Machine Learning
Shape quantization and recognition with randomized trees
Neural Computation
The Random Subspace Method for Constructing Decision Forests
IEEE Transactions on Pattern Analysis and Machine Intelligence
Boosting in the limit: maximizing the margin of learned ensembles
AAAI '98/IAAI '98 Proceedings of the fifteenth national/tenth conference on Artificial intelligence/Innovative applications of artificial intelligence
An Efficient Method To Estimate Bagging‘s Generalization Error
Machine Learning
On the Algorithmic Implementation of Stochastic Discrimination
IEEE Transactions on Pattern Analysis and Machine Intelligence
Class Probability Estimation and Cost-Sensitive Classification Decisions
ECML '02 Proceedings of the 13th European Conference on Machine Learning
Shared Ensemble Learning Using Multi-trees
IBERAMIA 2002 Proceedings of the 8th Ibero-American Conference on AI: Advances in Artificial Intelligence
Efficient handling of high-dimensional feature spaces by randomized classifier ensembles
Proceedings of the eighth ACM SIGKDD international conference on Knowledge discovery and data mining
ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining
Comparing Pure Parallel Ensemble Creation Techniques Against Bagging
ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining
Learning Ensembles from Bites: A Scalable and Accurate Approach
The Journal of Machine Learning Research
Systematic data selection to mine concept-drifting data streams
Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining
Towards tight bounds for rule learning
ICML '04 Proceedings of the twenty-first international conference on Machine learning
Nonparametric classification with polynomial MPMC cascades
ICML '04 Proceedings of the twenty-first international conference on Machine learning
Journal of Multivariate Analysis
Bias-Variance Analysis of Support Vector Machines for the Development of SVM-Based Ensemble Methods
The Journal of Machine Learning Research
Probability Estimates for Multi-class Classification by Pairwise Coupling
The Journal of Machine Learning Research
Learning a complex metabolomic dataset using random forests and support vector machines
Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining
MOB-ESP and other improvements in probability estimation
UAI '04 Proceedings of the 20th conference on Uncertainty in artificial intelligence
Statistics and Computing
Proceedings of the 28th annual international ACM SIGIR conference on Research and development in information retrieval
Applying classification techniques to remotely-collected program execution data
Proceedings of the 10th European software engineering conference held jointly with 13th ACM SIGSOFT international symposium on Foundations of software engineering
Sampling-based sequential subgroup mining
Proceedings of the eleventh ACM SIGKDD international conference on Knowledge discovery in data mining
VLDB '05 Proceedings of the 31st international conference on Very large data bases
Robust and Accurate Cancer Classification with Gene Expression Profiling
CSB '05 Proceedings of the 2005 IEEE Computational Systems Bioinformatics Conference
Biasing web search results for topic familiarity
Proceedings of the 14th ACM international conference on Information and knowledge management
Semantic image classification with hierarchical feature subset selection
Proceedings of the 7th ACM SIGMM international workshop on Multimedia information retrieval
Closed-form dual perturb and combine for tree-based models
ICML '05 Proceedings of the 22nd international conference on Machine learning
ICDM '05 Proceedings of the Fifth IEEE International Conference on Data Mining
Sharing Classifiers among Ensembles from Related Problem Domains
ICDM '05 Proceedings of the Fifth IEEE International Conference on Data Mining
ICDM '05 Proceedings of the Fifth IEEE International Conference on Data Mining
Human motion estimation from a reduced marker set
I3D '06 Proceedings of the 2006 symposium on Interactive 3D graphics and games
Different Paradigms for Choosing Sequential Reweighting Algorithms
Neural Computation
IEEE Transactions on Knowledge and Data Engineering
Machine Learning
IEEE Intelligent Systems
Random Forests for land cover classification
Pattern Recognition Letters - Special issue: Pattern recognition in remote sensing (PRRS 2004)
An empirical comparison of supervised learning algorithms
ICML '06 Proceedings of the 23rd international conference on Machine learning
Pruning in ordered bagging ensembles
ICML '06 Proceedings of the 23rd international conference on Machine learning
A general framework for accurate and fast regression by data summarization in random decision trees
Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
Proceedings of the 12th ACM SIGKDD international conference on Knowledge discovery and data mining
Multiple Peak Alignment in Sequential Data Analysis: A Scale-Space-Based Approach
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Rotation Forest: A New Classifier Ensemble Method
IEEE Transactions on Pattern Analysis and Machine Intelligence
An analysis of diversity measures
Machine Learning
Journal of Biomedical Informatics
Automatic quality assessment of Affymetrix GeneChip data
Proceedings of the 44th annual Southeast regional conference
A Comparison of Decision Tree Ensemble Creation Techniques
IEEE Transactions on Pattern Analysis and Machine Intelligence
Neural network ensembles: evaluation of aggregation algorithms
Artificial Intelligence
Reducing weight undertraining in structured discriminative learning
HLT-NAACL '06 Proceedings of the main conference on Human Language Technology Conference of the North American Chapter of the Association of Computational Linguistics
Using boosting to prune bagging ensembles
Pattern Recognition Letters
Classifier hierarchy learning by means of genetic algorithms
Pattern Recognition Letters
Classification of gene-expression data: The manifold-based metric learning way
Pattern Recognition
Ensemble methods for spoken emotion recognition in call-centres
Speech Communication
An empirical study on classification methods for alarms from a bug-finding static C analyzer
Information Processing Letters
Classifier hierarchy learning by means of genetic algorithms
Pattern Recognition Letters
Information Sciences: an International Journal
Machine Learning
Multi-Classifier Systems: Review and a roadmap for developers
International Journal of Hybrid Intelligent Systems
Non-strict heterogeneous Stacking
Pattern Recognition Letters
Learning to detect phishing emails
Proceedings of the 16th international conference on World Wide Web
Expert Systems with Applications: An International Journal
The Journal of Machine Learning Research
Ensemble Pruning Via Semi-definite Programming
The Journal of Machine Learning Research
A Stochastic Algorithm for Feature Selection in Pattern Recognition
The Journal of Machine Learning Research
Penalized Model-Based Clustering with Application to Variable Selection
The Journal of Machine Learning Research
Classifier Ensembles with a Random Linear Oracle
IEEE Transactions on Knowledge and Data Engineering
Techniques for Classifying Executions of Deployed Software to Support Software Engineering Tasks
IEEE Transactions on Software Engineering
Comparing probability measures using possibility theory: A notion of relative peakedness
International Journal of Approximate Reasoning
Extrapolation errors in linear model trees
ACM Transactions on Knowledge Discovery from Data (TKDD)
Feature Selection via Coalitional Game Theory
Neural Computation
Adequate and Precise Evaluation of Quality Models in Software Engineering Studies
PROMISE '07 Proceedings of the Third International Workshop on Predictor Models in Software Engineering
An overview of anomaly detection techniques: Existing solutions and latest technological trends
Computer Networks: The International Journal of Computer and Telecommunications Networking
Experimental perspectives on learning from imbalanced data
Proceedings of the 24th international conference on Machine learning
Diagnosing scrapie in sheep: A classification experiment
Computers in Biology and Medicine
Competitive baseline methods set new standards for the NIPS 2003 feature selection benchmark
Pattern Recognition Letters
Mining data from intensive care patients
Advanced Engineering Informatics
Classifier systems that compute action mappings
Proceedings of the 9th annual conference on Genetic and evolutionary computation
Classification by ensembles from random partitions of high-dimensional data
Computational Statistics & Data Analysis
Model-shared subspace boosting for multi-label classification
Proceedings of the 13th ACM SIGKDD international conference on Knowledge discovery and data mining
Cost-sensitive boosting for classification of imbalanced data
Pattern Recognition
EROS: Ensemble rough subspaces
Pattern Recognition
Computer Methods and Programs in Biomedicine
Voting ensembles for spoken affect classification
Journal of Network and Computer Applications
Imagers as sensors: correlating plant CO2 uptake with digital visible-light imagery
DMSN '07 Proceedings of the 4th workshop on Data management for sensor networks: in conjunction with 33rd International Conference on Very Large Data Bases
Toward knowledge-driven data mining
Proceedings of the 2007 international workshop on Domain driven data mining
A lot of randomness is hiding in accuracy
Engineering Applications of Artificial Intelligence
An experimental evaluation of ensemble methods for EEG signal classification
Pattern Recognition Letters
Cross-validated bagged learning
Journal of Multivariate Analysis
The Dynamics of Negative Correlation Learning
Journal of VLSI Signal Processing Systems
Missing data imputation, matching and other applications of random recursive partitioning
Computational Statistics & Data Analysis
Using classifier ensembles to label spatially disjoint data
Information Fusion
Learning iteratively a classifier with the Bayesian Model Averaging Principle
Pattern Recognition
A comparison of machine learning techniques for phishing detection
Proceedings of the anti-phishing working groups 2nd annual eCrime researchers summit
Ensemble methods for classification of patients for personalized medicine with high-dimensional data
Artificial Intelligence in Medicine
Classification tree analysis using TARGET
Computational Statistics & Data Analysis
Empirical characterization of random forest variable importance measures
Computational Statistics & Data Analysis
A local boosting algorithm for solving classification problems
Computational Statistics & Data Analysis
Cumulative Voting Consensus Method for Partitions with Variable Number of Clusters
IEEE Transactions on Pattern Analysis and Machine Intelligence
Context-aware statistical debugging: from bug predictors to faulty control flow paths
Proceedings of the twenty-second IEEE/ACM international conference on Automated software engineering
An incremental learning framework for estimating signal controllability in unit-level verification
Proceedings of the 2007 IEEE/ACM international conference on Computer-aided design
Random Forests for multiclass classification: Random MultiNomial Logit
Expert Systems with Applications: An International Journal
Inductive logic programming for gene regulation prediction
Machine Learning
LogitBoost with errors-in-variables
Computational Statistics & Data Analysis
The random electrode selection ensemble for EEG signal classification
Pattern Recognition
The random electrode selection ensemble for EEG signal classification
Pattern Recognition
A decision support system to facilitate management of patients with acute gastrointestinal bleeding
Artificial Intelligence in Medicine
Lake classification to enhance prediction of eutrophication endpoints in Finnish lakes
Environmental Modelling & Software
Predicting defect-prone software modules using support vector machines
Journal of Systems and Software
On predicting secondary structure transition
International Journal of Bioinformatics Research and Applications
Upright orientation of man-made objects
ACM SIGGRAPH 2008 papers
ACM SIGGRAPH 2008 papers
Boosting recombined weak classifiers
Pattern Recognition Letters
Strangeness-based feature weighting and classification of gene expression profiles
Proceedings of the 2008 ACM symposium on Applied computing
Cancer classification using Rotation Forest
Computers in Biology and Medicine
Boosting classifiers for drifting concepts
Intelligent Data Analysis - Knowlegde Discovery from Data Streams
Comparing negative binomial and recursive partitioning models for fault prediction
Proceedings of the 4th international workshop on Predictor models in software engineering
Comparing design and code metrics for software quality prediction
Proceedings of the 4th international workshop on Predictor models in software engineering
Implications of ceiling effects in defect predictors
Proceedings of the 4th international workshop on Predictor models in software engineering
A semi-random multiple decision-tree algorithm for mining data streams
Journal of Computer Science and Technology
RotBoost: A technique for combining Rotation Forest and AdaBoost
Pattern Recognition Letters
Content-based image retrieval using image regions as query examples
ADC '08 Proceedings of the nineteenth conference on Australasian database - Volume 75
Expert Systems with Applications: An International Journal
Is subcellular localization informative for modeling protein-protein interaction signal?
Research Letters in Signal Processing
Analysis of a genetic programming algorithm for association studies
Proceedings of the 10th annual conference on Genetic and evolutionary computation
An empirical evaluation of supervised learning in high dimensions
Proceedings of the 25th international conference on Machine learning
Evidence Contrary to the Statistical View of Boosting
The Journal of Machine Learning Research
Can data transformation help in the detection of fault-prone modules?
DEFECTS '08 Proceedings of the 2008 workshop on Defects in large software systems
Class-switching neural network ensembles
Neurocomputing
Using ghost edges for classification in sparsely labeled networks
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
Active learning with direct query construction
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
Get another label? improving data quality and data mining using multiple, noisy labelers
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
Ranking and selection of features for improved prediction of nucleosome occupancy and modification
MCBC'08 Proceedings of the 9th WSEAS International Conference on Mathematics & Computers In Biology & Chemistry
The combination of multiple classifiers using an evidential reasoning approach
Artificial Intelligence
Identifying psycho-social fingerprints in medical and engineering documents
AIKED'08 Proceedings of the 7th WSEAS International Conference on Artificial intelligence, knowledge engineering and data bases
Techniques for evaluating fault prediction models
Empirical Software Engineering
Random Forest for Gene Expression Based Cancer Classification: Overlooked Issues
IbPRIA '07 Proceedings of the 3rd Iberian conference on Pattern Recognition and Image Analysis, Part II
A Dynamic Committee Scheme on Multiple-Criteria Linear Programming Classification Method
ICCS '07 Proceedings of the 7th international conference on Computational Science, Part II
A User Independent, Biosignal Based, Emotion Recognition Method
UM '07 Proceedings of the 11th international conference on User Modeling
Equivalence Learning in Protein Classification
MLDM '07 Proceedings of the 5th international conference on Machine Learning and Data Mining in Pattern Recognition
Classifying Alarms in Intensive Care - Analogy to Hypothesis Testing
AIME '07 Proceedings of the 11th conference on Artificial Intelligence in Medicine
Seeing the Forest Through the Trees: Learning a Comprehensible Model from an Ensemble
ECML '07 Proceedings of the 18th European conference on Machine Learning
Ensembles of Multi-Objective Decision Trees
ECML '07 Proceedings of the 18th European conference on Machine Learning
Local Modelling in Classification
ICDM '08 Proceedings of the 8th industrial conference on Advances in Data Mining: Medical Applications, E-Commerce, Marketing, and Theoretical Aspects
Segmentation of SBFSEM Volume Data of Neural Tissue by Hierarchical Classification
Proceedings of the 30th DAGM symposium on Pattern Recognition
Temporal Nearest End-Effectors for Real-Time Full-Body Human Actions Recognition
AMDO '08 Proceedings of the 5th international conference on Articulated Motion and Deformable Objects
Kinetic Pseudo-energy History for Human Dynamic Gestures Recognition
AMDO '08 Proceedings of the 5th international conference on Articulated Motion and Deformable Objects
Mining Concept-Drifting Data Streams with Multiple Semi-Random Decision Trees
ADMA '08 Proceedings of the 4th international conference on Advanced Data Mining and Applications
Efficient Feature Selection for PTR-MS Fingerprinting of Agroindustrial Products
ICANN '08 Proceedings of the 18th international conference on Artificial Neural Networks, Part II
Feature Selection in in vivo1H-MRS Single Voxel Spectra
KES '08 Proceedings of the 12th international conference on Knowledge-Based Intelligent Information and Engineering Systems, Part II
Towards a Model Independent Method for Explaining Classification for Individual Instances
DaWaK '08 Proceedings of the 10th international conference on Data Warehousing and Knowledge Discovery
Robust Feature Selection Using Ensemble Feature Selection Techniques
ECML PKDD '08 Proceedings of the European conference on Machine Learning and Knowledge Discovery in Databases - Part II
Definition Extraction with Balanced Random Forests
GoTAL '08 Proceedings of the 6th international conference on Advances in Natural Language Processing
Forest-RK: A New Random Forest Induction Method
ICIC '08 Proceedings of the 4th international conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications - with Aspects of Artificial Intelligence
Dealing with Small, Noisy and Imbalanced Data
TSD '08 Proceedings of the 11th international conference on Text, Speech and Dialogue
A Boost Voting Strategy for Knowledge Integration and Decision Making
ISNN '08 Proceedings of the 5th international symposium on Neural Networks: Advances in Neural Networks
Consistency of Random Forests and Other Averaging Classifiers
The Journal of Machine Learning Research
LEARNING RANDOM NUMBERS: A MATLAB ANOMALY
Applied Artificial Intelligence
International Journal of Remote Sensing
Computational Biology and Chemistry
Computational Biology and Chemistry
Comparison of approaches for estimating reliability of individual regression predictions
Data & Knowledge Engineering
Image statistics and data mining of anal intraepithelial neoplasia
Pattern Recognition Letters
High scale video mining with forests of fuzzy decision trees
CSTST '08 Proceedings of the 5th international conference on Soft computing as transdisciplinary science and technology
Boosting random subspace method
Neural Networks
MM '08 Proceedings of the 16th ACM international conference on Multimedia
Feature Selection and Classification for Small Gene Sets
PRIB '08 Proceedings of the Third IAPR International Conference on Pattern Recognition in Bioinformatics
Using decision trees to recognize visual events
AREA '08 Proceedings of the 1st ACM workshop on Analysis and retrieval of events/actions and workflows in video streams
Boosting and measuring the performance of ensembles for a successful database marketing
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Standard errors for bagged and random forest estimators
Computational Statistics & Data Analysis
Bootstrap estimated true and false positive rates and ROC curve
Computational Statistics & Data Analysis
Ensemble-Trees: Leveraging Ensemble Power Inside Decision Trees
DS '08 Proceedings of the 11th International Conference on Discovery Science
Gait classification in children with cerebral palsy by Bayesian approach
Pattern Recognition
Patient-centered yes/no prognosis using learning machines
International Journal of Data Mining and Bioinformatics
Transaction aggregation as a strategy for credit card fraud detection
Data Mining and Knowledge Discovery
Revisiting Multiple-Instance Learning Via Embedded Instance Selection
AI '08 Proceedings of the 21st Australasian Joint Conference on Artificial Intelligence: Advances in Artificial Intelligence
Automatic Classification of NMR Spectra by Ensembles of Local Experts
SSPR & SPR '08 Proceedings of the 2008 Joint IAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition
Directed decision trees for generating complementary systems
Speech Communication
Learning from Skewed Class Multi-relational Databases
Fundamenta Informaticae - Progress on Multi-Relational Data Mining
A new method for hierarchical clustering combination
Intelligent Data Analysis
Computational Statistics & Data Analysis
Collective-agreement-based pruning of ensembles
Computational Statistics & Data Analysis
Multivariate exponential survival trees and their application to tooth prognosis
Computational Statistics & Data Analysis
A similarity measure to assess the stability of classification trees
Computational Statistics & Data Analysis
Using Boosting to prune Double-Bagging ensembles
Computational Statistics & Data Analysis
Expert Systems with Applications: An International Journal
Empirical analysis of support vector machine ensemble classifiers
Expert Systems with Applications: An International Journal
Handling class imbalance in customer churn prediction
Expert Systems with Applications: An International Journal
