Bootstrap Techniques for Error Estimation
IEEE Transactions on Pattern Analysis and Machine Intelligence
Small Sample Error Rate Estimation for k-NN Classifiers
IEEE Transactions on Pattern Analysis and Machine Intelligence
Original Contribution: Stacked generalization
Neural Networks
C4.5: programs for machine learning
C4.5: programs for machine learning
Decision tree pruning: biased or optimal?
AAAI '94 Proceedings of the twelfth national conference on Artificial intelligence (vol. 1)
PAC-like upper bounds for the sample complexity of leave-one-out cross-validation
COLT '96 Proceedings of the ninth annual conference on Computational learning theory
IEEE Transactions on Pattern Analysis and Machine Intelligence
Algorithmic stability and sanity-check bounds for leave-one-out cross-validation
COLT '97 Proceedings of the tenth annual conference on Computational learning theory
Machine Learning - Special issue on learning with probabilistic representations
On-line new event detection and tracking
Proceedings of the 21st annual international ACM SIGIR conference on Research and development in information retrieval
Estimating generalization error using out-of-bag estimates
AAAI '99/IAAI '99 Proceedings of the sixteenth national conference on Artificial intelligence and the eleventh Innovative applications of artificial intelligence conference innovative applications of artificial intelligence
Tissue classification with gene expression profiles
RECOMB '00 Proceedings of the fourth annual international conference on Computational molecular biology
Multiple Comparisons in Induction Algorithms
Machine Learning
Lazy Learning of Bayesian Rules
Machine Learning
Using a Neural Network to Approximate an Ensemble of Classifiers
Neural Processing Letters
Enlarging the Margins in Perceptron Decision Trees
Machine Learning
Robust Classification for Imprecise Environments
Machine Learning
Automatic Construction of Decision Trees from Data: A Multi-Disciplinary Survey
Data Mining and Knowledge Discovery
Using Decision Trees for Agent Modeling: Improving Prediction Performance
User Modeling and User-Adapted Interaction
Metric-Based Methods for Adaptive Model Selection and Regularization
Machine Learning
A perspective view and survey of meta-learning
Artificial Intelligence Review
VizCluster and its Application on Classifying Gene Expression Data
Distributed and Parallel Databases
A Guide to the Literature on Learning Probabilistic Networks from Data
IEEE Transactions on Knowledge and Data Engineering
Converting numerical classification into text classification
Artificial Intelligence
Lithology Recognition by Neural Network Ensembles
SBIA '02 Proceedings of the 16th Brazilian Symposium on Artificial Intelligence: Advances in Artificial Intelligence
Knowledge Discovery in Multi-label Phenotype Data
PKDD '01 Proceedings of the 5th European Conference on Principles of Data Mining and Knowledge Discovery
Evolution of Multi-adaptive Discretization Intervals for a Rule-Based Genetic Learning System
IBERAMIA 2002 Proceedings of the 8th Ibero-American Conference on AI: Advances in Artificial Intelligence
Arbiter Meta-Learning with Dynamic Selection of Classifiers and Its Experimental Investigation
ADBIS '99 Proceedings of the Third East European Conference on Advances in Databases and Information Systems
Combining Ordinal Financial Predictions with Genetic Programming
IDEAL '00 Proceedings of the Second International Conference on Intelligent Data Engineering and Automated Learning, Data Mining, Financial Engineering, and Intelligent Agents
Local Feature Selection with Dynamic Integration of Classifiers
ISMIS '00 Proceedings of the 12th International Symposium on Foundations of Intelligent Systems
ISMDA '00 Proceedings of the First International Symposium on Medical Data Analysis
Direct Domain Knowledge Inclusion in the PA3 Rule Induction Algorithm
PAKDD '01 Proceedings of the 5th Pacific-Asia Conference on Knowledge Discovery and Data Mining
N-Version Genetic Programming via Fault Masking
EuroGP '02 Proceedings of the 5th European Conference on Genetic Programming
MEF: Malicious Email Filter - A UNIX Mail Filter That Detects Malicious Windows Executables
Proceedings of the FREENIX Track: 2001 USENIX Annual Technical Conference
The Combinatorial Partitioning Method
COM '00 Proceedings of the 11th Annual Symposium on Combinatorial Pattern Matching
From Theoretical Learnability to Statistical Measures of the Learnable
IDA '99 Proceedings of the Third International Symposium on Advances in Intelligent Data Analysis
CCIA '02 Proceedings of the 5th Catalonian Conference on AI: Topics in Artificial Intelligence
Feature Selection for Classification Using Genetic Algorithms with a Novel Encoding
CAIP '01 Proceedings of the 9th International Conference on Computer Analysis of Images and Patterns
Decision Committee Learning with Dynamic Integration of Classifiers
ADBIS-DASFAA '00 Proceedings of the East-European Conference on Advances in Databases and Information Systems Held Jointly with International Conference on Database Systems for Advanced Applications: Current Issues in Databases and Information Systems
Data Mining with Products of Trees
IDA '01 Proceedings of the 4th International Conference on Advances in Intelligent Data Analysis
Mining Several Data Bases With an Ensemble of Classifiers
DEXA '99 Proceedings of the 10th International Conference on Database and Expert Systems Applications
A regression based adaptation strategy for case-based reasoning
Eighteenth national conference on Artificial intelligence
Eighteenth national conference on Artificial intelligence
Data mining tasks and methods: Classification: decision-tree discovery
Handbook of data mining and knowledge discovery
Knowledge evaluation: statistical evaluations
Handbook of data mining and knowledge discovery
Case studies: Public domain, multiple mining tasks systems: MLC++
Handbook of data mining and knowledge discovery
Inference for the Generalization Error
Machine Learning
Advanced Local Feature Selection in Medical Diagnostics
CBMS '00 Proceedings of the 13th IEEE Symposium on Computer-Based Medical Systems (CBMS'00)
Behavioral Diversity and a Probabilistically Optimal GP Ensemble
Genetic Programming and Evolvable Machines
Tree induction vs. logistic regression: a learning-curve analysis
The Journal of Machine Learning Research
The Journal of Machine Learning Research
Adding numbers to text classification
CIKM '03 Proceedings of the twelfth international conference on Information and knowledge management
Data mining issues and opportunities for building nursing knowledge
Journal of Biomedical Informatics - Special issue: Building nursing knowledge through infomatics: from concept representation to data mining
Parameter Tuning for Induction-Algorithm-Oriented Feature Elimination
IEEE Intelligent Systems
Learning Generative Models of Scene Features
International Journal of Computer Vision
Bayesian networks in educational testing
International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems - New trends in probabilistic graphical models
Genetic Programming for Mining DNA Chip Data from Cancer Patients
Genetic Programming and Evolvable Machines
Interpolation models for spatiotemporal association mining
Fundamenta Informaticae - Special issue on the 9th international conference on rough sets, fuzzy sets, data mining and granular computing (RSFDGrC 2003)
On the discovery of significant statistical quantitative rules
Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining
Feature subset selection for learning preferences: a case study
ICML '04 Proceedings of the twenty-first international conference on Machine learning
No Unbiased Estimator of the Variance of K-Fold Cross-Validation
The Journal of Machine Learning Research
Machine Learning
Extraction of informative genes from microarray data
GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation
Genetic fuzzy discretization with adaptive intervals for classification problems
GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation
Feature Subset Selection and Feature Ranking for Multivariate Time Series
IEEE Transactions on Knowledge and Data Engineering
Linear-Time Wrappers to Identify Atypical Points: Two Subset Generation Methods
IEEE Transactions on Knowledge and Data Engineering
A Parsimonious Constraint-based Algorithm to Induce Bayesian Network Structures from Data
ENC '05 Proceedings of the Sixth Mexican International Conference on Computer Science
Using the distribution of performance for studying statistical NLP systems and corpora
ELDS '01 Proceedings of the workshop on Evaluation for Language and Dialogue Systems - Volume 9
Interactive workflow mining: requirements, concepts and implementation
Data & Knowledge Engineering - Special issue: Business process management
Predicting reading difficulty with statistical language models
Journal of the American Society for Information Science and Technology
Classification using Hierarchical Naïve Bayes models
Machine Learning
Learning dynamic Bayesian network models via cross-validation
Pattern Recognition Letters
A retrovirus inspired algorithm for virus detection & optimization
Proceedings of the 8th annual conference on Genetic and evolutionary computation
Bootstrapping rule induction to achieve rule stability and reduction
Journal of Intelligent Information Systems