Customer churn prediction using improved balanced random forests
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
On the combination of locally optimal pairwise classifiers
Engineering Applications of Artificial Intelligence
A decision support system for detecting products missing from the shelf based on heuristic rules
Decision Support Systems
Exact bootstrap k-nearest neighbor learners
Machine Learning
Probabilistic classifiers and automated cancer registration: An exploratory application
Journal of Biomedical Informatics
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Statistical consensus methods for improving predictive geomorphology maps
Computers & Geosciences
On universal transfer learning
Theoretical Computer Science
Modeling Network Intrusion Detection System Using Feature Selection and Parameters Optimization
IEICE - Transactions on Information and Systems
Mining extremely small data sets with application to software reuse
Software—Practice & Experience
A link mining algorithm for earnings forecast and trading
Data Mining and Knowledge Discovery
Acoustic feature selection for automatic emotion recognition from speech
Information Processing and Management: an International Journal
Parameter Estimation in Semi-Random Decision Tree Ensembling on Streaming Data
PAKDD '09 Proceedings of the 13th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining
Diversity in Combinations of Heterogeneous Classifiers
PAKDD '09 Proceedings of the 13th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining
Hedged predictions for traditional Chinese chronic gastritis diagnosis with confidence machine
Computers in Biology and Medicine
Classification of peptide mass fingerprint data by novel no-regret boosting method
Computers in Biology and Medicine
The Impact of Gene Selection on Imbalanced Microarray Expression Data
BICoB '09 Proceedings of the 1st International Conference on Bioinformatics and Computational Biology
A One-Class Classification Approach for Protein Sequences and Structures
ISBRA '09 Proceedings of the 5th International Symposium on Bioinformatics Research and Applications
Boosting k-nearest neighbor classifier by means of input space projection
Expert Systems with Applications: An International Journal
Revisiting the evaluation of defect prediction models
PROMISE '09 Proceedings of the 5th International Conference on Predictor Models in Software Engineering
Misclassification cost-sensitive fault prediction models
PROMISE '09 Proceedings of the 5th International Conference on Predictor Models in Software Engineering
Multiclass classification and gene selection with a stochastic algorithm
Computational Statistics & Data Analysis
Negative correlation in incremental learning
Natural Computing: an international journal
Input Decimated Ensemble based on Neighborhood Preserving Embedding for spectrogram classification
Expert Systems with Applications: An International Journal
Supervised projection approach for boosting classifiers
Pattern Recognition
Induction of multiclass multifeature split decision trees from distributed data
Pattern Recognition
Online Classification of Network Flows
CNSR '09 Proceedings of the 2009 Seventh Annual Communication Networks and Services Research Conference
Frontal-view gait recognition by intra- and inter-frame rectangle size distribution
Pattern Recognition Letters
Supervised machine learning algorithms for protein structure classification
Computational Biology and Chemistry
ICML '09 Proceedings of the 26th Annual International Conference on Machine Learning
A model-free ensemble method for class prediction with application to biomedical decision making
Artificial Intelligence in Medicine
Disambiguating authors in academic publications using random forests
Proceedings of the 9th ACM/IEEE-CS joint conference on Digital libraries
Learning to assess the quality of scientific conferences: a case study in computer science
Proceedings of the 9th ACM/IEEE-CS joint conference on Digital libraries
A novel method for constructing ensemble classifiers
Statistics and Computing
Development of smart sensors system for machine fault diagnosis
Expert Systems with Applications: An International Journal
Fast approximate spectral clustering
Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining
Decision Tree Learning Using a Bayesian Approach at Each Node
Canadian AI '09 Proceedings of the 22nd Canadian Conference on Artificial Intelligence: Advances in Artificial Intelligence
Active Learning with Automatic Soft Labeling for Induction of Decision Trees
Canadian AI '09 Proceedings of the 22nd Canadian Conference on Artificial Intelligence: Advances in Artificial Intelligence
FIMH '09 Proceedings of the 5th International Conference on Functional Imaging and Modeling of the Heart
A Cheminformatics Approach for Zeolite Framework Determination
ICCS 2009 Proceedings of the 9th International Conference on Computational Science
Using random forests to uncover bivariate interactions in high dimensional small data sets
Proceedings of the KDD-09 Workshop on Statistical and Relational Learning in Bioinformatics
Proceedings of the 2006 conference on ECAI 2006: 17th European Conference on Artificial Intelligence August 29 -- September 1, 2006, Riva del Garda, Italy
MTForest: Ensemble Decision Trees based on Multi-Task Learning
Proceedings of the 2008 conference on ECAI 2008: 18th European Conference on Artificial Intelligence
ICB '09 Proceedings of the Third International Conference on Advances in Biometrics
An experimental investigation of model-based parameter optimisation: SPO and beyond
Proceedings of the 11th Annual conference on Genetic and evolutionary computation
Cancer classification using microarray and layered architecture genetic programming
Proceedings of the 11th Annual Conference Companion on Genetic and Evolutionary Computation Conference: Late Breaking Papers
An evolutionary approach to constructive induction for link discovery
Proceedings of the 11th Annual Conference Companion on Genetic and Evolutionary Computation Conference: Late Breaking Papers
Intelligent analysis in predicting outcome of out-of-hospital cardiac arrest
Computer Methods and Programs in Biomedicine
ECSQARU '09 Proceedings of the 10th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty
A Bayesian Random Split to Build Ensembles of Classification Trees
ECSQARU '09 Proceedings of the 10th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty
On the Effectiveness of Diversity When Training Multiple Classifier Systems
ECSQARU '09 Proceedings of the 10th European Conference on Symbolic and Quantitative Approaches to Reasoning with Uncertainty
Classifying Remote Sensing Data with Support Vector Machines and Imbalanced Training Data
MCS '09 Proceedings of the 8th International Workshop on Multiple Classifier Systems
MLP, Gaussian Processes and Negative Correlation Learning for Time Series Prediction
MCS '09 Proceedings of the 8th International Workshop on Multiple Classifier Systems
A Study of Random Linear Oracle Ensembles
MCS '09 Proceedings of the 8th International Workshop on Multiple Classifier Systems
Comparison of Bagging and Boosting Algorithms on Sample and Feature Weighting
MCS '09 Proceedings of the 8th International Workshop on Multiple Classifier Systems
Decision Templates Based RBF Network for Tree-Structured Multiple Classifier Fusion
MCS '09 Proceedings of the 8th International Workshop on Multiple Classifier Systems
MCS '09 Proceedings of the 8th International Workshop on Multiple Classifier Systems
Selective Ensemble under Regularization Framework
MCS '09 Proceedings of the 8th International Workshop on Multiple Classifier Systems
Hybrid sampling for imbalanced data
Integrated Computer-Aided Engineering - Selected papers from the IEEE Conference on Information Reuse and Integration (IRI), July 13-15, 2008
Artificial Intelligence in Medicine
On the optimality of probability estimation by random decision trees
AAAI'04 Proceedings of the 19th national conference on Artifical intelligence
Explaining instance classifications with interactions of subsets of feature values
Data & Knowledge Engineering
NetWorkSpace: a coordination system for high-productivity environments
International Journal of Parallel Programming
Ensemble Learning: A Study on Different Variants of the Dynamic Selection Approach
MLDM '09 Proceedings of the 6th International Conference on Machine Learning and Data Mining in Pattern Recognition
Concept Drifting Detection on Noisy Streaming Data in Random Ensemble Decision Trees
MLDM '09 Proceedings of the 6th International Conference on Machine Learning and Data Mining in Pattern Recognition
A General Learning Method for Automatic Title Extraction from HTML Pages
MLDM '09 Proceedings of the 6th International Conference on Machine Learning and Data Mining in Pattern Recognition
Is bagging effective in the classification of small-sample genomic and proteomic data?
EURASIP Journal on Bioinformatics and Systems Biology - Special issue on applications of signal procesing techniques to bioinformatics, genomics, and proteomics
EACL '09 Proceedings of the 12th Conference of the European Chapter of the Association for Computational Linguistics: Student Research Workshop
Extraction of definitions using grammar-enhanced machine learning
EACL '09 Proceedings of the 12th Conference of the European Chapter of the Association for Computational Linguistics: Student Research Workshop
Computational Statistics & Data Analysis
Bayesian binary kernel probit model for microarray based cancer classification and gene selection
Computational Statistics & Data Analysis
Using uncertain chemical and thermal data to predict product quality in a casting process
Proceedings of the 1st ACM SIGKDD Workshop on Knowledge Discovery from Uncertain Data
Global Context Extraction for Object Recognition Using a Combination of Range and Visual Features
Dyn3D '09 Proceedings of the DAGM 2009 Workshop on Dynamic 3D Imaging
Learning with Few Examples by Transferring Feature Relevance
Proceedings of the 31st DAGM Symposium on Pattern Recognition
Musical Instruments in Random Forest
ISMIS '09 Proceedings of the 18th International Symposium on Foundations of Intelligent Systems
Constraint projections for ensemble learning
AAAI'08 Proceedings of the 23rd national conference on Artificial intelligence - Volume 2
Spectrum of variable-random trees
Journal of Artificial Intelligence Research
Accurate and large-scale privacy-preserving data mining using the election paradigm
Data & Knowledge Engineering
Large-scale multimedia semantic concept modeling using robust subspace bagging and MapReduce
LS-MMRM '09 Proceedings of the First ACM workshop on Large-scale multimedia retrieval and mining
Feature selection based on the Shapley value
IJCAI'05 Proceedings of the 19th international joint conference on Artificial intelligence
Classification of oncologic data with genetic programming
Journal of Artificial Evolution and Applications - Special issue on artificial evolution methods in the biological and biomedical sciences
Neural network ensembles: evaluation of aggregation algorithms
Artificial Intelligence
Knowledge discovery from imbalanced and noisy data
Data & Knowledge Engineering
Graph classification based on pattern co-occurrence
Proceedings of the 18th ACM conference on Information and knowledge management
Stochastic gradient boosted distributed decision trees
Proceedings of the 18th ACM conference on Information and knowledge management
Recognizing events with temporal random forests
Proceedings of the 2009 international conference on Multimodal interfaces
Response shrinkage estimators in binary regression
Computational Statistics & Data Analysis
Boosting and instability for regression trees
Computational Statistics & Data Analysis
Bundling classifiers by bagging trees
Computational Statistics & Data Analysis
Optimization of temporal processes: a model predictive control approach
IEEE Transactions on Evolutionary Computation - Special issue on computational finance and economics
IEEE Transactions on Information Technology in Biomedicine
Multivariate classification of urine metabolome profiles for breast cancer diagnosis
Proceedings of the third international workshop on Data and text mining in bioinformatics
Mining cancer genes with running-sum statistics
Proceedings of the third international workshop on Data and text mining in bioinformatics
Microarray analysis of autoimmune diseases by machine learning procedures
IEEE Transactions on Information Technology in Biomedicine
Attribute selection with fuzzy decision reducts
Information Sciences: an International Journal
Reinforcement learning versus model predictive control: a comparison on a power system problem
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Exploratory undersampling for class-imbalance learning
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Constructing ensembles of classifiers by means of weighted instance selection
IEEE Transactions on Neural Networks
Learning Deep Architectures for AI
Foundations and Trends® in Machine Learning
Machine learning in ecosystem informatics and sustainability
IJCAI'09 Proceedings of the 21st international jont conference on Artifical intelligence
Relational random forests based on random relational rules
IJCAI'09 Proceedings of the 21st international jont conference on Artifical intelligence
Pattern Recognition Letters
Rotation-based model trees for classification
International Journal of Data Analysis Techniques and Strategies
A rose is a roos is a ruusu: querying translations for web image search
ACLShort '09 Proceedings of the ACL-IJCNLP 2009 Conference Short Papers
Boosting Classifiers Built from Different Subsets of Features
Fundamenta Informaticae
Protein Structure Classification Based on Conserved Hydrophobic Residues
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
A hybrid approach for efficient ensembles
Decision Support Systems
PLANET: massively parallel learning of tree ensembles with MapReduce
Proceedings of the VLDB Endowment
Feature selection with biased sample distributions
IRI'09 Proceedings of the 10th IEEE international conference on Information Reuse & Integration
Using genetic programming to obtain implicit diversity
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
Statistical Instance-Based Ensemble Pruning for Multi-class Problems
ICANN '09 Proceedings of the 19th International Conference on Artificial Neural Networks: Part I
Lossless Online Ensemble Learning (LOEL) and Its Application to Subcortical Segmentation
MICCAI '09 Proceedings of the 12th International Conference on Medical Image Computing and Computer-Assisted Intervention: Part II
MICCAI '09 Proceedings of the 12th International Conference on Medical Image Computing and Computer-Assisted Intervention: Part II
An Empirical Study on Several Classification Algorithms and Their Improvements
ISICA '09 Proceedings of the 4th International Symposium on Advances in Computation and Intelligence
ICANN '09 Proceedings of the 19th International Conference on Artificial Neural Networks: Part II
Profiling of Mass Spectrometry Data for Ovarian Cancer Detection Using Negative Correlation Learning
ICANN '09 Proceedings of the 19th International Conference on Artificial Neural Networks: Part II
Contributor Diagnostics for Anomaly Detection
ICANN '09 Proceedings of the 19th International Conference on Artificial Neural Networks: Part II
Comparative Analysis of Regression Tree Models for Premises Valuation Using Statistica Data Miner
ICCCI '09 Proceedings of the 1st International Conference on Computational Collective Intelligence. Semantic Web, Social Networks and Multiagent Systems
Precision and Recall for Regression
DS '09 Proceedings of the 12th International Conference on Discovery Science
A Computer Vision System for Visual Grape Grading in Wine Cellars
ICVS '09 Proceedings of the 7th International Conference on Computer Vision Systems: Computer Vision Systems
Averaged Naive Bayes Trees: A New Extension of AODE
ACML '09 Proceedings of the 1st Asian Conference on Machine Learning: Advances in Machine Learning
Randomized Probabilistic Latent Semantic Analysis for Scene Recognition
CIARP '09 Proceedings of the 14th Iberoamerican Conference on Pattern Recognition: Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications
Evolutionary Ensemble for In Silico Prediction of Ames Test Mutagenicity
ICIC '07 Proceedings of the 3rd International Conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications. With Aspects of Artificial Intelligence
AI '09 Proceedings of the 22nd Australasian Joint Conference on Advances in Artificial Intelligence
Ensemble Approach for the Classification of Imbalanced Data
AI '09 Proceedings of the 22nd Australasian Joint Conference on Advances in Artificial Intelligence
Semi-supervised Classification Based on Clustering Ensembles
AICI '09 Proceedings of the International Conference on Artificial Intelligence and Computational Intelligence
Randomized Tree Ensembles for Object Detection in Computational Pathology
ISVC '09 Proceedings of the 5th International Symposium on Advances in Visual Computing: Part I
PReMI '09 Proceedings of the 3rd International Conference on Pattern Recognition and Machine Intelligence
PReMI '09 Proceedings of the 3rd International Conference on Pattern Recognition and Machine Intelligence
Model adaptation via model interpolation and boosting for web search ranking
EMNLP '09 Proceedings of the 2009 Conference on Empirical Methods in Natural Language Processing: Volume 2 - Volume 2
Automated analysis of human protein atlas immunofluorescence images
ISBI'09 Proceedings of the Sixth IEEE international conference on Symposium on Biomedical Imaging: From Nano to Macro
Architecture of behavior-based and robotics self-optimizing memory controller
ICRA'09 Proceedings of the 2009 IEEE international conference on Robotics and Automation
DensityRank: a novel feature ranking method based on kernel estimation
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
A binary classification and online vision
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
On the selection of decision trees in random forests
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Affective computation on EEG correlates of emotion from musical and vocal stimuli
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Performance evaluation of classification methods in cultural modeling
ISI'09 Proceedings of the 2009 IEEE international conference on Intelligence and security informatics
Auto claim fraud detection using Bayesian learning neural networks
Expert Systems with Applications: An International Journal
Investigating the post-complaint period by means of survival analysis
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Artificial Intelligence Review
SVM ensemble intrusion detection model based on rough set feature reduct
CCDC'09 Proceedings of the 21st annual international conference on Chinese control and decision conference
Learning a context-aware weapon selection policy for unreal tournament III
CIG'09 Proceedings of the 5th international conference on Computational Intelligence and Games
A statistical diagnosis approach for analyzing design-silicon timing mismatch
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
Machine learning support for kidney transplantation decision making
ISB '10 Proceedings of the International Symposium on Biocomputing
Multi-view forests based on Dempster-Shafer evidence theory: a new classifier ensemble method
SPPRA '08 Proceedings of the Fifth IASTED International Conference on Signal Processing, Pattern Recognition and Applications
Automatic red tide detection from MODIS satellite images
SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
Ensemble for high recognition performance FPGA
SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
Correlation-based feature ranking for online classification
SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
Unsupervised human motion analysis using automatic label trees
SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
Ads-portal domains: Identification and measurements
ACM Transactions on the Web (TWEB)
New filtering approaches for phishing email
Journal of Computer Security - EU-Funded ICT Research on Trust and Security
Boosted forest for human detection
Proceedings of the First International Conference on Internet Multimedia Computing and Service
GA-stacking: Evolutionary stacked generalization
Intelligent Data Analysis
International Journal of Hybrid Intelligent Systems - Hybrid Fuzzy Models
A detailed analysis of the KDD CUP 99 data set
CISDA'09 Proceedings of the Second IEEE international conference on Computational intelligence for security and defense applications
Switching class labels to generate classification ensembles
Pattern Recognition
Random Forests for Generating Partially Synthetic, Categorical Data
Transactions on Data Privacy
Ensemble classification based on generalized additive models
Computational Statistics & Data Analysis
The Bayesian Additive Classification Tree applied to credit risk modelling
Computational Statistics & Data Analysis
A six stage approach for the diagnosis of the Alzheimer's disease based on fMRI data
Journal of Biomedical Informatics
Predicting the potential habitat of oaks with data mining models and the R system
Environmental Modelling & Software
Feature Selection with Ensembles, Artificial Variables, and Redundancy Elimination
The Journal of Machine Learning Research
An Efficient Explanation of Individual Classifications using Game Theory
The Journal of Machine Learning Research
Model Selection: Beyond the Bayesian/Frequentist Divide
The Journal of Machine Learning Research
The Journal of Machine Learning Research
On the Rate of Convergence of the Bagged Nearest Neighbor Estimate
The Journal of Machine Learning Research
ISBRA'07 Proceedings of the 3rd international conference on Bioinformatics research and applications
ISBRA'07 Proceedings of the 3rd international conference on Bioinformatics research and applications
Averaged boosting: a noise-robust ensemble method
PAKDD'03 Proceedings of the 7th Pacific-Asia conference on Advances in knowledge discovery and data mining
An improved random subspace method and its application to EEG signal classification
MCS'07 Proceedings of the 7th international conference on Multiple classifier systems
Ensemble learning methods for classifying EEG signals
MCS'07 Proceedings of the 7th international conference on Multiple classifier systems
MCS'07 Proceedings of the 7th international conference on Multiple classifier systems
On the diversity-performance relationship for majority voting in classifier ensembles
MCS'07 Proceedings of the 7th international conference on Multiple classifier systems
Naïve Bayes ensembles with a random oracle
MCS'07 Proceedings of the 7th international conference on Multiple classifier systems
An experimental study on rotation forest ensembles
MCS'07 Proceedings of the 7th international conference on Multiple classifier systems
Multiple classifier systems in remote sensing: from basics to recent developments
MCS'07 Proceedings of the 7th international conference on Multiple classifier systems
A new ensemble diversity measure applied to thinning ensembles
MCS'03 Proceedings of the 4th international conference on Multiple classifier systems
Reducing overfitting in predicting intrinsically unstructured proteins
PAKDD'07 Proceedings of the 11th Pacific-Asia conference on Advances in knowledge discovery and data mining
IWANN'07 Proceedings of the 9th international work conference on Artificial neural networks
Combining bagging and random subspaces to create better ensembles
IDA'07 Proceedings of the 7th international conference on Intelligent data analysis
Transactions on rough sets VII
Patch-based skin color detection and its application to pornography image filtering
Proceedings of the 19th international conference on World wide web
Comparing the effectiveness of several modeling methods for fault prediction
Empirical Software Engineering
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
Automatically detecting and classifying noises in document images
Proceedings of the 2010 ACM Symposium on Applied Computing
Malware detection based on mining API calls
Proceedings of the 2010 ACM Symposium on Applied Computing
Evolutionary model tree induction
Proceedings of the 2010 ACM Symposium on Applied Computing
ICIC'07 Proceedings of the intelligent computing 3rd international conference on Advanced intelligent computing theories and applications
Making class bias useful: a strategy of learning from imbalanced data
IDEAL'07 Proceedings of the 8th international conference on Intelligent data engineering and automated learning
Stop wasting time: on predicting the success or failure of learning for industrial applications
IDEAL'07 Proceedings of the 8th international conference on Intelligent data engineering and automated learning
Profiling of high-throughput mass spectrometry data for ovarian cancer detection
IDEAL'07 Proceedings of the 8th international conference on Intelligent data engineering and automated learning
An efficient search strategy for feature selection using Chow-Liu trees
ICANN'07 Proceedings of the 17th international conference on Artificial neural networks
PCM'07 Proceedings of the multimedia 8th Pacific Rim conference on Advances in multimedia information processing
Building classification models from microarray data with tree-based classification algorithms
AI'07 Proceedings of the 20th Australian joint conference on Advances in artificial intelligence
Searching for ground truth: a stepping stone in automating genre classification
DELOS'07 Proceedings of the 1st international conference on Digital libraries: research and development
Maps ensemble for semi-supervised learning of large high dimensional datasets
ISMIS'08 Proceedings of the 17th international conference on Foundations of intelligent systems
BOAI: fast alternating decision tree induction based on bottom-up evaluation
PAKDD'08 Proceedings of the 12th Pacific-Asia conference on Advances in knowledge discovery and data mining
Exploiting propositionalization based on random relational rules for semi-supervised learning
PAKDD'08 Proceedings of the 12th Pacific-Asia conference on Advances in knowledge discovery and data mining
Computers in Biology and Medicine
An empirical study of the convergence of regionboost
ICIC'09 Proceedings of the Intelligent computing 5th international conference on Emerging intelligent computing technology and applications
Towards a better understanding of random forests through the study of strength and correlation
ICIC'09 Proceedings of the Intelligent computing 5th international conference on Emerging intelligent computing technology and applications
Construction of the ensemble of logical models in cluster analysis
ICIC'09 Proceedings of the Intelligent computing 5th international conference on Emerging intelligent computing technology and applications
A hybrid random subspace classifier fusion approach for protein mass spectra classification
EvoBIO'08 Proceedings of the 6th European conference on Evolutionary computation, machine learning and data mining in bioinformatics
The effect of distance metrics on boosting with dynamic weighting schemes
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 1
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 2
Variance analysis in software fault prediction models
ISSRE'09 Proceedings of the 20th IEEE international conference on software reliability engineering
Fundamenta Informaticae - Intelligent Data Analysis in Granular Computing
Journal of Computational Methods in Sciences and Engineering
GDR: a system for guided data repair
Proceedings of the 2010 ACM SIGMOD International Conference on Management of data
Design and analysis of the KDD cup 2009: fast scoring on a large orange customer database
ACM SIGKDD Explorations Newsletter
Multivariate watershed segmentation of compositional data
DGCI'09 Proceedings of the 15th IAPR international conference on Discrete geometry for computer imagery
Dynamic classifier systems and their applications to random forest ensembles
ICANNGA'09 Proceedings of the 9th international conference on Adaptive and natural computing algorithms
Selecting features from multiple feature sets for SVM committee-based screening of human larynx
Expert Systems with Applications: An International Journal
Creating diverse nearest-neighbour ensembles using simultaneous metaheuristic feature selection
Pattern Recognition Letters
Dynamic user profiling approach for services discovery in mobile environments
Proceedings of the 6th International Wireless Communications and Mobile Computing Conference
Contribution of airborne full-waveform lidar and image data for urban scene classification
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
2D tree detection in large urban landscapes using aerial LiDAR data
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Classifying urban landscape in aerial LiDAR using 3D shape analysis
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Age regression from faces using random forests
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Multiobjective optimization of temporal processes
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics - Special issue on game theory
Hierarchical distributed data classification in wireless sensor networks
Computer Communications
Information theoretic combination of pattern classifiers
Pattern Recognition
Genetic rule extraction optimizing brier score
Proceedings of the 12th annual conference on Genetic and evolutionary computation
Symbolic regression using nearest neighbor indexing
Proceedings of the 12th annual conference companion on Genetic and evolutionary computation
Visual event recognition using decision trees
Multimedia Tools and Applications
Figure classification in biomedical literature to elucidate disease mechanisms, based on pathways
Artificial Intelligence in Medicine
New perspectives and methods in link prediction
Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining
Combining predictions for accurate recommender systems
Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining
Class-specific error bounds for ensemble classifiers
Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining
Ensemble pruning via individual contribution ordering
Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining
International Journal of Approximate Reasoning
Heart murmurs identification using random forests in assistive environments
Proceedings of the 3rd International Conference on PErvasive Technologies Related to Assistive Environments
Empirical evaluation of feature selection methods in classification
Intelligent Data Analysis
Expectation Propagation for microarray data classification
Pattern Recognition Letters
EURASIP Journal on Advances in Signal Processing - Special issue on advances in multidimensional synthetic aperture radar signal processing
Decision forest for classification of gene expression data
Computers in Biology and Medicine
A scalable intelligent non-content-based spam-filtering framework
Expert Systems with Applications: An International Journal
Defect prediction from static code features: current results, limitations, new approaches
Automated Software Engineering
Collaborative multi-agent rock facies classification from wireline well log data
Engineering Applications of Artificial Intelligence
A comparative analysis of machine learning techniques for student retention management
Decision Support Systems
A meta-heuristic approach for improving the accuracy in some classification algorithms
Computers and Operations Research
The Knowledge Engineering Review
Using Fourier phase analysis on genomic sequences to identify retroviruses
Proceedings of the First ACM International Conference on Bioinformatics and Computational Biology
CLUEBOX: a performance log analyzer for automated troubleshooting
WASL'08 Proceedings of the First USENIX conference on Analysis of system logs
Early Alzheimer's disease diagnosis using partial least squares and random forests
ISBI'10 Proceedings of the 2010 IEEE international conference on Biomedical imaging: from nano to Macro
A graphical model to determine the subcellular protein location in artificial tissues
ISBI'10 Proceedings of the 2010 IEEE international conference on Biomedical imaging: from nano to Macro
Mining patterns in disease classification forests
Journal of Biomedical Informatics
Variable selection using random forests
Pattern Recognition Letters
SEERLAB: A system for extracting key phrases from scholarly documents
SemEval '10 Proceedings of the 5th International Workshop on Semantic Evaluation
Definition extraction using linguistic and structural features
WDE '09 Proceedings of the 1st Workshop on Definition Extraction
On Over-fitting in Model Selection and Subsequent Selection Bias in Performance Evaluation
The Journal of Machine Learning Research
Interval Forecast of Water Quality Parameters
Proceedings of the 2010 conference on ECAI 2010: 19th European Conference on Artificial Intelligence
Expert Systems with Applications: An International Journal
Medical case retrieval from a committee of decision trees
IEEE Transactions on Information Technology in Biomedicine
Top-down nearly-context-sensitive parsing
EMNLP '10 Proceedings of the 2010 Conference on Empirical Methods in Natural Language Processing
The anatomy of a click: modeling user behavior on web information systems
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
BagBoo: a scalable hybrid bagging-the-boosting model
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
SMUC '10 Proceedings of the 2nd international workshop on Search and mining user-generated contents
Mining data with random forests: A survey and results of new tests
Pattern Recognition
Entity ranking in Wikipedia: utilising categories, links and topic difficulty prediction
Information Retrieval
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics
Semi-supervised dependency parsing using generalized tri-training
COLING '10 Proceedings of the 23rd International Conference on Computational Linguistics
International Journal of Data Mining and Bioinformatics
ICADL'10 Proceedings of the role of digital libraries in a time of global change, and 12th international conference on Asia-Pacific digital libraries
ICISP'10 Proceedings of the 4th international conference on Image and signal processing
RSCTC'2010 discovery challenge: mining DNA microarray data for medical diagnosis and treatment
RSCTC'10 Proceedings of the 7th international conference on Rough sets and current trends in computing
Vehicle classification based on soft computing algorithms
RSCTC'10 Proceedings of the 7th international conference on Rough sets and current trends in computing
Ordinal classification with monotonicity constraints by variable consistency bagging
RSCTC'10 Proceedings of the 7th international conference on Rough sets and current trends in computing
Random musical bands playing in random forests
RSCTC'10 Proceedings of the 7th international conference on Rough sets and current trends in computing
Data mining in precision agriculture: management of spatial information
IPMU'10 Proceedings of the Computational intelligence for knowledge-based systems design, and 13th international conference on Information processing and management of uncertainty
Sparse coding for drum sound classification and its use as a similarity measure
Proceedings of 3rd international workshop on Machine learning and music
Expert Systems with Applications: An International Journal
Reduced Reward-punishment editing for building ensembles of classifiers
Expert Systems with Applications: An International Journal
Regression models for spatial data: an example from precision agriculture
ICDM'10 Proceedings of the 10th industrial conference on Advances in data mining: applications and theoretical aspects
Boruta - A System for Feature Selection
Fundamenta Informaticae
SNAKDD'08 Proceedings of the Second international conference on Advances in social network mining and analysis
The effect of semi-supervised learning on parsing long distance dependencies in German and Swedish
IceTAL'10 Proceedings of the 7th international conference on Advances in natural language processing
A comparison of three voting methods for bagging with the MLEM2 algorithm
IDEAL'10 Proceedings of the 11th international conference on Intelligent data engineering and automated learning
Multilinear tensor supervised neighborhood embedding analysis for view-based object recognition
PCM'10 Proceedings of the 11th Pacific Rim conference on Advances in multimedia information processing: Part I
ImageCLEF 2009 medical image annotation task: PCTs for hierarchical multi-label classification
CLEF'09 Proceedings of the 10th international conference on Cross-language evaluation forum: multimedia experiments
Backprojection revisited: scalable multi-view object detection and similarity metrics for detections
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part I
SSPR&SPR'10 Proceedings of the 2010 joint IAPR international conference on Structural, syntactic, and statistical pattern recognition
Automatic morphological categorisation of carbon black nano-aggregates
DEXA'10 Proceedings of the 21st international conference on Database and expert systems applications: Part II
Consensus of ambiguity: theory and application of active learning for biomedical image analysis
PRIB'10 Proceedings of the 5th IAPR international conference on Pattern recognition in bioinformatics
Weakly supervised classification of objects in images using soft random forests
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part IV
A static SMC sampler on shapes for the automated segmentation of aortic calcifications
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part IV
Spatial statistics of visual keypoints for texture recognition
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part IV
MIForests: multiple-instance learning with randomized trees
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part VI
Leveraging bagging for evolving data streams
ECML PKDD'10 Proceedings of the 2010 European conference on Machine learning and knowledge discovery in databases: Part I
Recognition of instrument timbres in real polytimbral audio recordings
ECML PKDD'10 Proceedings of the 2010 European conference on Machine learning and knowledge discovery in databases: Part II
Prediction of protein-protein interactions using subcellular and functional localizations
LSMS/ICSEE'10 Proceedings of the 2010 international conference on Life system modeling and simulation and intelligent computing, and 2010 international conference on Intelligent computing for sustainable energy and environment: Part III
An evaluation of DNA barcoding using genetic programming-based process
LSMS/ICSEE'10 Proceedings of the 2010 international conference on Life system modeling and simulation and intelligent computing, and 2010 international conference on Intelligent computing for sustainable energy and environment: Part III
Fast automatic detection of calcified coronary lesions in 3d cardiac CT images
MLMI'10 Proceedings of the First international conference on Machine learning in medical imaging
Learning with ensembles of randomized trees: new insights
ECML PKDD'10 Proceedings of the 2010 European conference on Machine learning and knowledge discovery in databases: Part III
Example-dependent basis vector selection for kernel-based classifiers
ECML PKDD'10 Proceedings of the 2010 European conference on Machine learning and knowledge discovery in databases: Part III
Pattern Recognition Letters
EDLRT: Entropy-based dummy variables logistic regression tree
Intelligent Data Analysis
Pairwise issue modeling for negotiation counteroffer prediction using neural networks
Decision Support Systems
Proceedings of the 2010 Asia and South Pacific Design Automation Conference
RDCurve: A Nonparametric Method to Evaluate the Stability of Ranking Procedures
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Detecting spammers on social networks
Proceedings of the 26th Annual Computer Security Applications Conference
Modeling Proteolysis from Mass Spectrometry Proteomic Data
Fundamenta Informaticae - From Mathematical Beauty to the Truth of Nature: to Jerzy Tiuryn on his 60th Birthday
Random one-dependence estimators
Pattern Recognition Letters
Characteristic pattern discovery in videos
Proceedings of the Seventh Indian Conference on Computer Vision, Graphics and Image Processing
Data mining for credit card fraud: A comparative study
Decision Support Systems
Modeling CPU energy consumption for energy efficient scheduling
Proceedings of the 1st Workshop on Green Computing
On-line multi-view forests for tracking
Proceedings of the 32nd DAGM conference on Pattern recognition
Learning of optimal illumination for material classification
Proceedings of the 32nd DAGM conference on Pattern recognition
Multilabel classification using error correction codes
ISICA'10 Proceedings of the 5th international conference on Advances in computation and intelligence
Agreement-based semi-supervised learning for skull stripping
MICCAI'10 Proceedings of the 13th international conference on Medical image computing and computer-assisted intervention: Part III
3D knowledge-based segmentation using pose-invariant higher-order graphs
MICCAI'10 Proceedings of the 13th international conference on Medical image computing and computer-assisted intervention: Part III
Randomized locality sensitive vocabularies for bag-of-features model
ECCV'10 Proceedings of the 11th European conference on computer vision conference on Computer vision: Part III
Robust multi-view boosting with priors
ECCV'10 Proceedings of the 11th European conference on computer vision conference on Computer vision: Part III
Geometrical consistent 3D tracing of neuronal processes in ssTEM data
MICCAI'10 Proceedings of the 13th international conference on Medical image computing and computer-assisted intervention: Part II
Automatic detection and segmentation of axillary lymph nodes
MICCAI'10 Proceedings of the 13th international conference on Medical image computing and computer-assisted intervention: Part I
Spatial decision forests for MS lesion segmentation in multi-channel MR images
MICCAI'10 Proceedings of the 13th international conference on Medical image computing and computer-assisted intervention: Part I
Cross-modality assessment and planning for pulmonary trunk treatment using CT and MRI imaging
MICCAI'10 Proceedings of the 13th international conference on Medical image computing and computer-assisted intervention: Part I
1-vs-others rough decision forest
RSKT'10 Proceedings of the 5th international conference on Rough set and knowledge technology
Towards non-intrusive sleep pattern recognition in elder assistive environment
UIC'10 Proceedings of the 7th international conference on Ubiquitous intelligence and computing
Fast meta-models for local fusion of multiple predictive models
Applied Soft Computing
Comparing machine learning classifiers in potential distribution modelling
Expert Systems with Applications: An International Journal
Adaptive bootstrapping of recommender systems using decision trees
Proceedings of the fourth ACM international conference on Web search and data mining
On Position-Specific Scoring Matrix for Protein Function Prediction
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Ensemble classification of paired data
Computational Statistics & Data Analysis