Lamb Meat Quality Assessment by Support Vector Machines
Neural Processing Letters
An online support vector machine for abnormal events detection
Signal Processing - Special section: Advances in signal processing-assisted cross-layer designs
A hybrid sales forecasting system based on clustering and decision trees
Decision Support Systems
Local Feature Selection with Dynamic Integration of Classifiers
Fundamenta Informaticae - Intelligent Systems
Applying lazy learning algorithms to tackle concept drift in spam filtering
Expert Systems with Applications: An International Journal
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Fuzzy support vector machine for multi-class text categorization
Information Processing and Management: an International Journal
SpamHunting: An instance-based reasoning system for spam labelling and filtering
Decision Support Systems
Metadata and its impact on libraries: Book Reviews
Journal of the American Society for Information Science and Technology
A New Singly Connected Network Classifier based on Mutual Information
Intelligent Data Analysis
A linear wrapper for sample subset selection in atypical detection
Intelligent Data Analysis
Online supervised spam filter evaluation
ACM Transactions on Information Systems (TOIS)
The Journal of Machine Learning Research
Preventing Over-Fitting during Model Selection via Bayesian Regularisation of the Hyper-Parameters
The Journal of Machine Learning Research
HOTOS'05 Proceedings of the 10th conference on Hot Topics in Operating Systems - Volume 10
Measuring conference quality by mining program committee characteristics
Proceedings of the 7th ACM/IEEE-CS joint conference on Digital libraries
User Modeling and User-Adapted Interaction
Information Discriminant Analysis: Feature Extraction with an Information-Theoretic Objective
IEEE Transactions on Pattern Analysis and Machine Intelligence
Accuracy estimation with clustered dataset
AusDM '06 Proceedings of the fifth Australasian conference on Data mining and analystics - Volume 61
Visual inspection of machined metallic high-precision surfaces
EURASIP Journal on Applied Signal Processing
Diagnosis of breast cancer using Bayesian networks: A case study
Computers in Biology and Medicine
Rule quality for multiple-rule classifier: Empirical expertise and theoretical methodology
Intelligent Data Analysis
An algorithm for correcting mislabeled data
Intelligent Data Analysis
Accurately learning from few examples with a polyhedral classifier
Computational Optimization and Applications
An Improved Particle Swarm Optimization for Evolving Feedforward Artificial Neural Networks
Neural Processing Letters
Methodology for long-term prediction of time series
Neurocomputing
EURASIP Journal on Bioinformatics and Systems Biology
Proceedings of the twenty-second IEEE/ACM international conference on Automated software engineering
A machine learning approach to web page filtering using content and structure analysis
Decision Support Systems
Regression via Classification applied on software defect estimation
Expert Systems with Applications: An International Journal
Nonparametric density estimation by exact leave-p-out cross-validation
Computational Statistics & Data Analysis
Computers and Electronics in Agriculture
Predicting defect-prone software modules using support vector machines
Journal of Systems and Software
Bayesian space conceptualization and place classification for semantic maps in mobile robotics
Robotics and Autonomous Systems
Design of a hybrid system for the diabetes and heart diseases
Expert Systems with Applications: An International Journal
Journal of Biomedical Informatics
Rating organ failure via adverse events using data mining in the intensive care unit
Artificial Intelligence in Medicine
Breast cancer survivability via AdaBoost algorithms
HDKM '08 Proceedings of the second Australasian workshop on Health data and knowledge management - Volume 80
Leveraging probabilistic season and location context models for scene understanding
CIVR '08 Proceedings of the 2008 international conference on Content-based image and video retrieval
Instance weighting versus threshold adjusting for cost-sensitive classification
Knowledge and Information Systems
A metric for software readability
ISSTA '08 Proceedings of the 2008 international symposium on Software testing and analysis
Data & Knowledge Engineering
Wrapper filtering criteria via linear neuron and kernel approaches
Computers in Biology and Medicine
Collaborative spam filtering with heterogeneous agents
Expert Systems with Applications: An International Journal
Assessing creative problem-solving with automated text grading
Computers & Education
AEON - An approach to the automatic evaluation of ontologies
Applied Ontology - Ontological Foundations of Conceptual Modelling
A methodology for automated fuzzy model generation
Fuzzy Sets and Systems
Predicting admission counseling triumph of colleges using neural networks
AIKED'08 Proceedings of the 7th WSEAS International Conference on Artificial intelligence, knowledge engineering and data bases
Multi-source Data Modelling: Integrating Related Data to Improve Model Performance
MLDM '07 Proceedings of the 5th international conference on Machine Learning and Data Mining in Pattern Recognition
Analyzing the Performance of Spam Filtering Methods When Dimensionality of Input Vector Changes
MLDM '07 Proceedings of the 5th international conference on Machine Learning and Data Mining in Pattern Recognition
Assessing Classification Accuracy in the Revision Stage of a CBR Spam Filtering System
ICCBR '07 Proceedings of the 7th international conference on Case-Based Reasoning: Case-Based Reasoning Research and Development
TV Genre Classification Using Multimodal Information and Multilayer Perceptrons
AI*IA '07 Proceedings of the 10th Congress of the Italian Association for Artificial Intelligence on AI*IA 2007: Artificial Intelligence and Human-Oriented Computing
A Comparative Impact Study of Attribute Selection Techniques on Naïve Bayes Spam Filters
ICDM '08 Proceedings of the 8th industrial conference on Advances in Data Mining: Medical Applications, E-Commerce, Marketing, and Theoretical Aspects
The Impact of Noise in Spam Filtering: A Case Study
ICDM '08 Proceedings of the 8th industrial conference on Advances in Data Mining: Medical Applications, E-Commerce, Marketing, and Theoretical Aspects
FluXOR: Detecting and Monitoring Fast-Flux Service Networks
DIMVA '08 Proceedings of the 5th international conference on Detection of Intrusions and Malware, and Vulnerability Assessment
Reliability of Cross-Validation for SVMs in High-Dimensional, Low Sample Size Scenarios
ICANN '08 Proceedings of the 18th international conference on Artificial Neural Networks, Part I
Using the Bottom Clause and Mode Declarations on FOL Theory Revision from Examples
ILP '08 Proceedings of the 18th international conference on Inductive Logic Programming
Computer Aided Diagnosis System to Detect Breast Cancer Pathological Lesions
CIARP '08 Proceedings of the 13th Iberoamerican congress on Pattern Recognition: Progress in Pattern Recognition, Image Analysis and Applications
Using Time Series 3D AlertGraph and False Alert Classification to Analyse Snort Alerts
VizSec '08 Proceedings of the 5th international workshop on Visualization for Computer Security
Textile Recognition Using Tchebichef Moments of Co-occurrence Matrices
ICIC '08 Proceedings of the 4th international conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications - with Aspects of Theoretical and Methodological Issues
A Comparative Study of Machine Learning Methods for Detecting Promoters in Bacterial DNA Sequences
ICIC '08 Proceedings of the 4th international conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications - with Aspects of Artificial Intelligence
Classification and Dimension Reduction in Bank Credit Scoring System
ISNN '08 Proceedings of the 5th international symposium on Neural Networks: Advances in Neural Networks
Fusers Based on Classifier Response and Discriminant Function --- Comparative Study
HAIS '08 Proceedings of the 3rd international workshop on Hybrid Artificial Intelligence Systems
Finding programming errors earlier by evaluating runtime monitors ahead-of-time
Proceedings of the 16th ACM SIGSOFT International Symposium on Foundations of software engineering
ENNA: software effort estimation using ensemble of neural networks with associative memory
Proceedings of the 16th ACM SIGSOFT International Symposium on Foundations of software engineering
Integrating tags in a semantic content-based recommender
Proceedings of the 2008 ACM conference on Recommender systems
Proceedings of the VLDB Endowment
On evaluating recommender systems for API usages
Proceedings of the 2008 international workshop on Recommendation systems for software engineering
Email Spam Filtering: A Systematic Review
Foundations and Trends in Information Retrieval
Extracting symbolic knowledge from recurrent neural networks---A fuzzy logic approach
Fuzzy Sets and Systems
Predicting web spam with HTTP session information
Proceedings of the 17th ACM conference on Information and knowledge management
Biological pathways as features for microarray data classification
Proceedings of the 2nd international workshop on Data and text mining in bioinformatics
Fourier-Based Inspection of Free-Form Reflective Surfaces