Data-driven fuzzy habitat suitability models for brown trout in Spanish Mediterranean rivers
Environmental Modelling & Software
Detecting and ordering salient regions
Data Mining and Knowledge Discovery
ACM SIGKDD Workshop on Intelligence and Security Informatics
Mixing linear SVMs for nonlinear classification
IEEE Transactions on Neural Networks
An assessment of machine learning techniques for review recommendation
AICS'09 Proceedings of the 20th Irish conference on Artificial intelligence and cognitive science
The landscape contest at ICPR 2010
ICPR'10 Proceedings of the 20th International conference on Recognizing patterns in signals, speech, images, and videos
ICPR'10 Proceedings of the 20th International conference on Recognizing patterns in signals, speech, images, and videos
Classifier fusion in the Dempster--Shafer framework using optimized t-norm based combination rules
International Journal of Approximate Reasoning
Greedy optimization classifiers ensemble based on diversity
Pattern Recognition
IEA/AIE'10 Proceedings of the 23rd international conference on Industrial engineering and other applications of applied intelligent systems - Volume Part I
A first machine learning approach to pronominal anaphora resolution in Basque
IBERAMIA'10 Proceedings of the 12th Ibero-American conference on Advances in artificial intelligence
The imbalanced problem in morphological galaxy classification
CIARP'10 Proceedings of the 15th Iberoamerican congress conference on Progress in pattern recognition, image analysis, computer vision, and applications
Automatic recognition of emotional state in Polish speech
Proceedings of the Third COST 2102 international training school conference on Toward autonomous, adaptive, and context-aware multimodal interfaces: theoretical and practical issues
Learning and knowledge-based sentiment analysis in movie review key excerpts
Proceedings of the Third COST 2102 international training school conference on Toward autonomous, adaptive, and context-aware multimodal interfaces: theoretical and practical issues
Inference on the prediction of ensembles of infinite size
Pattern Recognition
Proceedings of the VLDB Endowment
Small-sample error estimation for bagged classification rules
EURASIP Journal on Advances in Signal Processing - Special issue on genomic signal processing
Learning random forests for ranking
Frontiers of Computer Science in China
Prediction in financial markets: The case for small disjuncts
ACM Transactions on Intelligent Systems and Technology (TIST)
Proceedings of the 20th international conference companion on World wide web
Parallel boosted regression trees for web search ranking
Proceedings of the 20th international conference on World wide web
Web spam classification: a few features worth more
Proceedings of the 2011 Joint WICOW/AIRWeb Workshop on Web Quality
Efficient visual object tracking with online nearest neighbor classifier
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part I
Interactive multi-label segmentation
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part I
Localization of 3D anatomical structures using random forests and discrete optimization
MCV'10 Proceedings of the 2010 international MICCAI conference on Medical computer vision: recognition techniques and applications in medical imaging
Feature selection for SVM-based vascular anomaly detection
MCV'10 Proceedings of the 2010 international MICCAI conference on Medical computer vision: recognition techniques and applications in medical imaging
Wikipedia vandalism detection: combining natural language, metadata, and reputation features
CICLing'11 Proceedings of the 12th international conference on Computational linguistics and intelligent text processing - Volume Part II
Abstraction and generalization of 3D structure for recognition in large intra-class variation
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part III
Randomised manifold forests for principal angle-based face recognition
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part IV
Combining bagging, boosting, rotation forest and random subspace methods
Artificial Intelligence Review
Random Exploration of the Procedural Space for Single-View 3D Modeling of Buildings
International Journal of Computer Vision
An energy-based model for region-labeling
Computer Vision and Image Understanding
Artificial Intelligence in Medicine
Computers in Biology and Medicine
BEBI'08 Proceedings of the 1st WSEAS international conference on Biomedical electronics and biomedical informatics
Finding hidden relationship among biological concepts in gene ontology
BEBI'08 Proceedings of the 1st WSEAS international conference on Biomedical electronics and biomedical informatics
Color correction: a novel weighted Von Kries model based on memory colors
CCIW'11 Proceedings of the Third international conference on Computational color imaging
DRFE: dynamic recursive feature elimination for gene identification based on random forest
ICONIP'06 Proceedings of the 13th international conference on Neural information processing - Volume Part III
Classification based automatic information extraction system from free text
ACELAE'11 Proceedings of the 10th WSEAS international conference on communications, electrical & computer engineering, and 9th WSEAS international conference on Applied electromagnetics, wireless and optical communications
Two-Step Cross-Entropy Feature Selection for Microarrays—Power Through Complementarity
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Intelligent Decision Technologies
Graph-based methods for the automatic annotation and retrieval of art prints
Proceedings of the 1st ACM International Conference on Multimedia Retrieval
Garbage collection auto-tuning for Java mapreduce on multi-cores
Proceedings of the international symposium on Memory management
Tuning metaheuristics: A data mining based approach for particle swarm optimization
Expert Systems with Applications: An International Journal
An empirical evaluation of rotation-based ensemble classifiers for customer churn prediction
Expert Systems with Applications: An International Journal
A parallel random forest classifier for R
Proceedings of the second international workshop on Emerging computational methods for the life sciences
TransSearch: from a bilingual concordancer to a translation finder
Machine Translation
Classification ensemble by genetic algorithms
ICANNGA'11 Proceedings of the 10th international conference on Adaptive and natural computing algorithms - Volume Part I
Estimation of optimal sample size of decision forest with SVM using embedded cross-validation method
ACIIDS'11 Proceedings of the Third international conference on Intelligent information and database systems - Volume Part II
ACIIDS'11 Proceedings of the Third international conference on Intelligent information and database systems - Volume Part I
Data augmentation by predicting spending pleasure using commercially available external data
Journal of Intelligent Information Systems
A new co-training-style random forest for computer aided diagnosis
Journal of Intelligent Information Systems
A metadata geoparsing system for place name recognition and resolution in metadata records
Proceedings of the 11th annual international ACM/IEEE joint conference on Digital libraries
Hierarchical annotation of medical images
Pattern Recognition
Disambiguating temporal-contrastive discourse connectives for machine translation
HLT-SS '11 Proceedings of the ACL 2011 Student Session
Predicting clicks in a vocabulary learning system
HLT-SS '11 Proceedings of the ACL 2011 Student Session
Exploratory landscape analysis
Proceedings of the 13th annual conference on Genetic and evolutionary computation
Tuned data mining: a benchmark study on different tuners
Proceedings of the 13th annual conference on Genetic and evolutionary computation
Optimizing stacking ensemble by an ant colony optimization approach
Proceedings of the 13th annual conference companion on Genetic and evolutionary computation
Towards the automatic design of decision tree induction algorithms
Proceedings of the 13th annual conference companion on Genetic and evolutionary computation
Proceedings of the 13th annual conference companion on Genetic and evolutionary computation
Distributed tuning of machine learning algorithms using MapReduce Clusters
Proceedings of the Third Workshop on Large Scale Data Mining: Theory and Applications
A lung cancer outcome calculator using ensemble data mining on SEER data
Proceedings of the Tenth International Workshop on Data Mining in Bioinformatics
Stochastic boosting algorithms
Statistics and Computing
Efficient Gaussian process classification using random decision forests
Pattern Recognition and Image Analysis
A comparison of machine learning methods for the prediction of breast cancer
EvoBIO'11 Proceedings of the 9th European conference on Evolutionary computation, machine learning and data mining in bioinformatics
Job status prediction - catch them before they fail
GPC'11 Proceedings of the 6th international conference on Advances in grid and pervasive computing
Prediction of DNA-binding propensity of proteins by the ball-histogram method
ISBRA'11 Proceedings of the 7th international conference on Bioinformatics research and applications
A novel classifier ensemble method based on class weightening in huge dataset
ISNN'11 Proceedings of the 8th international conference on Advances in neural networks - Volume Part II
Effective diagnosis of Alzheimer's disease by means of distance metric learning and random forest
IWINAC'11 Proceedings of the 4th international conference on Interplay between natural and artificial computation: new challenges on bioinspired applications - Volume Part II
Bagging gradient-boosted trees for high precision, low variance ranking models
Proceedings of the 34th international ACM SIGIR conference on Research and development in Information Retrieval
Artificial Intelligence in Medicine
Random ensemble decision trees for learning concept-drifting data streams
PAKDD'11 Proceedings of the 15th Pacific-Asia conference on Advances in knowledge discovery and data mining - Volume Part I
Predicting private company exits using qualitative data
PAKDD'11 Proceedings of the 15th Pacific-Asia conference on Advances in knowledge discovery and data mining - Volume Part I
Studying the fix-time for bugs in large open source projects
Proceedings of the 7th International Conference on Predictive Models in Software Engineering
An iterative semi-supervised approach to software fault prediction
Proceedings of the 7th International Conference on Predictive Models in Software Engineering
Supervised learning for provenance-similarity of binaries
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
User reputation in a comment rating environment
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
Data-driven multi-touch attribution models
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
2D-interval predictions for time series
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
A simple statistical model and association rule filtering for classification
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
Exploiting place features in link prediction on location-based social networks
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
Meta optimization and its application to portfolio selection
Proceedings of the 17th ACM SIGKDD international conference on Knowledge discovery and data mining
Automatic branching detection in IVUS sequences
IbPRIA'11 Proceedings of the 5th Iberian conference on Pattern recognition and image analysis
Human activity recognition from accelerometer data using a wearable device
IbPRIA'11 Proceedings of the 5th Iberian conference on Pattern recognition and image analysis
Handwritten digits recognition improved by multiresolution classifier fusion
IbPRIA'11 Proceedings of the 5th Iberian conference on Pattern recognition and image analysis
An efficient hybrid classification algorithm: an example from palliative care
HAIS'11 Proceedings of the 6th international conference on Hybrid artificial intelligent systems - Volume Part II
Prediction of socioeconomic levels using cell phone records
UMAP'11 Proceedings of the 19th international conference on User modeling, adaption, and personalization
ISMM'11 Proceedings of the 10th international conference on Mathematical morphology and its applications to image and signal processing
Rotation forest with GEP-induced expression trees
KES-AMSTA'11 Proceedings of the 5th KES international conference on Agent and multi-agent systems: technologies and applications
Texture and color analysis for the automatic classification of the eye lipid layer
IWANN'11 Proceedings of the 11th international conference on Artificial neural networks conference on Advances in computational intelligence - Volume Part II
Testing ensembles for intrusion detection: On the identification of mutated network scans
CISIS'11 Proceedings of the 4th international conference on Computational intelligence in security for information systems
Machine learning enhancement of storm scale ensemble precipitation forecasts
Proceedings of the 2011 workshop on Knowledge discovery, modeling and simulation
Classifier selection by clustering
MCPR'11 Proceedings of the Third Mexican conference on Pattern recognition
Physical activity monitoring with mobile phones
ICOST'11 Proceedings of the 9th international conference on Toward useful services for elderly and people with disabilities: smart homes and health telematics
Clustering students to generate an ensemble to improve standard test score predictions
AIED'11 Proceedings of the 15th international conference on Artificial intelligence in education
Machine learning methods in character recognition
RSFDGrC'11 Proceedings of the 13th international conference on Rough sets, fuzzy sets, data mining and granular computing
Hybrid parallel classifiers for semantic subspace learning
ICANN'11 Proceedings of the 21st international conference on Artificial neural networks - Volume Part II
ICANN'11 Proceedings of the 21st international conference on Artificial neural networks - Volume Part II
Bias of importance measures for multi-valued attributes and solutions
ICANN'11 Proceedings of the 21st international conference on Artificial neural networks - Volume Part II
IPMI'11 Proceedings of the 22nd international conference on Information processing in medical imaging
Entangled decision forests and their application for semantic segmentation of CT images
IPMI'11 Proceedings of the 22nd international conference on Information processing in medical imaging
Detecting and classifying linear structures in mammograms using random forests
IPMI'11 Proceedings of the 22nd international conference on Information processing in medical imaging
ETree miner: a new GUHA procedure for building exploration trees
ISMIS'11 Proceedings of the 19th international conference on Foundations of intelligent systems
All that jazz in the random forest
ISMIS'11 Proceedings of the 19th international conference on Foundations of intelligent systems
Multi-label learning approaches for music instrument recognition
ISMIS'11 Proceedings of the 19th international conference on Foundations of intelligent systems
Accurate and privacy preserving cough sensing using a low-cost microphone
Proceedings of the 13th international conference on Ubiquitous computing
Artificial Intelligence in Medicine
Intelligent clinical decision support systems for non-invasive bladder cancer diagnosis
CIBB'10 Proceedings of the 7th international conference on Computational intelligence methods for bioinformatics and biostatistics
Hybridizing data stream mining and technical indicators in automated trading systems
MDAI'11 Proceedings of the 8th international conference on Modeling decisions for artificial intelligence
Identifying significant features in HIV sequence to predict patients' response to therapies
BSB'11 Proceedings of the 6th Brazilian conference on Advances in bioinformatics and computational biology
Multi-class object detection with hough forests using local histograms of visual words
CAIP'11 Proceedings of the 14th international conference on Computer analysis of images and patterns - Volume Part I
Robust, non-redundant feature selection for yield analysis in semiconductor manufacturing
ICDM'11 Proceedings of the 11th international conference on Advances in data mining: applications and theoretical aspects
ICDM'11 Proceedings of the 11th international conference on Advances in data mining: applications and theoretical aspects
ECML PKDD'11 Proceedings of the 2011 European conference on Machine learning and knowledge discovery in databases - Volume Part II
Resource-aware on-line RFID localization using proximity data
ECML PKDD'11 Proceedings of the 2011 European conference on Machine learning and knowledge discovery in databases - Volume Part III
On the stratification of multi-label data
ECML PKDD'11 Proceedings of the 2011 European conference on Machine learning and knowledge discovery in databases - Volume Part III
Learning from label proportions by optimizing cluster model selection
ECML PKDD'11 Proceedings of the 2011 European conference on Machine learning and knowledge discovery in databases - Volume Part III
Ensemble pruning via base-classifier replacement
WAIM'11 Proceedings of the 12th international conference on Web-age information management
Spam detection on twitter using traditional classifiers
ATC'11 Proceedings of the 8th international conference on Autonomic and trusted computing
New object detection features in the OpenCV library
Pattern Recognition and Image Analysis
Recognition of adult images, videos, and web page bags
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP) - Special section on ACM multimedia 2010 best paper candidates, and issue on social media
Enhanced Topic-based Vector Space Model for semantics-aware spam filtering
Expert Systems with Applications: An International Journal
Proceedings of the 7th International Symposium on Wikis and Open Collaboration
Automated atlas-based segmentation of NISSL-stained mouse brain sections using supervised learning
Programming and Computing Software
Real time head pose estimation from consumer depth cameras
DAGM'11 Proceedings of the 33rd international conference on Pattern recognition
Anomaly detection using ensembles
MCS'11 Proceedings of the 10th international conference on Multiple classifier systems
A dynamic logistic multiple classifier system for online classification
MCS'11 Proceedings of the 10th international conference on Multiple classifier systems
GRASP forest: a new ensemble method for trees
MCS'11 Proceedings of the 10th international conference on Multiple classifier systems
A comparison of random forest with ECOC-based classifiers
MCS'11 Proceedings of the 10th international conference on Multiple classifier systems
A latent variable pairwise classification model of a clustering ensemble
MCS'11 Proceedings of the 10th international conference on Multiple classifier systems
A new classifier ensembles framework
KES'11 Proceedings of the 15th international conference on Knowledge-based and intelligent information and engineering systems - Volume Part I
Features selection in character recognition with random forest classifier
ICCCI'11 Proceedings of the Third international conference on Computational collective intelligence: technologies and applications - Volume Part I
Investigation of random subspace and random forest methods applied to property valuation data
ICCCI'11 Proceedings of the Third international conference on Computational collective intelligence: technologies and applications - Volume Part I
Clustering and classification techniques for blind predictions of reservoir facies
AI*IA'11 Proceedings of the 12th international conference on Artificial intelligence around man and beyond
Categorizing cells in phytoplankton images
GAVTASC'11 Proceedings of the 11th WSEAS international conference on Signal processing, computational geometry and artificial vision, and Proceedings of the 11th WSEAS international conference on Systems theory and scientific computation
Tree approximation of the long wave radiation parameterization in the NCAR CAM global climate model
Journal of Computational and Applied Mathematics
Random feature weights for decision tree ensemble construction
Information Fusion
A multilevel information fusion approach for visual quality inspection
Information Fusion
Generalizing matrix factorization through flexible regression priors
Proceedings of the fifth ACM conference on Recommender systems
Detection, grading and classification of coronary stenoses in computed tomography angiography
MICCAI'11 Proceedings of the 14th international conference on Medical image computing and computer-assisted intervention - Volume Part III
Fast multiple organ detection and localization in whole-body MR Dixon sequences
MICCAI'11 Proceedings of the 14th international conference on Medical image computing and computer-assisted intervention - Volume Part III
Robust skull stripping of clinical Glioblastoma multiforme data
MICCAI'11 Proceedings of the 14th international conference on Medical image computing and computer-assisted intervention - Volume Part III
ISVC'11 Proceedings of the 7th international conference on Advances in visual computing - Volume Part II
A new metric for greedy ensemble pruning
AICI'11 Proceedings of the Third international conference on Artificial intelligence and computational intelligence - Volume Part II
SVM based MLP neural network algorithm and application in intrusion detection
AICI'11 Proceedings of the Third international conference on Artificial intelligence and computational intelligence - Volume Part III
Automatic segmentation of vertebrae from radiographs: a sample-driven active shape model approach
MLMI'11 Proceedings of the Second international conference on Machine learning in medical imaging
MLMI'11 Proceedings of the Second international conference on Machine learning in medical imaging
Random forest-based manifold learning for classification of imaging data in dementia
MLMI'11 Proceedings of the Second international conference on Machine learning in medical imaging
MLMI'11 Proceedings of the Second international conference on Machine learning in medical imaging
Expert Systems with Applications: An International Journal
Bootstrapping parameter estimation in dynamic systems
DS'11 Proceedings of the 14th international conference on Discovery science
Regionwise classification of building facade images
PIA'11 Proceedings of the 2011 ISPRS conference on Photogrammetric image analysis
Supervised classification of multiple view images in object space for seismic damage assessment
PIA'11 Proceedings of the 2011 ISPRS conference on Photogrammetric image analysis
Efficient action extraction with many-to-many relationship between actions and features
LORI'11 Proceedings of the Third international conference on Logic, rationality, and interaction
Rule-based estimation of attribute relevance
RSKT'11 Proceedings of the 6th international conference on Rough sets and knowledge technology
Offline signature verification and identification by hybrid features and Support Vector Machine
International Journal of Artificial Intelligence and Soft Computing
Robust classification ensemble method for microarray data
International Journal of Data Mining and Bioinformatics
Fast Kernel Discriminant Analysis for Classification of Liver Cancer Mass Spectra
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Communications of the ACM
Designing an ensemble classifier over subspace classifiers using iterative convergence routine
Proceedings of the 20th ACM international conference on Information and knowledge management
Generating links to background knowledge: a case study using narrative radiology reports
Proceedings of the 20th ACM international conference on Information and knowledge management
Detection of text quality flaws as a one-class classification problem
Proceedings of the 20th ACM international conference on Information and knowledge management
Computer Methods and Programs in Biomedicine
Dynamic classifier ensemble model for customer classification with imbalanced class distribution
Expert Systems with Applications: An International Journal
An experimental comparison of classification algorithms for imbalanced credit scoring data sets
Expert Systems with Applications: An International Journal
International Journal of Bioinformatics Research and Applications
Multiclass object detection by combining local appearances and context
MM '11 Proceedings of the 19th ACM international conference on Multimedia
Learning to produce 3D media from a captured 2D video
MM '11 Proceedings of the 19th ACM international conference on Multimedia
Application of machine learning methods to spatial interpolation of environmental variables
Environmental Modelling & Software
Real-time head pose estimation using random regression forests
CCBR'11 Proceedings of the 6th Chinese conference on Biometric recognition
Ensemble logistic regression for feature selection
PRIB'11 Proceedings of the 6th IAPR international conference on Pattern recognition in bioinformatics
International Journal of Bioinformatics Research and Applications
Expert Systems with Applications: An International Journal
Long-term monitoring of COPD using wearable sensors
Proceedings of the 2nd Conference on Wireless Health
Survey and taxonomy of feature selection algorithms in intrusion detection system
Inscrypt'06 Proceedings of the Second SKLOIS conference on Information Security and Cryptology
Feature elimination approach based on random forest for cancer diagnosis
MICAI'06 Proceedings of the 5th Mexican international conference on Artificial Intelligence
Decision forests with oblique decision trees
MICAI'06 Proceedings of the 5th Mexican international conference on Artificial Intelligence
Toward lightweight detection and visualization for denial of service attacks
MICAI'06 Proceedings of the 5th Mexican international conference on Artificial Intelligence
Toward lightweight intrusion detection system through simultaneous intrinsic model identification
ISPA'06 Proceedings of the 2006 international conference on Frontiers of High Performance Computing and Networking
Ensembles of Restricted Hoeffding Trees
ACM Transactions on Intelligent Systems and Technology (TIST)
Driven forward features selection: a comparative study on neural networks
ICONIP'06 Proceedings of the 13th international conference on Neural Information Processing - Volume Part II
Optimisation and evaluation of random forests for imbalanced datasets
ISMIS'06 Proceedings of the 16th international conference on Foundations of Intelligent Systems
Efficient model-based clustering for LC-MS data
WABI'06 Proceedings of the 6th international conference on Algorithms in Bioinformatics
Dynamic integration with random forests
ECML'06 Proceedings of the 17th European conference on Machine Learning
Robust analysis of silhouettes by morphological size distributions
ACIVS'06 Proceedings of the 8th international conference on Advanced Concepts For Intelligent Vision Systems
Segmenting highly articulated video objects with weak-prior random forests
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part IV
Variable randomness in decision tree ensembles
PAKDD'06 Proceedings of the 10th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining
Further improving emerging pattern based classifiers via bagging
PAKDD'06 Proceedings of the 10th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining
Improving on bagging with input smearing
PAKDD'06 Proceedings of the 10th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining
Bagging model trees for classification problems
PCI'05 Proceedings of the 10th Panhellenic conference on Advances in Informatics
HiPC'05 Proceedings of the 12th international conference on High Performance Computing
A random method for quantifying changing distributions in data streams
PKDD'05 Proceedings of the 9th European conference on Principles and Practice of Knowledge Discovery in Databases
Building lightweight intrusion detection system based on random forest
ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part III
Two credit scoring models based on dual strategy ensemble trees
Knowledge-Based Systems
Data-driven modeling approaches to support wastewater treatment plant operation
Environmental Modelling & Software
A hybrid ensemble approach for enterprise credit risk assessment based on Support Vector Machine
Expert Systems with Applications: An International Journal
Random forests based monitoring of human larynx using questionnaire data
Expert Systems with Applications: An International Journal
Bayesian filter based behavior recognition in workflows allowing for user feedback
Computer Vision and Image Understanding
RAGE - A rapid graphlet enumerator for large networks
Computer Networks: The International Journal of Computer and Telecommunications Networking
CompLife'06 Proceedings of the Second international conference on Computational Life Sciences
On the interpretation of high throughput MS based metabolomics fingerprints with random forest
CompLife'06 Proceedings of the Second international conference on Computational Life Sciences
An evolutionary and attribute-oriented ensemble classifier
ICCSA'06 Proceedings of the 2006 international conference on Computational Science and Its Applications - Volume Part II
Making Diversity Enhancement Based on Multiple Classifier System by Weight Tuning
Neural Processing Letters
Proceedings of the fifth ACM international conference on Web search and data mining
Adding semantics to microblog posts
Proceedings of the fifth ACM international conference on Web search and data mining
Sample-based software defect prediction with active and semi-supervised learning
Automated Software Engineering
Hellinger distance decision trees are robust and skew-insensitive
Data Mining and Knowledge Discovery
Estimating the risk of fire outbreaks in the natural environment
Data Mining and Knowledge Discovery
Building ensembles of neural networks with class-switching
ICANN'06 Proceedings of the 16th international conference on Artificial Neural Networks - Volume Part I
Variable consistency bagging ensembles
Transactions on Rough Sets XI
A statistical method for determining importance of variables in an information system
RSCTC'06 Proceedings of the 5th international conference on Rough Sets and Current Trends in Computing
Statistical methods for data mining and knowledge discovery
ICFCA'10 Proceedings of the 8th international conference on Formal Concept Analysis
On selecting additional predictive models in double bagging type ensemble method
ICCSA'10 Proceedings of the 2010 international conference on Computational Science and Its Applications - Volume Part IV
EvoBIO'10 Proceedings of the 8th European conference on Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics
Using rotation forest for protein fold prediction problem: an empirical study
EvoBIO'10 Proceedings of the 8th European conference on Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics
Constructing rough decision forests
RSFDGrC'05 Proceedings of the 10th international conference on Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing - Volume Part II
Ensemble learning with supervised kernels
ECML'05 Proceedings of the 16th European conference on Machine Learning
Rule and tree ensembles for unrestricted coreference resolution
CONLL Shared Task '11 Proceedings of the Fifteenth Conference on Computational Natural Language Learning: Shared Task
Isolation-Based Anomaly Detection
ACM Transactions on Knowledge Discovery from Data (TKDD)
Learning partial ordinal class memberships with kernel-based proportional odds models
Computational Statistics & Data Analysis
Ensembles of classifiers from spatially disjoint data
MCS'05 Proceedings of the 6th international conference on Multiple Classifier Systems
Design of multiple classifier systems for time series data
MCS'05 Proceedings of the 6th international conference on Multiple Classifier Systems
Using an ensemble of classifiers to audit a production classifier
MCS'05 Proceedings of the 6th international conference on Multiple Classifier Systems
A classification approach to multi-biometric score fusion
AVBPA'05 Proceedings of the 5th international conference on Audio- and Video-Based Biometric Person Authentication
Knowledge-Based sampling for subgroup discovery
LPD'04 Proceedings of the 2004 international conference on Local Pattern Detection
Understanding patterns with different subspace classification
MLDM'05 Proceedings of the 4th international conference on Machine Learning and Data Mining in Pattern Recognition
Bagging random trees for estimation of tissue softness
MLDM'05 Proceedings of the 4th international conference on Machine Learning and Data Mining in Pattern Recognition
Reproducible statistical analysis in microarray profiling studies
PARA'04 Proceedings of the 7th international conference on Applied Parallel Computing: state of the Art in Scientific Computing
Maximizing tree diversity by building complete-random decision trees
PAKDD'05 Proceedings of the 9th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining
Novel ensemble methods for regression via classification problems
Expert Systems with Applications: An International Journal
Ensemble learning based on multi-task class labels
PAKDD'10 Proceedings of the 14th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part II
Generating diverse ensembles to counter the problem of class imbalance
PAKDD'10 Proceedings of the 14th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part II
Relationship between diversity and correlation in multi-classifier systems
PAKDD'10 Proceedings of the 14th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part II
Classification of linear structures in mammograms using random forests
IWDM'10 Proceedings of the 10th international conference on Digital Mammography
Ensemble algorithms for feature selection
Proceedings of the First international conference on Deterministic and Statistical Methods in Machine Learning
Twitter catches the flu: detecting influenza epidemics using Twitter
EMNLP '11 Proceedings of the Conference on Empirical Methods in Natural Language Processing
Prediction of the performance of human liver cell bioreactors by donor organ data
ISBMDA'05 Proceedings of the 6th International conference on Biological and Medical Data Analysis
Proceedings of the 2nd ACM Conference on Bioinformatics, Computational Biology and Biomedicine
Proceedings of the 2nd ACM Conference on Bioinformatics, Computational Biology and Biomedicine
Computational Biology and Chemistry
SETN'10 Proceedings of the 6th Hellenic conference on Artificial Intelligence: theories, models and applications
Exploratory matrix factorization for PET image analysis
HAIS'10 Proceedings of the 5th international conference on Hybrid Artificial Intelligence Systems - Volume Part I
Expert Systems with Applications: An International Journal
Bagging schemes on the presence of class noise in classification
Expert Systems with Applications: An International Journal
Recursive partitioning on incomplete data using surrogate decisions and multiple imputation
Computational Statistics & Data Analysis
Parallel hierarchical sampling: A general-purpose interacting Markov chains Monte Carlo algorithm
Computational Statistics & Data Analysis
Searching for rules to detect defective modules: A subgroup discovery approach
Information Sciences: an International Journal
Bias and variance of rotation-based ensembles
IWANN'05 Proceedings of the 8th international conference on Artificial Neural Networks: computational Intelligence and Bioinspired Systems
Classifying relational data with neural networks
ILP'05 Proceedings of the 15th international conference on Inductive Logic Programming
Automated quality control for mobile data collection
Proceedings of the 2nd ACM Symposium on Computing for Development
Semi-supervised ensemble classification in subspaces
Applied Soft Computing
Oracle coached decision trees and lists
IDA'10 Proceedings of the 9th international conference on Advances in Intelligent Data Analysis
Spatial variable importance assessment for yield prediction in precision agriculture
IDA'10 Proceedings of the 9th international conference on Advances in Intelligent Data Analysis
Exploiting randomness for feature selection in multinomial logit: a CRM cross-sell application
ICDM'06 Proceedings of the 6th Industrial Conference on Data Mining conference on Advances in Data Mining: applications in Medicine, Web Mining, Marketing, Image and Signal Mining
Feature selection using SVM probabilistic outputs
ICONIP'06 Proceedings of the 13 international conference on Neural Information Processing - Volume Part I
Collaborative discovery through biological language modeling interface
Ambient Intelligence in Everyday Life
Large margin classifiers and Random Forests for integrated biological prediction
International Journal of Bioinformatics Research and Applications
Selective voting in convex-hull ensembles improves classification accuracy
Artificial Intelligence in Medicine
Artificial Intelligence in Medicine
ICAISC'06 Proceedings of the 8th international conference on Artificial Intelligence and Soft Computing
Turkish fingerspelling recognition system using axis of least inertia based fast alignment
AI'06 Proceedings of the 19th Australian joint conference on Artificial Intelligence: advances in Artificial Intelligence
Phoneme recognition using sparse random projections and ensemble classifiers
NOLISP'09 Proceedings of the 2009 international conference on Advances in Nonlinear Speech Processing
Bagging decision trees on data sets with classification noise
FoIKS'10 Proceedings of the 6th international conference on Foundations of Information and Knowledge Systems
Semantic classification in aerial imagery by integrating appearance and height information
ACCV'09 Proceedings of the 9th Asian conference on Computer Vision - Volume Part II
A double pruning algorithm for classification ensembles
MCS'10 Proceedings of the 9th international conference on Multiple Classifier Systems
A multi-classifier system for off-line signature verification based on dissimilarity representation
MCS'10 Proceedings of the 9th international conference on Multiple Classifier Systems
ETL ensembles for chunking, NER and SRL
CICLing'10 Proceedings of the 11th international conference on Computational Linguistics and Intelligent Text Processing
Visual analytics of clinical and genetic datasets of acute lymphoblastic leukaemia
ICONIP'11 Proceedings of the 18th international conference on Neural Information Processing - Volume Part I
IDEAL'06 Proceedings of the 7th international conference on Intelligent Data Engineering and Automated Learning
Best subset feature selection for massive mixed-type problems
IDEAL'06 Proceedings of the 7th international conference on Intelligent Data Engineering and Automated Learning
HistDoc - a toolbox for processing images of historical documents
ICIAR'10 Proceedings of the 7th international conference on Image Analysis and Recognition - Volume Part II
Sequential model-based optimization for general algorithm configuration
LION'05 Proceedings of the 5th international conference on Learning and Intelligent Optimization
Virus texture analysis using local binary patterns and radial density profiles
CIARP'11 Proceedings of the 16th Iberoamerican Congress conference on Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications
Unsupervised and supervised learning in cascade for petroleum geology
Expert Systems with Applications: An International Journal
Generalised bottom-up pruning: A model level combination of decision trees
Expert Systems with Applications: An International Journal
Preprocessing unbalanced data using support vector machine
Decision Support Systems
Environmental Modelling & Software
Classification of vehicle type and make by combined features and random subspace ensemble
International Journal of Computational Vision and Robotics
Constraint based induction of multi-objective regression trees
KDID'05 Proceedings of the 4th international conference on Knowledge Discovery in Inductive Databases
Identifying feature relevance using a random forest
SLSFS'05 Proceedings of the 2005 international conference on Subspace, Latent Structure and Feature Selection
Rough sets for selection of functionally diverse genes from microarray data
SEMCCO'11 Proceedings of the Second international conference on Swarm, Evolutionary, and Memetic Computing - Volume Part I
Subglacial water presence classification from polar radar data
Engineering Applications of Artificial Intelligence
Schelling points on 3D surface meshes
ACM Transactions on Graphics (TOG) - SIGGRAPH 2012 Conference Proceedings
Foundations and Trends® in Computer Graphics and Vision
CCC: classifier combination via classifier
ICIC'11 Proceedings of the 7th international conference on Advanced Intelligent Computing
Multi-Test decision trees for gene expression data analysis
SIIS'11 Proceedings of the 2011 international conference on Security and Intelligent Information Systems
Playing in unison in the random forest
SIIS'11 Proceedings of the 2011 international conference on Security and Intelligent Information Systems
Overview of the second workshop on medical content---based retrieval for clinical decision support
MCBR-CDS'11 Proceedings of the Second MICCAI international conference on Medical Content-Based Retrieval for Clinical Decision Support
MCBR-CDS'11 Proceedings of the Second MICCAI international conference on Medical Content-Based Retrieval for Clinical Decision Support
Improving bagging performance through multi-algorithm ensembles
PAKDD'11 Proceedings of the 15th international conference on New Frontiers in Applied Data Mining
Online modeling of proactive moderation system for auction fraud detection
Proceedings of the 21st international conference on World Wide Web
Learning from the past: answering new questions with past answers
Proceedings of the 21st international conference on World Wide Web
Vertex collocation profiles: subgraph counting for link analysis and prediction
Proceedings of the 21st international conference on World Wide Web
Beyond trees: adopting MITI to learn rules and ensemble classifiers for multi-instance data
AI'11 Proceedings of the 24th international conference on Advances in Artificial Intelligence
A simple bayesian algorithm for feature ranking in high dimensional regression problems
AI'11 Proceedings of the 24th international conference on Advances in Artificial Intelligence
Semi-random model tree ensembles: an effective and scalable regression method
AI'11 Proceedings of the 24th international conference on Advances in Artificial Intelligence
Finding suits in images of people
MMM'12 Proceedings of the 18th international conference on Advances in Multimedia Modeling
From cluster ensemble to structure ensemble
Information Sciences: an International Journal
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Diagnosing Breast Masses in Digital Mammography Using Feature Selection and Ensemble Methods
Journal of Medical Systems
Large-scale Gaussian process classification using random decision forests
Pattern Recognition and Image Analysis
Journal of Mathematical Imaging and Vision
Automatic recognition of gait-related health problems in the elderly using machine learning
Multimedia Tools and Applications
Computational Statistics & Data Analysis