ACIVS '08 Proceedings of the 10th International Conference on Advanced Concepts for Intelligent Vision Systems
Incorporating domain knowledge into data mining classifiers: An application in indirect lending
Decision Support Systems
Expert Systems with Applications: An International Journal
Recognition of multi-interval rules in dataset with continuous-valued attributes
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Web-based CBR system applied to early cost budgeting for pavement maintenance project
Expert Systems with Applications: An International Journal
Managing irrelevant knowledge in CBR models for unsolicited e-mail classification
Expert Systems with Applications: An International Journal
Information and Software Technology
Travel Speed Prediction Using Fuzzy Reasoning
ICIRA '08 Proceedings of the First International Conference on Intelligent Robotics and Applications: Part I
Discovering genres of online discussion threads via text mining
Computers & Education
Support Vector Machine for Outlier Detection in Breast Cancer Survivability Prediction
Advanced Web and NetworkTechnologies, and Applications
An Application of Decision Trees for Rule Extraction Towards Telecommunications Fraud Detection
KES '07 Knowledge-Based Intelligent Information and Engineering Systems and the XVII Italian Workshop on Neural Networks on Proceedings of the 11th International Conference
A Comparison of Re-ranking Methods in Digital Libraries Using User Profiles
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
Semi-analytical method for analyzing models and model selection measures based on moment analysis
ACM Transactions on Knowledge Discovery from Data (TKDD)
An efficient discriminant-based solution for small sample size problem
Pattern Recognition
Computers in Biology and Medicine
Review: Application of artificial neural networks in the diagnosis of urological dysfunctions
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Mining whole-sample mass spectrometry proteomics data for biomarkers - An overview
Expert Systems with Applications: An International Journal
Bayesian classifiers based on kernel density estimation: Flexible classifiers
International Journal of Approximate Reasoning
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Feature Selection in Genetic Fuzzy Discretization for the Pattern Classification Problems
IEICE - Transactions on Information and Systems
HTILDE: scaling up relational decision trees for very large databases
Proceedings of the 2009 ACM symposium on Applied Computing
Specification Mining with Few False Positives
TACAS '09 Proceedings of the 15th International Conference on Tools and Algorithms for the Construction and Analysis of Systems: Held as Part of the Joint European Conferences on Theory and Practice of Software, ETAPS 2009,
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Engineering Applications of Artificial Intelligence
Estimating classification error rate: Repeated cross-validation, repeated hold-out and bootstrap
Computational Statistics & Data Analysis
Constrained optimization for validation-guided conditional random field learning
Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining
Latent classification models for binary data
Pattern Recognition
Particle swarm optimization based multi-prototype ensembles
Proceedings of the 11th Annual conference on Genetic and evolutionary computation
A memetic algorithm for gene selection and molecular classification of cancer
Proceedings of the 11th Annual conference on Genetic and evolutionary computation
Biomedical Text Mining Applied to Document Retrieval and Semantic Indexing
IWANN '09 Proceedings of the 10th International Work-Conference on Artificial Neural Networks: Part II: Distributed Computing, Artificial Intelligence, Bioinformatics, Soft Computing, and Ambient Assisted Living
Adaptive Splitting and Selection Method of Classifier Ensemble Building
HAIS '09 Proceedings of the 4th International Conference on Hybrid Artificial Intelligence Systems
Some Remarks on Chosen Methods of Classifier Fusion Based on Weighted Voting
HAIS '09 Proceedings of the 4th International Conference on Hybrid Artificial Intelligence Systems
Supervised Classification Algorithms Applied to the Detection of Atmospheric Pollution
IEA/AIE '09 Proceedings of the 22nd International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems: Next-Generation Applied Intelligence
Learning from examples to improve code completion systems
Proceedings of the the 7th joint meeting of the European software engineering conference and the ACM SIGSOFT symposium on The foundations of software engineering
Effective solution for unhandled exception in decision tree induction algorithms
Expert Systems with Applications: An International Journal
Toward breast cancer survivability prediction models through improving training space
Expert Systems with Applications: An International Journal
Voice Pathology Classification by Using Features from High-Speed Videos
AIME '09 Proceedings of the 12th Conference on Artificial Intelligence in Medicine: Artificial Intelligence in Medicine
Classification of symbolic objects: A lazy learning approach
Intelligent Data Analysis - Analysis of Symbolic and Spatial Data
Anytime classification for a pool of instances
Machine Learning
The impact of time on the accuracy of sentiment classifiers created from a web log corpus
AAAI'07 Proceedings of the 22nd national conference on Artificial intelligence - Volume 2
Shape recognition for Irish sign language understanding
SMO'09 Proceedings of the 9th WSEAS international conference on Simulation, modelling and optimization
Evaluation of k-Nearest Neighbor classifier performance for direct marketing
Expert Systems with Applications: An International Journal
Classification of toxigenic and atoxigenic strains of Aspergillus flavus with hyperspectral imaging
Computers and Electronics in Agriculture
Kernel Methods in Computer Vision
Foundations and Trends® in Computer Graphics and Vision
Using text classifiers for numerical classification
IJCAI'01 Proceedings of the 17th international joint conference on Artificial intelligence - Volume 2
On learning algorithm selection for classification
Applied Soft Computing
Predicting breast cancer survivability: a comparison of three data mining methods
Artificial Intelligence in Medicine
IEEE Transactions on Audio, Speech, and Language Processing
IEEE Transactions on Information Technology in Biomedicine
Short-term forecasting of emergency inpatient flow
IEEE Transactions on Information Technology in Biomedicine
IEEE Transactions on Information Technology in Biomedicine - Special section on biomedical informatics
Logistic ensembles of Random Spherical Linear Oracles for microarray classification
International Journal of Data Mining and Bioinformatics
Thyroid disease diagnosis using Artificial Immune Recognition System (AIRS)
Proceedings of the 2nd International Conference on Interaction Sciences: Information Technology, Culture and Human
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
Linear boundary discriminant analysis
Pattern Recognition
Two cooperative ant colonies for feature selection using fuzzy models
Expert Systems with Applications: An International Journal
BioDR: Semantic indexing networks for biomedical document retrieval
Expert Systems with Applications: An International Journal
Expert model for detection of epileptic activity in EEG signature
Expert Systems with Applications: An International Journal
Multi-grain hierarchical topic extraction algorithm for text mining
Expert Systems with Applications: An International Journal
Optimisation of the decision tree technique applied to simulated sow herd datasets
Computers and Electronics in Agriculture
Boosting Classifiers Built from Different Subsets of Features
Fundamenta Informaticae
A finite-sample simulation study of cross validation in tree-based models
Information Technology and Management
ACL '09 Proceedings of the Joint Conference of the 47th Annual Meeting of the ACL and the 4th International Joint Conference on Natural Language Processing of the AFNLP: Volume 1 - Volume 1
A novel LDA and PCA-based hierarchical scheme for metagenomic fragment binning
CIBCB'09 Proceedings of the 6th Annual IEEE conference on Computational Intelligence in Bioinformatics and Computational Biology
Advanced Integration of Neural Networks for Characterizing Voids in Welded Strips
ICANN '09 Proceedings of the 19th International Conference on Artificial Neural Networks: Part II
A novel measure for evaluating classifiers
Expert Systems with Applications: An International Journal
Non-invasive differential diagnosis of dental periapical lesions in cone-beam CT
ISBI'09 Proceedings of the Sixth IEEE international conference on Symposium on Biomedical Imaging: From Nano to Macro
The multiple pairs SMO: a modified SMO algorithm for the acceleration of the SVM training
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
A new discriminant analysis based on boundary/non-boundary pattern separation
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Expert Systems with Applications: An International Journal
Predicting box-office success of motion pictures with neural networks
Expert Systems with Applications: An International Journal
A multilayer perceptron-based medical decision support system for heart disease diagnosis
Expert Systems with Applications: An International Journal