Environmental Modelling & Software
An associative memory approach to medical decision support systems
Computer Methods and Programs in Biomedicine
User identity verification via mouse dynamics
Information Sciences: an International Journal
Instructing people for training gestural interactive systems
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Predictive analytics in information systems research
MIS Quarterly
Pose robust face tracking by combining view-based AAMs and temporal filters
Computer Vision and Image Understanding
An intelligent dynamic MRI system for automatic nasal tumor detection
Advances in Fuzzy Systems - Special issue on Hybrid Biomedical Intelligent Systems
Large-scale machine learning at twitter
SIGMOD '12 Proceedings of the 2012 ACM SIGMOD International Conference on Management of Data
A graph mining approach for detecting unknown malwares
Journal of Visual Languages and Computing
Classifying the risk of work related low back disorders due to manual material handling tasks
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Not so greedy: Randomly Selected Naive Bayes
Expert Systems with Applications: An International Journal
Improving customer retention in financial services using kinship network information
Expert Systems with Applications: An International Journal
Spam detection using Random Boost
Pattern Recognition Letters
A semi-supervised feature ranking method with ensemble learning
Pattern Recognition Letters
A tool for generating synthetic authorship records for evaluating author name disambiguation methods
Information Sciences: an International Journal
Artificial Intelligence in Medicine
Proceedings of the 27th Annual ACM Symposium on Applied Computing
Bagging tree classifiers for laser scanning images: a data- and simulation-based strategy
Artificial Intelligence in Medicine
Evolutionary design of decision trees for medical application
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery
Citation-based bootstrapping for large-scale author disambiguation
Journal of the American Society for Information Science and Technology
MICCAI'11 Proceedings of the Third international conference on Abdominal Imaging: computational and Clinical Applications
Ensemble detection of colorectal lesions for CT colonography
MICCAI'11 Proceedings of the Third international conference on Abdominal Imaging: computational and Clinical Applications
A fast subspace text categorization method using parallel classifiers
CICLing'12 Proceedings of the 13th international conference on Computational Linguistics and Intelligent Text Processing - Volume Part II
DRFLogitBoost: a double randomized decision forest incorporated with logitboosted decision stumps
ACIIDS'12 Proceedings of the 4th Asian conference on Intelligent Information and Database Systems - Volume Part I
ACIIDS'12 Proceedings of the 4th Asian conference on Intelligent Information and Database Systems - Volume Part I
Financial distress prediction using support vector machines: Ensemble vs. individual
Applied Soft Computing
2012 Special Issue: Analysis of the IJCNN 2011 UTL challenge
Neural Networks
Editors Choice Article: I2VM: Incremental import vector machines
Image and Vision Computing
A hybrid KMV model, random forests and rough set theory approach for credit rating
Knowledge-Based Systems
An extensive experimental comparison of methods for multi-label learning
Pattern Recognition
Novel Fisher discriminant classifiers
Pattern Recognition
A genetic algorithm for Hierarchical Multi-Label Classification
Proceedings of the 27th Annual ACM Symposium on Applied Computing
Hunting for fraudsters in random forests
HAIS'12 Proceedings of the 7th international conference on Hybrid Artificial Intelligent Systems - Volume Part I
Computational complexity reduction and interpretability improvement of distance-based decision trees
HAIS'12 Proceedings of the 7th international conference on Hybrid Artificial Intelligent Systems - Volume Part I
Image analysis pipeline for automatic karyotyping
HAIS'12 Proceedings of the 7th international conference on Hybrid Artificial Intelligent Systems - Volume Part II
A hybrid segmentation of abdominal CT images
HAIS'12 Proceedings of the 7th international conference on Hybrid Artificial Intelligent Systems - Volume Part II
International Journal of Intelligent Systems in Accounting and Finance Management
An efficient ensemble classification method based on novel classifier selection technique
Proceedings of the 2nd International Conference on Web Intelligence, Mining and Semantics
ADP: automated diagnosis of performance pathologies using hardware events
Proceedings of the 12th ACM SIGMETRICS/PERFORMANCE joint international conference on Measurement and Modeling of Computer Systems
Energy-Based metric for ensemble selection
APWeb'12 Proceedings of the 14th Asia-Pacific international conference on Web Technologies and Applications
Comparison of methods for meta-dimensional data analysis using in silico and biological data sets
EvoBIO'12 Proceedings of the 10th European conference on Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics
Evolutionary data selection for enhancing models of intraday forex time series
EvoApplications'12 Proceedings of the 2012t European conference on Applications of Evolutionary Computation
Evolutionary regression machines for precision agriculture
EvoApplications'12 Proceedings of the 2012t European conference on Applications of Evolutionary Computation
Ensemble methods for biclustering tasks
Pattern Recognition
IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Two
Fast anomaly detection for streaming data
IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Two
IJCAI'11 Proceedings of the Twenty-Second international joint conference on Artificial Intelligence - Volume Volume Two
Multiple instance learning for classifying students in learning management systems
Expert Systems with Applications: An International Journal
Supervised learning of Gaussian mixture models for visual vocabulary generation
Pattern Recognition
The build of n-Bits Binary Coding ICBP Ensemble System
Neurocomputing
Tapprints: your finger taps have fingerprints
Proceedings of the 10th international conference on Mobile systems, applications, and services
Fast Human Pose Detection Using Randomized Hierarchical Cascades of Rejectors
International Journal of Computer Vision
Classification of Epilepsy Using High-Order Spectra Features and Principle Component Analysis
Journal of Medical Systems
A Review of Codebook Models in Patch-Based Visual Object Recognition
Journal of Signal Processing Systems
Word sense disambiguation for spam filtering
Electronic Commerce Research and Applications
Save the best for last? The treatment of dominant predictors in financial forecasting
Expert Systems with Applications: An International Journal
Pattern Recognition Letters
Exploring boundaries: optimising individual class boundaries for binary classification problem
Proceedings of the 14th annual conference on Genetic and evolutionary computation
A hyper-heuristic evolutionary algorithm for automatically designing decision-tree algorithms
Proceedings of the 14th annual conference on Genetic and evolutionary computation
Margin optimization based pruning for random forest
Neurocomputing
Acute leukemia classification by ensemble particle swarm model selection
Artificial Intelligence in Medicine
Proceedings of the 14th annual conference companion on Genetic and evolutionary computation
SPOT applied to non-stochastic optimization problems: an experimental study
Proceedings of the 14th annual conference companion on Genetic and evolutionary computation
Multi-criteria optimization for hard problems under limited budgets
Proceedings of the 14th annual conference companion on Genetic and evolutionary computation
Automated labeling of ink stroke data
Proceedings of the International Symposium on Sketch-Based Interfaces and Modeling
Network intrusion detection system: a machine learning approach
Intelligent Decision Technologies
Privacy and utility for defect prediction: experiments with MORPH
Proceedings of the 34th International Conference on Software Engineering
Fast shared boosting for large-scale concept detection
Multimedia Tools and Applications
Intelligible models for classification and regression
Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining
Random forests for metric learning with implicit pairwise position dependence
Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining
Multi-Task reinforcement learning: shaping and feature selection
EWRL'11 Proceedings of the 9th European conference on Recent Advances in Reinforcement Learning
Investigation of rotation forest method applied to property price prediction
ICAISC'12 Proceedings of the 11th international conference on Artificial Intelligence and Soft Computing - Volume Part I
ICAISC'12 Proceedings of the 11th international conference on Artificial Intelligence and Soft Computing - Volume Part I
Neighborhood random classification
PAKDD'12 Proceedings of the 16th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part I
Scalable random forests for massive data
PAKDD'12 Proceedings of the 16th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part I
Hybrid random forests: advantages of mixed trees in classifying text data
PAKDD'12 Proceedings of the 16th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part I
Unsupervised ensemble learning for mining top-n outliers
PAKDD'12 Proceedings of the 16th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part I
Heterogeneous ensemble for feature drifts in data streams
PAKDD'12 Proceedings of the 16th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part II
SDAI: An integral evaluation methodology for content-based spam filtering models
Expert Systems with Applications: An International Journal
Mal-ID: automatic malware detection using common segment analysis and meta-features
The Journal of Machine Learning Research
Analysis of a random forests model
The Journal of Machine Learning Research
Inferring land use from mobile phone activity
Proceedings of the ACM SIGKDD International Workshop on Urban Computing
Adaptive context features for toponym resolution in streaming news
SIGIR '12 Proceedings of the 35th international ACM SIGIR conference on Research and development in information retrieval
Predicting quality flaws in user-generated content: the case of wikipedia
SIGIR '12 Proceedings of the 35th international ACM SIGIR conference on Research and development in information retrieval
A novel approach to estimate proximity in a random forest: An exploratory study
Expert Systems with Applications: An International Journal
Automatic categorisation of comments in social news websites
Expert Systems with Applications: An International Journal
A network intrusion detection system based on a Hidden Naïve Bayes multiclass classifier
Expert Systems with Applications: An International Journal
Research article: Sparse regularized discriminant analysis with application to microarrays
Computational Biology and Chemistry
Causally motivated attribution for online advertising
Proceedings of the Sixth International Workshop on Data Mining for Online Advertising and Internet Economy
Evaluating component solver contributions to portfolio-based algorithm selectors
SAT'12 Proceedings of the 15th international conference on Theory and Applications of Satisfiability Testing
Detecting social spam campaigns on twitter
ACNS'12 Proceedings of the 10th international conference on Applied Cryptography and Network Security
Gene Selection Using Iterative Feature Elimination Random Forests for Survival Outcomes
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
ClassAMP: A Prediction Tool for Classification of Antimicrobial Peptides
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
How many trees in a random forest?
MLDM'12 Proceedings of the 8th international conference on Machine Learning and Data Mining in Pattern Recognition
Private client-side profiling with random forests and hidden markov models
PETS'12 Proceedings of the 12th international conference on Privacy Enhancing Technologies
Credit Rating Change Modeling Using News and Financial Ratios
ACM Transactions on Management Information Systems (TMIS)
Recognizing pornographic images
Proceedings of the on Multimedia and security
Fundamenta Informaticae - Machine Learning in Bioinformatics
Predictive learning, knowledge discovery and philosophy of science
WCCI'12 Proceedings of the 2012 World Congress conference on Advances in Computational Intelligence
Adapting breast density classification from digitized to full-field digital mammograms
IWDM'12 Proceedings of the 11th international conference on Breast Imaging
A new method for hand detection based on hough forest
ISNN'12 Proceedings of the 9th international conference on Advances in Neural Networks - Volume Part II
Application of classification algorithms on IDDM rat data
ICDM'12 Proceedings of the 12th Industrial conference on Advances in Data Mining: applications and theoretical aspects
Computer Methods and Programs in Biomedicine
An interactive approach to semantic modeling of indoor scenes with an RGBD camera
ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH Asia 2012
A search-classify approach for cluttered indoor scene understanding
ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH Asia 2012
Learning from Skewed Class Multi-relational Databases
Fundamenta Informaticae - Progress on Multi-Relational Data Mining
Multi-modal non-intrusive sleep pattern recognition in elder assistive environment
ICOST'12 Proceedings of the 10th international smart homes and health telematics conference on Impact Ananlysis of Solutions for Chronic Disease Prevention and Management
A heuristically perturbation of dataset to achieve a diverse ensemble of classifiers
MCPR'12 Proceedings of the 4th Mexican conference on Pattern Recognition
Feature selection for improved phishing detection
IEA/AIE'12 Proceedings of the 25th international conference on Industrial Engineering and Other Applications of Applied Intelligent Systems: advanced research in applied artificial intelligence
Detecting changing emotions in natural speech
IEA/AIE'12 Proceedings of the 25th international conference on Industrial Engineering and Other Applications of Applied Intelligent Systems: advanced research in applied artificial intelligence
Root attribute behavior within a random forest
IDEAL'12 Proceedings of the 13th international conference on Intelligent Data Engineering and Automated Learning
Review: Supervised classification and mathematical optimization
Computers and Operations Research
Friends don't lie: inferring personality traits from social network structure
Proceedings of the 2012 ACM Conference on Ubiquitous Computing
Proceedings of the 2012 ACM Conference on Ubiquitous Computing
Detecting eye contact using wearable eye-tracking glasses
Proceedings of the 2012 ACM Conference on Ubiquitous Computing
Evolutionary Hough Games for coherent object detection
Computer Vision and Image Understanding
A Bayesian stochastic search method for discovering Markov boundaries
Knowledge-Based Systems
Ensemble approaches for regression: A survey
ACM Computing Surveys (CSUR)
Improving accuracy in face tracking user interfaces using consumer devices
Proceedings of the 1st Annual conference on Research in information technology
User edits classification using document revision histories
EACL '12 Proceedings of the 13th Conference of the European Chapter of the Association for Computational Linguistics
Unsupervised human skeleton extraction from Kinect depth images
Proceedings of the 4th International Conference on Internet Multimedia Computing and Service
Color fused multiple features for traffic sign recognition
Proceedings of the 4th International Conference on Internet Multimedia Computing and Service
ACM Transactions on Asian Language Information Processing (TALIP) - Special Issue on RITE
Predicting protective bacterial antigens using random forest classifiers
Proceedings of the ACM Conference on Bioinformatics, Computational Biology and Biomedicine
Early diagnosis of Alzheimer's disease based on Partial Least Squares and Support Vector Machine
Expert Systems with Applications: An International Journal
Mining control flow graph as API call-grams to detect portable executable malware
Proceedings of the Fifth International Conference on Security of Information and Networks
A random forest system combination approach for error detection in digital dictionaries
HYBRID '12 Proceedings of the Workshop on Innovative Hybrid Approaches to the Processing of Textual Data
Learning speaker, addressee and overlap detection models from multimodal streams
Proceedings of the 14th ACM international conference on Multimodal interaction
Multiple classifier combination using reject options and markov fusion networks
Proceedings of the 14th ACM international conference on Multimodal interaction
Quantitative intrusion intensity assessment for intrusion detection systems
Security and Communication Networks
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery
Proceedings of the ACM sixth international workshop on Data and text mining in biomedical informatics
Predicting baby feeding method from unstructured electronic health record data
Proceedings of the ACM sixth international workshop on Data and text mining in biomedical informatics
Grass, scrub, trees and random forest
Proceedings of the 1st ACM international workshop on Multimedia analysis for ecological data
Domain adaptation for coreference resolution: an adaptive ensemble approach
EMNLP-CoNLL '12 Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning
Analyzing patient records to establish if and when a patient suffered from a medical condition
BioNLP '12 Proceedings of the 2012 Workshop on Biomedical Natural Language Processing
LAW VI '12 Proceedings of the Sixth Linguistic Annotation Workshop
DCU-symantec submission for the WMT 2012 quality estimation task
WMT '12 Proceedings of the Seventh Workshop on Statistical Machine Translation
Non-linear models for confidence estimation
WMT '12 Proceedings of the Seventh Workshop on Statistical Machine Translation
Empirical study of Software Quality estimation
Proceedings of the Second International Conference on Computational Science, Engineering and Information Technology
Random multiclass classification: generalizing random forests to random MNL and random NB
DEXA'07 Proceedings of the 18th international conference on Database and Expert Systems Applications
Using structural patches tiling to guide human head-shoulder segmentation
Proceedings of the 20th ACM international conference on Multimedia
Bilingual analysis of song lyrics and audio words
Proceedings of the 20th ACM international conference on Multimedia
Multi-view action recognition using local similarity random forests and sensor fusion
Pattern Recognition Letters
Texture feature ranking with relevance learning to classify interstitial lung disease patterns
Artificial Intelligence in Medicine
Real-time human pose recognition in parts from single depth images
Communications of the ACM
Weighted linear kernel with tree transformed features for malware detection
Proceedings of the 21st ACM international conference on Information and knowledge management
Machine Learning Methods For Detecting Patterns Of Management Fraud
Computational Intelligence
Occlusion cues for image scene layering
Computer Vision and Image Understanding
Caesar: an intelligent domestic service robot
Intelligent Service Robotics
Predicting the secondary structure of proteins using machine learning algorithms
International Journal of Data Mining and Bioinformatics
Multi-label ensemble based on variable pairwise constraint projection
Information Sciences: an International Journal
Scene text detection using graph model built upon maximally stable extremal regions
Pattern Recognition Letters
treeKL: A distance between high dimension empirical distributions
Pattern Recognition Letters
Tree ensembles for predicting structured outputs
Pattern Recognition
Assessing print quality by machine in offset colour printing
Knowledge-Based Systems
Identifying important factors for future contribution of wikipedia editors
PKAW'12 Proceedings of the 12th Pacific Rim conference on Knowledge Management and Acquisition for Intelligent Systems
Efficient object categorization with the surface-approximation polynomials descriptor
SC'12 Proceedings of the 2012 international conference on Spatial Cognition VIII
Learning domain knowledge for façade labelling
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part I
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part II
A discrete chain graph model for 3d+t cell tracking with high misdetection robustness
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part III
Ensemble partitioning for unsupervised image categorization
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part III
Supervised geodesic propagation for semantic label transfer
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part III
Hand pose estimation and hand shape classification using multi-layered randomized decision forests
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part VI
Robust and accurate shape model fitting using random forest regression voting
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part VII
A memory efficient discriminative approach for location aided recognition
ECCV'12 Proceedings of the 12th international conference on Computer Vision - Volume Part I
Automated textual descriptions for a wide range of video events with 48 human actions
ECCV'12 Proceedings of the 12th international conference on Computer Vision - Volume Part I
Person re-identification: what features are important?