Improving design-pattern identification: a new approach and an exploratory study
Software Quality Control
IEEE Transactions on Information Technology in Biomedicine - Special section on body sensor networks
Handwritten Arabic character recognition using multiple classifiers based on letter form
SPPRA '08 Proceedings of the Fifth IASTED International Conference on Signal Processing, Pattern Recognition and Applications
An application of linear mixed effects model to steganography detection
SMC'09 Proceedings of the 2009 IEEE international conference on Systems, Man and Cybernetics
Binarized Support Vector Machines
INFORMS Journal on Computing
Bacteria classification based on 16S ribosomal gene using artificial neural networks
CIMMACS'09 Proceedings of the 8th WSEAS International Conference on Computational intelligence, man-machine systems and cybernetics
A framework for case-based diagnosis of batch processes in the principal components space
ETFA'09 Proceedings of the 14th IEEE international conference on Emerging technologies & factory automation
Fast bootstrap methodology for regression model selection
Neurocomputing
Examining multiple potential models in end-user interactive concept learning
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Parameter optimization by a genetic algorithm for a pitch tracking system
GECCO'03 Proceedings of the 2003 international conference on Genetic and evolutionary computation: PartII
Collaborative filtering using interval estimation naïve Bayes
AWIC'03 Proceedings of the 1st international Atlantic web intelligence conference on Advances in web intelligence
ICCBR'03 Proceedings of the 5th international conference on Case-based reasoning: Research and Development
IWLCS'03-05 Proceedings of the 2003-2005 international conference on Learning classifier systems
Improving the performance of a pittsburgh learning classifier system using a default rule
IWLCS'03-05 Proceedings of the 2003-2005 international conference on Learning classifier systems
A learning rule to model the development of orientation selectivity in visual cortex
IWANN'03 Proceedings of the Artificial and natural neural networks 7th international conference on Computational methods in neural modeling - Volume 1
Neural net ensembles for lithology recognition
MCS'03 Proceedings of the 4th international conference on Multiple classifier systems
Generalisation and model selection in supervised learning with evolutionary computation
EvoWorkshops'03 Proceedings of the 2003 international conference on Applications of evolutionary computing
A similarity evaluation technique for cooperative problem solving with a group of agents
CIA'99 Proceedings of the 3rd international conference on Cooperative information agents III
Finite mixture model of bounded semi-naive Bayesian networks classifier
ICANN/ICONIP'03 Proceedings of the 2003 joint international conference on Artificial neural networks and neural information processing
ICANN/ICONIP'03 Proceedings of the 2003 joint international conference on Artificial neural networks and neural information processing
Improved support vector clustering
Engineering Applications of Artificial Intelligence
Attributes reduction based on GA-CFS method
APWeb/WAIM'07 Proceedings of the joint 9th Asia-Pacific web and 8th international conference on web-age information management conference on Advances in data and web management
Softening the margin in discrete SVM
ICDM'07 Proceedings of the 7th industrial conference on Advances in data mining: theoretical aspects and applications
Improving stability of feature selection methods
CAIP'07 Proceedings of the 12th international conference on Computer analysis of images and patterns
Level set estimation using uncoordinated mobile sensors
ADHOC-NOW'07 Proceedings of the 6th international conference on Ad-hoc, mobile and wireless networks
Proceedings of the 29th DAGM conference on Pattern recognition
A multi-engine solver for quantified boolean formulas
CP'07 Proceedings of the 13th international conference on Principles and practice of constraint programming
Mining advertiser-specific user behavior using adfactors
Proceedings of the 19th international conference on World wide web
A machine learning-based approach to prognostic analysis of thoracic transplantations
Artificial Intelligence in Medicine
Classification of functional voice disorders based on phonovibrograms
Artificial Intelligence in Medicine
An SVM-based machine learning method for accurate internet traffic classification
Information Systems Frontiers
The impact of random samples in ensemble classifiers
Proceedings of the 2010 ACM Symposium on Applied Computing
High efficiency on prediction of translation initiation site (TIS) of RefSeq sequences
BSB'07 Proceedings of the 2nd Brazilian conference on Advances in bioinformatics and computational biology
Partitioning-clustering techniques applied to the electricity price time series
IDEAL'07 Proceedings of the 8th international conference on Intelligent data engineering and automated learning
ICANN'07 Proceedings of the 17th international conference on Artificial neural networks
Relaxing feature selection in spam filtering by using case-based reasoning systems
EPIA'07 Proceedings of the aritficial intelligence 13th Portuguese conference on Progress in artificial intelligence
Improving boosting by exploiting former assumptions
MCD'07 Proceedings of the 3rd ECML/PKDD international conference on Mining complex data
Hybrid method for personalized search in scientific digital libraries
CICLing'08 Proceedings of the 9th international conference on Computational linguistics and intelligent text processing
An evolutionary framework for colorimetric characterization of scanners
Evo'08 Proceedings of the 2008 conference on Applications of evolutionary computing
Face recognition using a color PCA framework
ICVS'08 Proceedings of the 6th international conference on Computer vision systems
A novel feature selection based semi-supervised method for image classification
ICVS'08 Proceedings of the 6th international conference on Computer vision systems
A system for distributed event detection in wireless sensor networks
Proceedings of the 9th ACM/IEEE International Conference on Information Processing in Sensor Networks
Ensemble methods to improve the performance of an English handwritten text line recognizer
SACH'06 Proceedings of the 2006 conference on Arabic and Chinese handwriting recognition
Gene selection and cancer microarray data classification via mixed-integer optimization
EvoBIO'08 Proceedings of the 6th European conference on Evolutionary computation, machine learning and data mining in bioinformatics
Chronic hepatitis and cirrhosis classification using SNP data, decision tree and decision rule
ICCSA'07 Proceedings of the 2007 international conference on Computational science and its applications - Volume Part III
Hybrid method for personalized search in digital libraries
ECIR'08 Proceedings of the IR research, 30th European conference on Advances in information retrieval
Towards concise representation for taxonomies of epistemic communities
CLA'06 Proceedings of the 4th international conference on Concept lattices and their applications
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 1
Feature subset selection based on Bayesian networks
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 1
Variance analysis in software fault prediction models
ISSRE'09 Proceedings of the 20th IEEE international conference on software reliability engineering
Predicting the fix time of bugs
Proceedings of the 2nd International Workshop on Recommendation Systems for Software Engineering
Evaluating learning algorithms and classifiers
International Journal of Intelligent Information and Database Systems
Improving generalization performance of bagging ensemble via Bayesian approach
CIRA'09 Proceedings of the 8th IEEE international conference on Computational intelligence in robotics and automation
Creating diverse nearest-neighbour ensembles using simultaneous metaheuristic feature selection
Pattern Recognition Letters
Beta mixture models and the application to image classification
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Run-time task allocation considering user behavior in embedded multiprocessor networks-on-chip
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
Using unsupervised analysis to constrain generalization bounds for support vector classifiers
IEEE Transactions on Neural Networks
Predicting quality of experience in multimedia streaming
Proceedings of the 7th International Conference on Advances in Mobile Computing and Multimedia
Focusing solutions for data mining: analytical studies and experimental results in real-world domains
IEEE Transactions on Information Technology in Biomedicine - Special section on new and emerging technologies in bioinformatics and bioengineering
Grammar guided genetic programming for multiple instance learning: an experimental study
Proceedings of the 12th annual conference on Genetic and evolutionary computation
Coevolutionary multi-population genetic programming for data classification
Proceedings of the 12th annual conference on Genetic and evolutionary computation
Designing better fitness functions for automated program repair
Proceedings of the 12th annual conference on Genetic and evolutionary computation