ECCV'12 Proceedings of the 12th international conference on Computer Vision - Volume Part I
New machine learning algorithm: random forest
ICICA'12 Proceedings of the Third international conference on Information Computing and Applications
An introduction to random forests for multi-class object detection
Proceedings of the 15th international conference on Theoretical Foundations of Computer Vision: outdoor and large-scale real-world scene analysis
Graph-Based detection of objects with regular regions
ICIRA'12 Proceedings of the 5th international conference on Intelligent Robotics and Applications - Volume Part III
MICCAI'12 Proceedings of the 15th international conference on Medical Image Computing and Computer-Assisted Intervention - Volume Part I
Anisotropic ssTEM image segmentation using dense correspondence across sections
MICCAI'12 Proceedings of the 15th international conference on Medical Image Computing and Computer-Assisted Intervention - Volume Part I
Data-Driven breast decompression and lesion mapping from digital breast tomosynthesis
MICCAI'12 Proceedings of the 15th international conference on Medical Image Computing and Computer-Assisted Intervention - Volume Part I
Joint classification-regression forests for spatially structured multi-object segmentation
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part IV
Learn to move: activity specific motion models for tracking by detection
ECCV'12 Proceedings of the 12th international conference on Computer Vision - Volume Part III
A human vs. machine challenge in fashion color classification
ECCV'12 Proceedings of the 12th international conference on Computer Vision - Volume Part III
Embedding monte carlo search of features in tree-based ensemble methods
ECML PKDD'12 Proceedings of the 2012 European conference on Machine Learning and Knowledge Discovery in Databases - Volume Part I
ECML PKDD'12 Proceedings of the 2012 European conference on Machine Learning and Knowledge Discovery in Databases - Volume Part I
Active evaluation of ranking functions based on graded relevance
ECML PKDD'12 Proceedings of the 2012 European conference on Machine Learning and Knowledge Discovery in Databases - Volume Part II
Analyzing feature selection of chromatographic fingerprints for oil production allocation
AICI'12 Proceedings of the 4th international conference on Artificial Intelligence and Computational Intelligence
ACM SIGSOFT Software Engineering Notes
A novel 3D interactive visualization for medical data analysis
Proceedings of the 24th Australian Computer-Human Interaction Conference
Can our TV robustly understand human gestures?: real-time gesture localization in range data
Proceedings of the 9th European Conference on Visual Media Production
Adaptive volumetric detection of lesions for minimal-preparation dual-energy CT colonography
MICCAI'12 Proceedings of the 4th international conference on Abdominal Imaging: computational and clinical applications
MICCAI'12 Proceedings of the 4th international conference on Abdominal Imaging: computational and clinical applications
A supervised learning based approach to detect crohn's disease in abdominal MR volumes
MICCAI'12 Proceedings of the 4th international conference on Abdominal Imaging: computational and clinical applications
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Machine learning based analysis of gender differences in visual inspection decision making
Information Sciences: an International Journal
A new variable selection approach using Random Forests
Computational Statistics & Data Analysis
Using sensitivity analysis and visualization techniques to open black box data mining models
Information Sciences: an International Journal
Multiclass classification of distributed memory parallel computations
Pattern Recognition Letters
An expert system for automatically pruning vines
Proceedings of the 27th Conference on Image and Vision Computing New Zealand
Counting insects in flight using image processing techniques
Proceedings of the 27th Conference on Image and Vision Computing New Zealand
An one-class classification approach to detecting porn image
Proceedings of the 27th Conference on Image and Vision Computing New Zealand
A machine learning approach for instance matching based on similarity metrics
ISWC'12 Proceedings of the 11th international conference on The Semantic Web - Volume Part I
An online signature verification system for forgery and disguise detection
ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part IV
A set of geometrical features for writer identification
ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part V
High-dimensional model-based optimization based on noisy evaluations of computer games
LION'12 Proceedings of the 6th international conference on Learning and Intelligent Optimization
Real-time hand pose estimation using classifiers
ICCVG'12 Proceedings of the 2012 international conference on Computer Vision and Graphics
Parallel data mining revisited. better, not faster
IDA'12 Proceedings of the 11th international conference on Advances in Intelligent Data Analysis
A new random forest method for one-class classification
SSPR'12/SPR'12 Proceedings of the 2012 Joint IAPR international conference on Structural, Syntactic, and Statistical Pattern Recognition
Machine learning scoring functions based on random forest and support vector regression
PRIB'12 Proceedings of the 7th IAPR international conference on Pattern Recognition in Bioinformatics
A simple genetic algorithm for biomarker mining
PRIB'12 Proceedings of the 7th IAPR international conference on Pattern Recognition in Bioinformatics
Classifier ensemble using a heuristic learning with sparsity and diversity
ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part II
GARF: towards self-optimised random forests
ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part II
Imputation of missing values for semi-supervised data using the proximity in random forests
Proceedings of the 14th International Conference on Information Integration and Web-based Applications & Services
Enhanced spatiotemporal relational probability trees and forests
Data Mining and Knowledge Discovery
Virtual equipment for benchmarking predictive maintenance algorithms
Proceedings of the Winter Simulation Conference
Expert Systems with Applications: An International Journal
How large should ensembles of classifiers be?
Pattern Recognition
The use of artificial-intelligence-based ensembles for intrusion detection: a review
Applied Computational Intelligence and Soft Computing
Brain connectivity analysis: a short survey
Computational Intelligence and Neuroscience
Hough forest-based facial expression recognition from video sequences
ECCV'10 Proceedings of the 11th European conference on Trends and Topics in Computer Vision - Volume Part I
Generalised pose estimation using depth
ECCV'10 Proceedings of the 11th European conference on Trends and Topics in Computer Vision - Volume Part I
Measuring the Visual Complexities of Web Pages
ACM Transactions on the Web (TWEB)
Expert Systems with Applications: An International Journal
A Novel Emotion Recognition Method Based on Ensemble Learning and Rough Set Theory
International Journal of Cognitive Informatics and Natural Intelligence
Predicting shellfish farm closures with class balancing methods
AI'12 Proceedings of the 25th Australasian joint conference on Advances in Artificial Intelligence
The emergence of new genes in ecosim and its effect on fitness
SEAL'12 Proceedings of the 9th international conference on Simulated Evolution and Learning
A comparison of random forests and ferns on recognition of instruments in jazz recordings
ISMIS'12 Proceedings of the 20th international conference on Foundations of Intelligent Systems
Ant colony decision forest meta-ensemble
ICCCI'12 Proceedings of the 4th international conference on Computational Collective Intelligence: technologies and applications - Volume Part II
Predicting group evolution in the social network
SocInfo'12 Proceedings of the 4th international conference on Social Informatics
Journal of Computational and Applied Mathematics
Classifying Very High-Dimensional Data with Random Forests Built from Small Subspaces
International Journal of Data Warehousing and Mining
Artificial Intelligence Based Green Technology Retrofit for Misfire Detection in Old Engines
International Journal of Green Computing
Random Forests for Real Time 3D Face Analysis
International Journal of Computer Vision
Opcode sequences as representation of executables for data-mining-based unknown malware detection
Information Sciences: an International Journal
Proceedings of the 3rd ACM Symposium on Computing for Development
Online learning with multiple kernels: A review
Neural Computation
Information Sciences: an International Journal
Journal of Network and Computer Applications
Sparse regularized local regression
Computational Statistics & Data Analysis
Annotating mobile phone location data with activity purposes using machine learning algorithms
Expert Systems with Applications: An International Journal
Kernel Factory: An ensemble of kernel machines
Expert Systems with Applications: An International Journal
Ensemble classifier generation using non-uniform layered clustering and Genetic Algorithm
Knowledge-Based Systems
An ensemble of decision cluster crotches for classification of high dimensional data
Knowledge-Based Systems
Classification of brain-computer interface data
AusDM '08 Proceedings of the 7th Australasian Data Mining Conference - Volume 87
Building a generic graph-based descriptor set for use in drug discovery
AusDM '09 Proceedings of the Eighth Australasian Data Mining Conference - Volume 101
CatStream: categorising tweets for user profiling and stream filtering
Proceedings of the 2013 international conference on Intelligent user interfaces
Proceedings of the 2013 international conference on Intelligent user interfaces
A parts-based multi-scale method for symbol recognition
GREC'11 Proceedings of the 9th international conference on Graphics Recognition: new trends and challenges
SEMCCO'12 Proceedings of the Third international conference on Swarm, Evolutionary, and Memetic Computing
ACIIDS'13 Proceedings of the 5th Asian conference on Intelligent Information and Database Systems - Volume Part I
Protein fold recognition using segmentation-based feature extraction model
ACIIDS'13 Proceedings of the 5th Asian conference on Intelligent Information and Database Systems - Volume Part I
Multiple gene sets for cancer classification using gene range selection based on random forest
ACIIDS'13 Proceedings of the 5th Asian conference on Intelligent Information and Database Systems - Volume Part I
Supervising random forest using attribute interaction networks
EvoBIO'13 Proceedings of the 11th European conference on Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics
Automatic detection of freezing of gait events in patients with Parkinson's disease
Computer Methods and Programs in Biomedicine
Predicting the total suspended solids in wastewater: A data-mining approach
Engineering Applications of Artificial Intelligence
Efficient multifaceted screening of job applicants
Proceedings of the 16th International Conference on Extending Database Technology
MCV'12 Proceedings of the Second international conference on Medical Computer Vision: recognition techniques and applications in medical imaging
MCV'12 Proceedings of the Second international conference on Medical Computer Vision: recognition techniques and applications in medical imaging
Randomness and sparsity induced codebook learning with application to cancer image classification
MCV'12 Proceedings of the Second international conference on Medical Computer Vision: recognition techniques and applications in medical imaging
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Decision trees: a recent overview
Artificial Intelligence Review
Training efficient tree-based models for document ranking
ECIR'13 Proceedings of the 35th European conference on Advances in Information Retrieval
Distinguishing between genomic regions bound by paralogous transcription factors
RECOMB'13 Proceedings of the 17th international conference on Research in Computational Molecular Biology
Qualitative activity recognition of weight lifting exercises
Proceedings of the 4th Augmented Human International Conference
Improving bathymetric images exploration: A data mining approach
Computers & Geosciences
Poster abstract: SmartRoad: a crowd-sourced traffic regulator detection and identification system
Proceedings of the 12th international conference on Information processing in sensor networks
Heterogeneous features and model selection for event-based media classification
Proceedings of the 3rd ACM conference on International conference on multimedia retrieval
A semantic model for cross-modal and multi-modal retrieval
Proceedings of the 3rd ACM conference on International conference on multimedia retrieval
Expert Systems with Applications: An International Journal
A low-cost INS/GPS integration methodology based on random forest regression
Expert Systems with Applications: An International Journal
Artificial intelligence models to stratify cardiovascular risk in incident hemodialysis patients
Expert Systems with Applications: An International Journal
Learning regression ensembles with genetic programming at scale
Proceedings of the 15th annual conference on Genetic and evolutionary computation
A comparison of machine learning algorithms for proactive hard disk drive failure detection
Proceedings of the 4th international ACM Sigsoft symposium on Architecting critical systems
HDM-Analyser: a hybrid analysis approach based on data mining techniques for malware detection
Journal in Computer Virology
A local information-based feature-selection algorithm for data regression
Pattern Recognition
Context-Aware predictions on business processes: an ensemble-based solution
NFMCP'12 Proceedings of the First international conference on New Frontiers in Mining Complex Patterns
Investigation of random subspace and random forest regression models using data with injected noise
KES'12 Proceedings of the 16th international conference on Knowledge Engineering, Machine Learning and Lattice Computing with Applications
Unsupervised feature adaptation for cross-domain NLP with an application to compositionality grading
CICLing'13 Proceedings of the 14th international conference on Computational Linguistics and Intelligent Text Processing - Volume Part I
Temporal classifiers for predicting the expansion of medical subject headings
CICLing'13 Proceedings of the 14th international conference on Computational Linguistics and Intelligent Text Processing - Volume Part I
Estimating user interruptibility by measuring table-top pressure
CHI '13 Extended Abstracts on Human Factors in Computing Systems
Proceedings of the 4th ACM/SPEC International Conference on Performance Engineering
Automatic recognition of industrial tools using artificial intelligence approach
Expert Systems with Applications: An International Journal
EMG feature evaluation for improving myoelectric pattern recognition robustness
Expert Systems with Applications: An International Journal
A time series forest for classification and feature extraction
Information Sciences: an International Journal
Towards skeleton biometric identification using the microsoft kinect sensor
Proceedings of the 28th Annual ACM Symposium on Applied Computing
Detecting tip spam in location-based social networks
Proceedings of the 28th Annual ACM Symposium on Applied Computing
Random rules from data streams
Proceedings of the 28th Annual ACM Symposium on Applied Computing
Outlier ensembles: position paper
ACM SIGKDD Explorations Newsletter
Using behavioral data to identify interviewer fabrication in surveys
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Local context priors for object proposal generation
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part I
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part I
Relative forest for attribute prediction
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part I
A robust stereo prior for human segmentation
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part II
Apparel classification with style
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part IV
ACCV'12 Proceedings of the 11th international conference on Computer Vision - Volume 2
Proceedings of the 15th annual conference companion on Genetic and evolutionary computation
Differential evolution strategies with random forest regression in the bat algorithm
Proceedings of the 15th annual conference companion on Genetic and evolutionary computation
International Journal of Bioinformatics Research and Applications
Exploiting user feedback to learn to rank answers in q&a forums: a case study with stack overflow
Proceedings of the 36th international ACM SIGIR conference on Research and development in information retrieval
What can pictures tell us about web pages?: improving document search using images
Proceedings of the 36th international ACM SIGIR conference on Research and development in information retrieval
Learning exploration strategies in model-based reinforcement learning
Proceedings of the 2013 international conference on Autonomous agents and multi-agent systems
Effect of ensemble classifier composition on offline cursive character recognition
Information Processing and Management: an International Journal
Stable graphical model estimation with Random Forests for discrete, continuous, and mixed variables
Computational Statistics & Data Analysis
Better cross company defect prediction
Proceedings of the 10th Working Conference on Mining Software Repositories
Supervised machine learning for grouping sketch diagram strokes
Proceedings of the International Symposium on Sketch-Based Interfaces and Modeling
Second screen interaction: an approach to infer tv watcher's interest using 3d head pose estimation
Proceedings of the 22nd international conference on World Wide Web companion
Heat pump detection from coarse grained smart meter data with positive and unlabeled learning
Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining
Multi-label learning with millions of labels: recommending advertiser bid phrases for web pages
Proceedings of the 22nd international conference on World Wide Web
Predicting group stability in online social networks
Proceedings of the 22nd international conference on World Wide Web
On learning-based methods for design-space exploration with high-level synthesis
Proceedings of the 50th Annual Design Automation Conference
Behavioural detection with API call-grams to identify malicious PE files
Proceedings of the First International Conference on Security of Internet of Things
Proceedings of the 9th International Symposium on Open Collaboration
High-performance face tracking
Proceedings of the 3rd Symposium on Facial Analysis and Animation
Feeding the second screen: semantic linking based on subtitles
Proceedings of the 10th Conference on Open Research Areas in Information Retrieval
"Piaf" vs "Adele": classifying encyclopedic queries using automatically labeled training data
Proceedings of the 10th Conference on Open Research Areas in Information Retrieval
Classifying heart sounds using multiresolution time series motifs: an exploratory study
Proceedings of the International C* Conference on Computer Science and Software Engineering
Feature subset selection applied to model-free gait recognition
Image and Vision Computing
Identifying radiation exposure biomarkers from mouse blood transcriptome
International Journal of Bioinformatics Research and Applications
Comparison of methods for the selection of genomic biomarkers
International Journal of Data Mining and Bioinformatics
Spectral-spatial classification of hyperspectral imagery based on Random Forests
Proceedings of the Fifth International Conference on Internet Multimedia Computing and Service
Different approaches to community evolution prediction in blogosphere
Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
Using social network knowledge for detecting spider constructions in social security fraud
Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining
Predicting knee cartilage loss using adaptive partitioning of cartilage thickness maps
Computers in Biology and Medicine
Systematic construction of anomaly detection benchmarks from real data
Proceedings of the ACM SIGKDD Workshop on Outlier Detection and Description
Recursive partitioning techniques for modeling irrigation behavior
Environmental Modelling & Software
Modelling political disaffection from Twitter data
Proceedings of the Second International Workshop on Issues of Sentiment Discovery and Opinion Mining
Non-rigid target tracking based on 'flow-cut' in pair-wise frames with online hough forests