Classification of tumor marker values using heuristic data mining methods
Proceedings of the 12th annual conference companion on Genetic and evolutionary computation
Detection of microcalcifications in mammograms using multi-chromosome Cartesian genetic programming
Proceedings of the 12th annual conference companion on Genetic and evolutionary computation
Computational Statistics & Data Analysis
Computer Methods and Programs in Biomedicine
Expert Systems with Applications: An International Journal
A comparative analysis of machine learning techniques for student retention management
Decision Support Systems
An information-theoretic framework for semantic-multimedia retrieval
ACM Transactions on Information Systems (TOIS)
Non-rigid shape recognition for sign language understanding
WSEAS TRANSACTIONS on SYSTEMS
Extending black domain name list by using co-occurrence relation between DNS queries
LEET'10 Proceedings of the 3rd USENIX conference on Large-scale exploits and emergent threats: botnets, spyware, worms, and more
An EDBoost algorithm towards robust face recognition in JPEG compressed domain
Image and Vision Computing
A hybrid rule/model-based finite-state framework for normalizing SMS messages
ACL '10 Proceedings of the 48th Annual Meeting of the Association for Computational Linguistics
Creating and evaluating a consensus for negated and speculative words in a Swedish clinical corpus
NeSp-NLP '10 Proceedings of the Workshop on Negation and Speculation in Natural Language Processing
Text mining in supporting software systems risk assurance
Proceedings of the IEEE/ACM international conference on Automated software engineering
Expert Systems with Applications: An International Journal
A two-stage algorithm in evolutionary product unit neural networks for classification
Expert Systems with Applications: An International Journal
GIS-based spatial precipitation estimation using next generation radar and raingauge data
Environmental Modelling & Software
G3P-MI: A genetic programming algorithm for multiple instance learning
Information Sciences: an International Journal
Building classifiers using Bayesian networks
AAAI'96 Proceedings of the thirteenth national conference on Artificial intelligence - Volume 2
Designing heterogeneous embedded network-on-chip platforms with users in mind
IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems
Symbolic nearest mean classifiers
AAAI'97/IAAI'97 Proceedings of the fourteenth national conference on artificial intelligence and ninth conference on Innovative applications of artificial intelligence
Classification and reductio-ad-absurdum optimality proofs
AAAI'97/IAAI'97 Proceedings of the fourteenth national conference on artificial intelligence and ninth conference on Innovative applications of artificial intelligence
A new metric-based approach to model selection
AAAI'97/IAAI'97 Proceedings of the fourteenth national conference on artificial intelligence and ninth conference on Innovative applications of artificial intelligence
MARS: a MultilAnguage Recommender System
Proceedings of the 1st International Workshop on Information Heterogeneity and Fusion in Recommender Systems
Distinguishing between positive and negative opinions with complex network features
TextGraphs-5 Proceedings of the 2010 Workshop on Graph-based Methods for Natural Language Processing
Using affective parameters in a content-based recommender system for images
User Modeling and User-Adapted Interaction
Using Gene Ontology to enhance effectiveness of similarity measures for microarray data
International Journal of Data Mining and Bioinformatics
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
A decision support system for usability evaluation of web-based information systems
Expert Systems with Applications: An International Journal
Computers and Electronics in Agriculture
ADMI'10 Proceedings of the 6th international conference on Agents and data mining interaction
On building a search interface discovery system
RED'09 Proceedings of the 2nd international conference on Resource discovery
Enhanced foundry production control
DEXA'10 Proceedings of the 21st international conference on Database and expert systems applications: Part I
Static preference models for options with dynamic extent
KI'10 Proceedings of the 33rd annual German conference on Advances in artificial intelligence
Ensemble classification for constraint solver configuration
CP'10 Proceedings of the 16th international conference on Principles and practice of constraint programming
Posterior estimates and transforms for speech recognition
TSD'10 Proceedings of the 13th international conference on Text, speech and dialogue
Cross validation framework to choose amongst models and datasets for transfer learning
ECML PKDD'10 Proceedings of the 2010 European conference on Machine learning and knowledge discovery in databases: Part III
Sequential reduction algorithm for nearest neighbor rule
ICCVG'10 Proceedings of the 2010 international conference on Computer vision and graphics: Part II
A data mining framework for detecting subscription fraud in telecommunication
Engineering Applications of Artificial Intelligence
Model building using bi-level optimization
Journal of Global Optimization
Layered evaluation of interactive adaptive systems: framework and formative methods
User Modeling and User-Adapted Interaction
Prototype sample selection based on minimization of the complete cross validation functional
Pattern Recognition and Image Analysis
An automated solution to the multiuser carved data ascription problem
IEEE Transactions on Information Forensics and Security
Model selection for least squares support vector regressions based on small-world strategy
Expert Systems with Applications: An International Journal
Computational Statistics & Data Analysis
Pattern recognition techniques for the classification of malware packers
ACISP'10 Proceedings of the 15th Australasian conference on Information security and privacy
Data classification using rough sets and naïve Bayes
RSKT'10 Proceedings of the 5th international conference on Rough set and knowledge technology
An analysis of order dependence in k-NN
AICS'09 Proceedings of the 20th Irish conference on Artificial intelligence and cognitive science
Image based diagnostic aid system for interstitial lung diseases
Expert Systems with Applications: An International Journal
Information and Software Technology
Design and evaluation of neural networks for an embedded application
IEA/AIE'10 Proceedings of the 23rd international conference on Industrial engineering and other applications of applied intelligent systems - Volume Part III
Proceedings of the Third COST 2102 international training school conference on Toward autonomous, adaptive, and context-aware multimodal interfaces: theoretical and practical issues
A model of job satisfaction for collaborative development processes
Journal of Systems and Software
A predication survival model for colorectal cancer
AMERICAN-MATH'11/CEA'11 Proceedings of the 2011 American conference on applied mathematics and the 5th WSEAS international conference on Computer engineering and applications
Surrogate modeling approximation using a mixture of experts based on EM joint estimation
Structural and Multidisciplinary Optimization
Structural and Multidisciplinary Optimization
A dimensionality reduction based on feature quality measure
Proceedings of the First International Conference on Intelligent Interactive Technologies and Multimedia
On cross-validation and stacking: building seemingly predictive models on random data
ACM SIGKDD Explorations Newsletter
Determining malicious executable distinguishing attributes and low-complexity detection
Journal in Computer Virology
Exploring discrepancies in findings obtained with the KDD Cup '99 data set
Intelligent Data Analysis
Computers in Biology and Medicine
Noise reduction in LSA-based essay assessment
SMO'05 Proceedings of the 5th WSEAS international conference on Simulation, modelling and optimization
Automated topic naming to support cross-project analysis of software maintenance activities
Proceedings of the 8th Working Conference on Mining Software Repositories
Mutual information and k-nearest neighbors approximator for time series prediction
ICANN'05 Proceedings of the 15th international conference on Artificial neural networks: formal models and their applications - Volume Part II
A novel virtual sample generation method based on Gaussian distribution
Knowledge-Based Systems
IP geolocation in metropolitan areas
Proceedings of the ACM SIGMETRICS joint international conference on Measurement and modeling of computer systems
Expert Systems with Applications: An International Journal
Tuning metaheuristics: A data mining based approach for particle swarm optimization
Expert Systems with Applications: An International Journal
Proceedings of the 13th annual conference companion on Genetic and evolutionary computation
IP geolocation in metropolitan areas
ACM SIGMETRICS Performance Evaluation Review - Performance evaluation review
Information Sciences: an International Journal
Distributed learning with data reduction
Transactions on computational collective intelligence IV
Deriving the Pricing Power of Product Features by Mining Consumer Reviews
Management Science
Discriminative Learning of Bayesian Networks via Factorized Conditional Log-Likelihood
The Journal of Machine Learning Research
ECSQARU'11 Proceedings of the 11th European conference on Symbolic and quantitative approaches to reasoning with uncertainty
Inhabitant prediction in smart houses
Proceedings of the 2011 international workshop on Situation activity & goal awareness
Enhancing scalability in anomaly-based email spam filtering
Proceedings of the 8th Annual Collaboration, Electronic messaging, Anti-Abuse and Spam Conference
Artificial Intelligence in Medicine
Anomaly detection for the prediction of ultimate tensile strength in iron casting production
DEXA'11 Proceedings of the 22nd international conference on Database and expert systems applications - Volume Part II
Boosting inspired process for improving AUC
MLDM'11 Proceedings of the 7th international conference on Machine learning and data mining in pattern recognition
A machine learning and data mining framework to enable evolutionary improvement in trauma triage
MLDM'11 Proceedings of the 7th international conference on Machine learning and data mining in pattern recognition
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
Clustering of multiple microarray experiments using information integration
ITBAM'11 Proceedings of the Second international conference on Information technology in bio- and medical informatics
The multilevel adaptive description of molecular graphs in "structure-property problem"
Pattern Recognition and Image Analysis
Enhanced Topic-based Vector Space Model for semantics-aware spam filtering
Expert Systems with Applications: An International Journal
An improved K-nearest-neighbor algorithm for text categorization
Expert Systems with Applications: An International Journal
Cooling-aware workload placement with performance constraints
Performance Evaluation
Cross-language information filtering: word sense disambiguation vs. distributional models
AI*IA'11 Proceedings of the 12th international conference on Artificial intelligence around man and beyond
Tuning expert systems for cost-sensitive decisions
Advances in Artificial Intelligence
MLMI'11 Proceedings of the Second international conference on Machine learning in medical imaging
Fashion crimes: trending-term exploitation on the web
Proceedings of the 18th ACM conference on Computer and communications security
Learning to rank results in relational keyword search
Proceedings of the 20th ACM international conference on Information and knowledge management
Probabilities of discrepancy between minima of cross-validation, Vapnik bounds and true risks
International Journal of Applied Mathematics and Computer Science
Ensemble of surrogates with recursive arithmetic average
Structural and Multidisciplinary Optimization
Computers and Electronics in Agriculture
Environmental Modelling & Software
An alternative to ROC and AUC analysis of classifiers
IDA'11 Proceedings of the 10th international conference on Advances in intelligent data analysis X
Comparative analysis of data mining methods for bankruptcy prediction
Decision Support Systems
Predict on-shelf product availability in grocery retailing with classification methods
Expert Systems with Applications: An International Journal
Adaptive Neuro-Fuzzy Inference System for diagnosis risk in dengue patients
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
MICAI'06 Proceedings of the 5th Mexican international conference on Artificial Intelligence
Automatic construction of bayesian network structures by means of a concurrent search mechanism
MICAI'06 Proceedings of the 5th Mexican international conference on Artificial Intelligence
A novel data mining approach for the accurate prediction of translation initiation sites
ISBMDA'06 Proceedings of the 7th international conference on Biological and Medical Data Analysis
Tokenising, stemming and stopword removal on anti-spam filtering domain
CAEPIA'05 Proceedings of the 11th Spanish association conference on Current Topics in Artificial Intelligence
An artificial immune classifier for credit scoring analysis
Applied Soft Computing
Diagnosis of chronic idiopathic inflammatory bowel disease using bayesian networks
CIARP'06 Proceedings of the 11th Iberoamerican conference on Progress in Pattern Recognition, Image Analysis and Applications
An intelligent personalized service for conference participants
ISMIS'06 Proceedings of the 16th international conference on Foundations of Intelligent Systems
Selection strategies for multi-label text categorization
FinTAL'06 Proceedings of the 5th international conference on Advances in Natural Language Processing
The OBSERVER: an intelligent and automated video surveillance system
ICIAR'06 Proceedings of the Third international conference on Image Analysis and Recognition - Volume Part I
Classification of dermatological ulcers based on tissue composition and color texture features
Proceedings of the 4th International Symposium on Applied Sciences in Biomedical and Communication Technologies
MLCW'05 Proceedings of the First international conference on Machine Learning Challenges: evaluating Predictive Uncertainty Visual Object Classification, and Recognizing Textual Entailment
Learning Bayesian network classifiers by risk minimization
International Journal of Approximate Reasoning
Computers and Industrial Engineering
Incremental Collaborative Filtering recommender based on Regularized Matrix Factorization
Knowledge-Based Systems
PFORTE: revising probabilistic FOL theories
IBERAMIA-SBIA'06 Proceedings of the 2nd international joint conference, and Proceedings of the 10th Ibero-American Conference on AI 18th Brazilian conference on Advances in Artificial Intelligence
Exploiting neural networks to enhance trend forecasting for hotels reservations
ANNPR'10 Proceedings of the 4th IAPR TC3 conference on Artificial Neural Networks in Pattern Recognition
Feature selection by ordered rough set based feature weighting
DEXA'05 Proceedings of the 16th international conference on Database and Expert Systems Applications
Model-Based cluster analysis for web users sessions
ISMIS'05 Proceedings of the 15th international conference on Foundations of Intelligent Systems
Bayesian hypothesis testing for pattern discrimination in brain decoding
Pattern Recognition
Machine learning techniques and mammographic risk assessment
IWDM'10 Proceedings of the 10th international conference on Digital Mammography
AI'04 Proceedings of the 17th Australian joint conference on Advances in Artificial Intelligence
A bayesian metric for evaluating machine learning algorithms
AI'04 Proceedings of the 17th Australian joint conference on Advances in Artificial Intelligence
Cluster ensembles in collaborative filtering recommendation
Applied Soft Computing
Minimal design of error-correcting output codes
Pattern Recognition Letters
Simultaneous evolution of neural network topologies and weights for classification and regression
IWANN'05 Proceedings of the 8th international conference on Artificial Neural Networks: computational Intelligence and Bioinspired Systems
Input and structure selection for k-NN approximator
IWANN'05 Proceedings of the 8th international conference on Artificial Neural Networks: computational Intelligence and Bioinspired Systems
Direct and recursive prediction of time series using mutual information selection
IWANN'05 Proceedings of the 8th international conference on Artificial Neural Networks: computational Intelligence and Bioinspired Systems
A data pre-processing method to increase efficiency and accuracy in data mining
AIME'05 Proceedings of the 10th conference on Artificial Intelligence in Medicine
Probabilistic first-order theory revision from examples
ILP'05 Proceedings of the 15th international conference on Inductive Logic Programming
Min---Median---Max metamodel-based unconstrained nonlinear optimization problems
Structural and Multidisciplinary Optimization
Robust classification using l2,1-norm based regression model
Pattern Recognition
A comparative performance study of feature selection methods for the anti-spam filtering domain
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
ECCBR'06 Proceedings of the 8th European conference on Advances in Case-Based Reasoning
Segmental parameterisation and statistical modelling of e-mail headers for spam detection
Information Sciences: an International Journal
Intelligent product search with soft-boundary preference relaxation
Expert Systems with Applications: An International Journal
Using cross-validation for model parameter selection of sequential probability ratio test
Expert Systems with Applications: An International Journal
Artificial Intelligence in Medicine
Artificial Intelligence in Medicine
Automated expert modeling for automated student evaluation
ITS'06 Proceedings of the 8th international conference on Intelligent Tutoring Systems
Feature selection based on run covering
PSIVT'06 Proceedings of the First Pacific Rim conference on Advances in Image and Video Technology
Feature extraction via balanced average neighborhood margin maximization
ICONIP'11 Proceedings of the 18th international conference on Neural Information Processing - Volume Part II
A modified two-stage SVM-RFE model for cancer classification using microarray data
ICONIP'11 Proceedings of the 18th international conference on Neural Information Processing - Volume Part I
Evaluating probabilistic models learned from data