Proceedings of the 21st ACM international conference on Multimedia
Con-text: text detection using background connectivity for fine-grained object classification
Proceedings of the 21st ACM international conference on Multimedia
The Journal of Machine Learning Research
Ensemble Classifier for Benign-Malignant Mass Classification
International Journal of Computer Vision and Image Processing
Predicting application performance using supervised learning on communication features
SC '13 Proceedings of the International Conference on High Performance Computing, Networking, Storage and Analysis
An introduction to artificial prediction markets for classification
The Journal of Machine Learning Research
Sign language recognition using sub-units
The Journal of Machine Learning Research
Multi-target regression with rule ensembles
The Journal of Machine Learning Research
Facilitating score and causal inference trees for large observational studies
The Journal of Machine Learning Research
Inferring user knowledge level from eye movement patterns
Information Processing and Management: an International Journal
The dynamic simulation of organic farming development scenarios - A case study in Slovenia
Computers and Electronics in Agriculture
Hand segmentation for gesture recognition in EGO-vision
Proceedings of the 3rd ACM international workshop on Interactive multimedia on mobile & portable devices
Discovering health-related knowledge in social media using ensembles of heterogeneous features
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
RAProp: ranking tweets by exploiting the tweet/user/web ecosystem and inter-tweet agreement
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
TellMyRelevance!: predicting the relevance of web search results from cursor interactions
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Improving passage ranking with user behavior information
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management
Proceedings of the International Conference on Bioinformatics, Computational Biology and Biomedical Informatics
Using Machine Learning to Predict the Health of HIV-Infected Patients
Proceedings of the International Conference on Bioinformatics, Computational Biology and Biomedical Informatics
Feature subset selection Filter-Wrapper based on low quality data
Expert Systems with Applications: An International Journal
Indoor scene recognition by a mobile robot through adaptive object detection
Robotics and Autonomous Systems
Top-N recommendations from implicit feedback leveraging linked open data
Proceedings of the 7th ACM conference on Recommender systems
Topic diversity in tag recommendation
Proceedings of the 7th ACM conference on Recommender systems
Cross social networks interests predictions based ongraph features
Proceedings of the 7th ACM conference on Recommender systems
Active evaluation of ranking functions based on graded relevance
Machine Learning
A survey of appearance models in visual object tracking
ACM Transactions on Intelligent Systems and Technology (TIST) - Survey papers, special sections on the semantic adaptive social web, intelligent systems for health informatics, regular papers
A study of subgroup discovery approaches for defect prediction
Information and Software Technology
Evaluating data mining algorithms using molecular dynamics trajectories
International Journal of Data Mining and Bioinformatics
Behavior recognition from video based on human constrained descriptor and adaptable neural networks
Proceedings of the 4th ACM/IEEE international workshop on Analysis and retrieval of tracked events and motion in imagery stream
Predicting Protein Families using Protein Shape Context
Proceedings of the International Conference on Bioinformatics, Computational Biology and Biomedical Informatics
Information graph model and application to online advertising
Proceedings of the 1st workshop on User engagement optimization
Android malware classification method: Dalvik bytecode frequency analysis
Proceedings of the 2013 Research in Adaptive and Convergent Systems
Pattern Recognition
Gene selection with guided regularized random forest
Pattern Recognition
Active Learning with Bootstrapped Dendritic Classifier applied to medical image segmentation
Pattern Recognition Letters
Expert Systems with Applications: An International Journal
Simplified features for email authorship identification
International Journal of Security and Networks
Reversing the effects of tokenisation attacks against content-based spam filters
International Journal of Security and Networks
Proceedings of the 2013 KDD Cup 2013 Workshop
Early security classification of skype users via machine learning
Proceedings of the 2013 ACM workshop on Artificial intelligence and security
Healthcare Data Mining: Predicting Hospital Length of Stay PHLOS
International Journal of Knowledge Discovery in Bioinformatics
Proceedings of the 15th ACM on International conference on multimodal interaction
Seeing is not believing: visual verifications through liveness analysis using mobile devices
Proceedings of the 29th Annual Computer Security Applications Conference
IWANN'13 Proceedings of the 12th international conference on Artificial Neural Networks: advances in computational intelligence - Volume Part I
An ensemble of classifiers guided by the AAL brain atlas for alzheimer's disease detection
IWANN'13 Proceedings of the 12th international conference on Artificial Neural Networks: advences in computational intelligence - Volume Part II
IWANN'13 Proceedings of the 12th international conference on Artificial Neural Networks: advences in computational intelligence - Volume Part II
Risk prediction of femoral neck osteoporosis using machine learning and conventional methods
IWANN'13 Proceedings of the 12th international conference on Artificial Neural Networks: advences in computational intelligence - Volume Part II
IPMI'13 Proceedings of the 23rd international conference on Information Processing in Medical Imaging
Joint co-segmentation and registration of 3D ultrasound images
IPMI'13 Proceedings of the 23rd international conference on Information Processing in Medical Imaging
Computational prediction of toxicity
International Journal of Data Mining and Bioinformatics
AusDM '12 Proceedings of the Tenth Australasian Data Mining Conference - Volume 134
AusDM '12 Proceedings of the Tenth Australasian Data Mining Conference - Volume 134
Improving the performance of neural networks with random forest in detecting network intrusions
ISNN'13 Proceedings of the 10th international conference on Advances in Neural Networks - Volume Part II
Inferring gene regulatory networks from time-series expressions using random forests ensemble
PRIB'13 Proceedings of the 8th IAPR international conference on Pattern Recognition in Bioinformatics
Human pose estimation from depth image using visibility estimation and key points
DHM'13 Proceedings of the 4th international conference on Digital Human Modeling and Applications in Health, Safety, Ergonomics, and Risk Management: human body modeling and ergonomics - Volume Part II
Computers and Electronics in Agriculture
Predicting students' final performance from participation in on-line discussion forums
Computers & Education
Hough-based tracking of non-rigid objects
Computer Vision and Image Understanding
Head direction estimation from low resolution images with scene adaptation
Computer Vision and Image Understanding
An integrative framework for intelligent software project risk planning
Decision Support Systems
Computers in Biology and Medicine
Semi-Supervised template attack
COSADE'13 Proceedings of the 4th international conference on Constructive Side-Channel Analysis and Secure Design
Application of data mining techniques on EMG registers of hemiplegic patients
ICDM'13 Proceedings of the 13th international conference on Advances in Data Mining: applications and theoretical aspects
Classification and outlier detection based on topic based pattern synthesis
MLDM'13 Proceedings of the 9th international conference on Machine Learning and Data Mining in Pattern Recognition
Evaluation of hyperspectral image classification using random forest and fukunaga-koontz transform
MLDM'13 Proceedings of the 9th international conference on Machine Learning and Data Mining in Pattern Recognition
Classifying aging genes into DNA repair or non-DNA repair-related categories
ICIC'13 Proceedings of the 9th international conference on Intelligent Computing Theories and Technology
Specialization, homophily, and gender in a social curation site: findings from pinterest
Proceedings of the 17th ACM conference on Computer supported cooperative work & social computing
Classifier Ensemble Methods for Diagnosing COPD from Volatile Organic Compounds in Exhaled Air
International Journal of Knowledge Discovery in Bioinformatics
Healthcare Data Mining: Predicting Hospital Length of Stay PHLOS
International Journal of Knowledge Discovery in Bioinformatics
International Journal of Open Source Software and Processes
A multi modal approach to gesture recognition from audio and video data
Proceedings of the 15th ACM on International conference on multimodal interaction
Multi-modal descriptors for multi-class hand pose recognition in human computer interaction systems
Proceedings of the 15th ACM on International conference on multimodal interaction
International Journal of Intelligent Systems Technologies and Applications
Automatic classification of legumes using leaf vein image features
Pattern Recognition
Spatiotemporal bag-of-features for early wildfire smoke detection
Image and Vision Computing
Editorial: Modifications of the construction and voting mechanisms of the Random Forests Algorithm
Data & Knowledge Engineering
Web-based enrichment of bike sensor data for automatic geo-annotation
Proceedings of the Second ACM SIGSPATIAL International Workshop on Crowdsourced and Volunteered Geographic Information
Going-concern prediction using hybrid random forests and rough set approach
Information Sciences: an International Journal
Recognizing human-human interaction activities using visual and textual information
Pattern Recognition Letters
A comparative study on automatic audio-visual fusion for aggression detection using meta-information
Pattern Recognition Letters
Detecting bipedal motion from correlated probabilistic trajectories
Pattern Recognition Letters
Class imbalance and the curse of minority hubs
Knowledge-Based Systems
Single tree species classification from Terrestrial Laser Scanning data for forest inventory
Pattern Recognition Letters
Automated diagnosis of otitis media: vocabulary and grammar
Journal of Biomedical Imaging - Special issue on Computer Vision and Image Processing for Computer-Aided Diagnosis
Adaptive error-correcting output codes
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
Active evaluation of ranking functions based on graded relevance (extended abstract)
IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence
Inferring mood in ubiquitous conversational video
Proceedings of the 12th International Conference on Mobile and Ubiquitous Multimedia
Principal direction analysis-based real-time 3D human pose reconstruction from a single depth image
Proceedings of the Fourth Symposium on Information and Communication Technology
Automatic design of decision-tree algorithms with evolutionary algorithms
Evolutionary Computation
Proceedings of Workshop on Machine Learning for Sensory Data Analysis
An investigation into the application of ensemble learning for entailment classification
Information Processing and Management: an International Journal
A survey of multiple classifier systems as hybrid systems
Information Fusion
A study of cyclic dependencies on defect profile of software components
Journal of Systems and Software
Using reinforcement learning to find an optimal set of features
Computers & Mathematics with Applications
Eye pupil localization with an ensemble of randomized trees
Pattern Recognition
EVA: an efficient vision architecture for mobile systems
Proceedings of the 2013 International Conference on Compilers, Architectures and Synthesis for Embedded Systems
Improving business rating predictions using graph based features
Proceedings of the 19th international conference on Intelligent User Interfaces
Recognition of understanding level and language skill using measurements of reading behavior
Proceedings of the 19th international conference on Intelligent User Interfaces
Quality estimation for machine translation: some lessons learned
Machine Translation
A survey on team strategies in robot soccer: team strategies and role description
Artificial Intelligence Review
Pairwise meta-rules for better meta-learning-based algorithm ranking
Machine Learning
A new variable importance measure for random forests with missing data
Statistics and Computing
Expert Systems with Applications: An International Journal
Breast cancer diagnosis from biopsy images with highly reliable random subspace classifier ensembles
Machine Vision and Applications
Dynamic random regression forests for real-time head pose estimation
Machine Vision and Applications
GA-Ensemble: a genetic algorithm for robust ensembles
Computational Statistics
Journal of Systems Architecture: the EUROMICRO Journal
Social network analysis for customer churn prediction
Applied Soft Computing
PLS-based recursive feature elimination for high-dimensional small sample
Knowledge-Based Systems
Combining supervised and unsupervised models via unconstrained probabilistic embedding
Information Sciences: an International Journal
Real-time traffic sign recognition in three stages
Robotics and Autonomous Systems
Algorithm runtime prediction: Methods & evaluation
Artificial Intelligence
Research Article: Novel features for identifying A-minors in three-dimensional RNA molecules
Computational Biology and Chemistry
Facial expression recognition in dynamic sequences: An integrated approach
Pattern Recognition
Mixtures of Gaussian process models for human pose estimation
Image and Vision Computing
Learning ensemble classifiers via restricted Boltzmann machines
Pattern Recognition Letters
Using random subspace method for prediction and variable importance assessment in linear regression
Computational Statistics & Data Analysis
User demographics prediction based on mobile data
Pervasive and Mobile Computing
Information Sciences: an International Journal
An improved boosting based on feature selection for corporate bankruptcy prediction
Expert Systems with Applications: An International Journal
Future Generation Computer Systems
Applying Ant Colony Optimization to configuring stacking ensembles for data mining
Expert Systems with Applications: An International Journal
Recursive partitioning for missing data imputation in the presence of interaction effects
Computational Statistics & Data Analysis
Nonparametric variable selection and classification: The CATCH algorithm
Computational Statistics & Data Analysis
A bagging SVM to learn from positive and unlabeled examples
Pattern Recognition Letters
On-the-fly feature importance mining for person re-identification
Pattern Recognition
Efficient feature size reduction via predictive forward selection
Pattern Recognition
Weighted ensemble of algorithms for complex data clustering
Pattern Recognition Letters
Pattern Recognition Letters
A statistical view of clustering performance through the theory of U-processes
Journal of Multivariate Analysis
Proceedings of the Fourth International Conference on Learning Analytics And Knowledge
Alleviating naive Bayes attribute independence assumption by attribute weighting
The Journal of Machine Learning Research
Comparing ensemble learning methods based on decision tree classifiers for protein fold recognition
International Journal of Data Mining and Bioinformatics
A random forest classifier for lymph diseases
Computer Methods and Programs in Biomedicine
A framework for selection and fusion of pattern classifiers in multimedia recognition
Pattern Recognition Letters
Special Section on CAD/Graphics 2013: Confidence-driven image co-matting
Computers and Graphics
Fuzzy clustering with biological knowledge for gene selection
Applied Soft Computing
Automated trading with performance weighted random forests and seasonality
Expert Systems with Applications: An International Journal
Annals of Mathematics and Artificial Intelligence
Machine Vision and Applications
Benchmarking local classification methods
Computational Statistics
Artificial Intelligence Review
Model-based boosting in R: a hands-on tutorial using the R package mboost
Computational Statistics
Active Rare Class Discovery and Classification Using Dirichlet Processes
International Journal of Computer Vision
Rotation-Invariant HOG Descriptors Using Fourier Analysis in Polar and Spherical Coordinates
International Journal of Computer Vision
Predicting search term reliability for spoken term detection systems
International Journal of Speech Technology
Discriminative Hough context model for object detection
The Visual Computer: International Journal of Computer Graphics
Silhouette-based human action recognition using SAX-Shapes
The Visual Computer: International Journal of Computer Graphics
Detecting changing emotions in human speech by machine and humans
Applied Intelligence
A real-time transportation prediction system
Applied Intelligence
Repeated labeling using multiple noisy labelers
Data Mining and Knowledge Discovery
Automated diagnosis of otitis media: vocabulary and grammar
Journal of Biomedical Imaging
A hybrid plaque characterization method using intravascular ultrasound images
Technology and Health Care
Lung cancer survival prediction using ensemble data mining on SEER data
Scientific Programming - Biological Knowledge Discovery and Data Mining
THE NEW HYBRID METHOD FOR CLASSIFICATION OF PATIENTS BY GENE EXPRESSION PROFILING
Journal of Integrated Design & Process Science
Random subspace support vector machine ensemble for reliable face recognition
International Journal of Biometrics
Hybrid extreme rotation forest
Neural Networks
Recognizing object manipulation activities using depth and visual cues
Journal of Visual Communication and Image Representation
A tour of machine learning: An AI perspective
AI Communications - ECAI 2012 Turing and Anniversary Track
Home-based health monitoring of the elderly through gait recognition
Journal of Ambient Intelligence and Smart Environments - Home-based Health and Wellness Measurement and Monitoring
Human limb segmentation in depth maps based on spatio-temporal Graph-cuts optimization
Journal of Ambient Intelligence and Smart Environments
Hybrid classifiers based on semantic data subspaces for two-level text categorization
International Journal of Hybrid Intelligent Systems
Applications of Hybrid Extreme Rotation Forests for image segmentation
International Journal of Hybrid Intelligent Systems
A model for mining material properties for radiation shielding
Integrated Computer-Aided Engineering
Combining multiple predictive models using genetic algorithms
Intelligent Data Analysis - Combined Learning Methods and Mining Complex Data
An entropy-based approach to enhancing Random Forests
Intelligent Decision Technologies
A hybrid decision tree classifier
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology
Computation of models for prediction of blood brain barrier permeability using molecular descriptors
Journal of Computational Methods in Sciences and Engineering
Using random forests to diagnose aviation turbulence
Machine Learning
Classification of time series by shapelet transformation
Data Mining and Knowledge Discovery
Robust object tracking using enhanced random ferns
The Visual Computer: International Journal of Computer Graphics
Embedded local feature selection within mixture of experts
Information Sciences: an International Journal
Hi-index | 0.19 |
Random forests are a combination of tree predictors such that each tree depends on the values of a random vector sampled independently and with the same distribution for all trees in the forest. The generalization error for forests converges a.s. to a limit as the number of trees in the forest becomes large. The generalization error of a forest of tree classifiers depends on the strength of the individual trees in the forest and the correlation between them. Using a random selection of features to split each node yields error rates that compare favorably to Adaboost (Y. Freund & R. Schapire, Machine Learning: Proceedings of the Thirteenth International conference, ***, 148–156), but are more robust with respect to noise. Internal estimates monitor error, strength, and correlation and these are used to show the response to increasing the number of features used in the splitting. Internal estimates are also used to measure variable importance. These ideas are also applicable to regression.