MICAI'11 Proceedings of the 10th international conference on Artificial Intelligence: advances in Soft Computing - Volume Part II
CONTRAlign: discriminative training for protein sequence alignment
RECOMB'06 Proceedings of the 10th annual international conference on Research in Computational Molecular Biology
Leveraging information across HLA alleles/supertypes improves epitope prediction
RECOMB'06 Proceedings of the 10th annual international conference on Research in Computational Molecular Biology
Expert Systems with Applications: An International Journal
Less biased measurement of feature selection benefits
SLSFS'05 Proceedings of the 2005 international conference on Subspace, Latent Structure and Feature Selection
EUROCAST'11 Proceedings of the 13th international conference on Computer Aided Systems Theory - Volume Part I
Learning from the past: answering new questions with past answers
Proceedings of the 21st international conference on World Wide Web
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Decision support for the software product line domain engineering lifecycle
Automated Software Engineering
Neural network diagnostic system for dengue patients risk classification
Journal of Medical Systems
AMI Screening Using Linguistic Fuzzy Rules
Journal of Medical Systems
An associative memory approach to medical decision support systems
Computer Methods and Programs in Biomedicine
Evaluating prediction systems in software project estimation
Information and Software Technology
Two New Prediction-Driven Approaches to Discrete Choice Prediction
ACM Transactions on Management Information Systems (TMIS)
Filter versus wrapper gene selection approaches in DNA microarray domains
Artificial Intelligence in Medicine
Feature subset selection by genetic algorithms and estimation of distribution algorithms
Artificial Intelligence in Medicine
Comment spam classification in blogs through comment analysis and comment-blog post relationships
CICLing'12 Proceedings of the 13th international conference on Computational Linguistics and Intelligent Text Processing - Volume Part II
A new automatic identification system of insect images at the order level
Knowledge-Based Systems
Self-supervised terrain classification for planetary surface exploration rovers
Journal of Field Robotics
PEAL--Packed executable analysis
ADCONS'11 Proceedings of the 2011 international conference on Advanced Computing, Networking and Security
Resampling methods for meta-model validation with recommendations for evolutionary computation
Evolutionary Computation
The Normalised Compression Distance as a file fragment classifier
Digital Investigation: The International Journal of Digital Forensics & Incident Response
A Three-Stage Expert System Based on Support Vector Machines for Thyroid Disease Diagnosis
Journal of Medical Systems
Word sense disambiguation for spam filtering
Electronic Commerce Research and Applications
Representations and operators for improving evolutionary software repair
Proceedings of the 14th annual conference on Genetic and evolutionary computation
A double-circle algorithm for ore classification
Machine Graphics & Vision International Journal
Summarisation of the logical structure of XML documents
Information Processing and Management: an International Journal
Diversity analysis on boosting nominal concepts
PAKDD'12 Proceedings of the 16th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining - Volume Part I
SDAI: An integral evaluation methodology for content-based spam filtering models
Expert Systems with Applications: An International Journal
n-Gram modeling of relevant features for lip-reading
Proceedings of the International Conference on Advances in Computing, Communications and Informatics
An evaluation of machine learning in algorithm selection for search problems
AI Communications - The Symposium on Combinatorial Search
Proceedings of the 1st International Workshop on Cross Domain Knowledge Discovery in Web and Social Network Mining
AEON - An approach to the automatic evaluation of ontologies
Applied Ontology - Ontological Foundations of Conceptual Modelling
Can I clone this piece of code here?
Proceedings of the 27th IEEE/ACM International Conference on Automated Software Engineering
A folksonomy-based recommender system for personalized access to digital artworks
Journal on Computing and Cultural Heritage (JOCCH)
International Journal of Business Intelligence and Data Mining
Dynamic rule-based similarity model for DNA microarray data
Transactions on Rough Sets XV
Wrapper feature selection for small sample size data driven by complete error estimates
Computer Methods and Programs in Biomedicine
Analysis and detection of web spam by means of web content
IRFC'12 Proceedings of the 5th conference on Multidisciplinary Information Retrieval
An intelligent system for managing the isolation of patients suspected of pulmonary tuberculosis
IDEAL'12 Proceedings of the 13th international conference on Intelligent Data Engineering and Automated Learning
Journal of Biomedical Informatics
Review: Supervised classification and mathematical optimization
Computers and Operations Research
Expert Systems with Applications: An International Journal
Expert Systems with Applications: An International Journal
Friends don't lie: inferring personality traits from social network structure
Proceedings of the 2012 ACM Conference on Ubiquitous Computing
Interpolation Models for Spatiotemporal Association Mining
Fundamenta Informaticae - The 9th International Conference on Rough Sets, Fuzzy Sets, Data Mining and Granular Conputing (RSFDGrC 2003)
Local Feature Selection with Dynamic Integration of Classifiers
Fundamenta Informaticae - Intelligent Systems
Human observer confidence in image quality assessment
Image Communication
Grindstone4Spam: An optimization toolkit for boosting e-mail classification
Journal of Systems and Software
Computer Methods and Programs in Biomedicine
A Computer Aided Diagnosis System for Thyroid Disease Using Extreme Learning Machine
Journal of Medical Systems
Design of a Fuzzy-based Decision Support System for Coronary Heart Disease Diagnosis
Journal of Medical Systems
Computers in Biology and Medicine
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
Evaluation of classification algorithms for intrusion detection in MANETs
Knowledge-Based Systems
Pervasive and Mobile Computing
Continuous learning of compiler heuristics
ACM Transactions on Architecture and Code Optimization (TACO) - Special Issue on High-Performance Embedded Architectures and Compilers
Information Sciences: an International Journal
Dynamic anomaly detection for more trustworthy outsourced computation
ISC'12 Proceedings of the 15th international conference on Information Security
Sublinear algorithms for penalized logistic regression in massive datasets
ECML PKDD'12 Proceedings of the 2012 European conference on Machine Learning and Knowledge Discovery in Databases - Volume Part I
ICANN'12 Proceedings of the 22nd international conference on Artificial Neural Networks and Machine Learning - Volume Part II
Position paper: Characterising performance of environmental models
Environmental Modelling & Software
Genetic algorithms in feature and instance selection
Knowledge-Based Systems
Boosting scalability in anomaly-based packed executable filtering
Inscrypt'11 Proceedings of the 7th international conference on Information Security and Cryptology
A memetic approach for the knowledge extraction
ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part I
ICONIP'12 Proceedings of the 19th international conference on Neural Information Processing - Volume Part V
Two-stage approach for electricity consumption forecasting in public buildings
IDA'12 Proceedings of the 11th international conference on Advances in Intelligent Data Analysis
Experimental comparison of representation methods and distance measures for time series data
Data Mining and Knowledge Discovery
Arrival and delay curve estimation for SLA calculus
Proceedings of the Winter Simulation Conference
Expert Systems with Applications: An International Journal
A Machine Learning Based Meta-Scheduler for Multi-Core Processors
International Journal of Adaptive, Resilient and Autonomic Systems
High throughput and programmable online trafficclassifier on FPGA
Proceedings of the ACM/SIGDA international symposium on Field programmable gate arrays
Unsupervised fuzzy-rough set-based dimensionality reduction
Information Sciences: an International Journal
A bayesian network approach to investigating user-robot personality matching
AMT'12 Proceedings of the 8th international conference on Active Media Technology
An adaptive method for the tag-rating-based recommender system
AMT'12 Proceedings of the 8th international conference on Active Media Technology
Automatic Detection of Arrow Annotation Overlays in Biomedical Images
International Journal of Healthcare Information Systems and Informatics
An Intelligent Operator for Genetic Fuzzy Rule Based System
International Journal of Intelligent Information Technologies
Authorship Detection and Encoding for eBay Images
International Journal of Multimedia Data Engineering & Management
Opcode sequences as representation of executables for data-mining-based unknown malware detection
Information Sciences: an International Journal
Quality of Experience Models for Multimedia Streaming
International Journal of Mobile Computing and Multimedia Communications
wFDT: weighted fuzzy decision trees for prognosis of breast cancer survivability
AusDM '08 Proceedings of the 7th Australasian Data Mining Conference - Volume 87
LTC: A latent tree approach to classification
International Journal of Approximate Reasoning
Understanding symptomatology of atherosclerotic plaque by image-based tissue characterization
Computer Methods and Programs in Biomedicine
Predicting Social Network Measures Using Machine Learning Approach
ASONAM '12 Proceedings of the 2012 International Conference on Advances in Social Networks Analysis and Mining (ASONAM 2012)
Quipu: A Statistical Model for Predicting Hardware Resources
ACM Transactions on Reconfigurable Technology and Systems (TRETS)
Sentiment Analysis of Turkish Political News
WI-IAT '12 Proceedings of the The 2012 IEEE/WIC/ACM International Joint Conferences on Web Intelligence and Intelligent Agent Technology - Volume 01
Optimal feature selection for sentiment analysis
CICLing'13 Proceedings of the 14th international conference on Computational Linguistics and Intelligent Text Processing - Volume 2
Multilevel adaptive description of molecular graphs in the "structure-property" problem
Pattern Recognition and Image Analysis
Intelligent phishing detection and protection scheme for online transactions
Expert Systems with Applications: An International Journal
Proceedings of the 15th annual conference companion on Genetic and evolutionary computation
MICAI'12 Proceedings of the 11th Mexican international conference on Advances in Artificial Intelligence - Volume Part I
Evolution by adapting surrogates
Evolutionary Computation
An interpretable classification rule mining algorithm
Information Sciences: an International Journal
Auto-WEKA: combined selection and hyperparameter optimization of classification algorithms
Proceedings of the 19th ACM SIGKDD international conference on Knowledge discovery and data mining
Revised mutual information approach for german text sentiment classification
Proceedings of the 22nd international conference on World Wide Web companion
Functional activity maps based on significance measures and Independent Component Analysis
Computer Methods and Programs in Biomedicine
Toward an efficient and scalable feature selection approach for internet traffic classification
Computer Networks: The International Journal of Computer and Telecommunications Networking
Behavioural detection with API call-grams to identify malicious PE files
Proceedings of the First International Conference on Security of Internet of Things
Predicting best design trade-offs: a case study in processor customization
DATE '12 Proceedings of the Conference on Design, Automation and Test in Europe
Combining embedded accelerometers with computer vision for recognizing food preparation activities
Proceedings of the 2013 ACM international joint conference on Pervasive and ubiquitous computing
International Journal of Approximate Reasoning
A probabilistic graphical model approach to stochastic multiscale partial differential equations
Journal of Computational Physics
Bayesian mixed-effects inference on classification performance in hierarchical data sets
The Journal of Machine Learning Research
Evaluating perceptual video quality for mobile clients in 802.11n WLAN
Proceedings of the 8th ACM international workshop on Wireless network testbeds, experimental evaluation & characterization
Customer attrition in retailing: An application of Multivariate Adaptive Regression Splines
Expert Systems with Applications: An International Journal
Pessimists and optimists: Improving collaborative filtering through sentiment analysis
Expert Systems with Applications: An International Journal
Reversing the effects of tokenisation attacks against content-based spam filters
International Journal of Security and Networks
Seeing is not believing: visual verifications through liveness analysis using mobile devices
Proceedings of the 29th Annual Computer Security Applications Conference
An ensemble of computational intelligence models for software maintenance effort prediction
IWANN'13 Proceedings of the 12th international conference on Artificial Neural Networks: advances in computational intelligence - Volume Part I
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
Profiling event logs to configure risk indicators for process delays
CAiSE'13 Proceedings of the 25th international conference on Advanced Information Systems Engineering
Viscosity virtual sensor to control combustion in fossil fuel power plants
Engineering Applications of Artificial Intelligence
SAAD, a content based Web Spam Analyzer and Detector
Journal of Systems and Software
Towards a high productivity automatic analysis framework for classification: an initial study
ICDM'13 Proceedings of the 13th international conference on Advances in Data Mining: applications and theoretical aspects
Wastewater treatment plant performance prediction with support vector machines
ICDM'13 Proceedings of the 13th international conference on Advances in Data Mining: applications and theoretical aspects
Preceding rule induction with instance reduction methods
MLDM'13 Proceedings of the 9th international conference on Machine Learning and Data Mining in Pattern Recognition
Early detection of outgoing spammers in large-scale service provider networks
DIMVA'13 Proceedings of the 10th international conference on Detection of Intrusions and Malware, and Vulnerability Assessment
Journal of Computer and System Sciences
Machine learning based typology development in archaeology
Journal on Computing and Cultural Heritage (JOCCH)
Approximating the optimal mapping for weapon target assignment by fuzzy reasoning
Information Sciences: an International Journal
Computer Methods and Programs in Biomedicine
Computers in Biology and Medicine
Expert Systems with Applications: An International Journal
Automatic text classification to support systematic reviews in medicine
Expert Systems with Applications: An International Journal
Automated morphological classification of lung cancer subtypes using H&E tissue images
Machine Vision and Applications
Journal of Systems Architecture: the EUROMICRO Journal
Bayesian network modeling of Port State Control inspection findings and ship accident involvement
Expert Systems with Applications: An International Journal
A threshold fuzzy entropy based feature selection for medical database classification
Computers in Biology and Medicine
A machine learning-based usability evaluation method for eLearning systems
Decision Support Systems
Smart meter monitoring and data mining techniques for predicting refrigeration system performance
Expert Systems with Applications: An International Journal
A nested heuristic for parameter tuning in Support Vector Machines
Computers and Operations Research
Pattern Recognition Letters
Robust support vector machine-trained fuzzy system
Neural Networks
A feature subset selection algorithm automatic recommendation method
Journal of Artificial Intelligence Research
Fast Design Exploration for Performance, Power and Accuracy Tradeoffs in FPGA-Based Accelerators
ACM Transactions on Reconfigurable Technology and Systems (TRETS)
A new hybrid metaheuristic for medical data classification
International Journal of Metaheuristics
Meta-ELM: ELM with ELM hidden nodes
Neurocomputing
Expert Systems with Applications: An International Journal
Hybrid recommendation approaches for multi-criteria collaborative filtering
Expert Systems with Applications: An International Journal
Advanced Engineering Informatics
International Journal of Intelligent Systems Technologies and Applications
Detecting rare events using extreme value statistics applied to epileptic convulsions in children
Artificial Intelligence in Medicine
Semantic Characterization of Tweets Using Topic Models: A Use Case in the Entertainment Domain
International Journal on Semantic Web & Information Systems
Empirical Software Engineering
The impact of multinationality on firm value: A comparative analysis of machine learning techniques
Decision Support Systems
Journal of Ambient Intelligence and Smart Environments
Automatic task-based profile representation for content-based recommendation
International Journal of Knowledge-based and Intelligent Engineering Systems
Regularization through fuzzy discrete SVM with applications to customer ranking
Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology
| Hi-index | 0.08 |
We review accuracy estimation methods and compare the two most common methods crossvalidation and bootstrap. Recent experimental results on artificial data and theoretical re cults in restricted settings have shown that for selecting a good classifier from a set of classifiers (model selection), ten-fold cross-validation may be better than the more expensive leaveone-out cross-validation. We report on a largescale experiment--over half a million runs of C4.5 and a Naive-Bayes algorithm--to estimate the effects of different parameters on these algrithms on real-world datasets. For crossvalidation we vary the number of folds and whether the folds are stratified or not, for bootstrap, we vary the number of bootstrap samples. Our results indicate that for real-word datasets similar to ours, The best method to use for model selection is ten fold stratified cross validation even if computation power allows using more folds.