Proceedings of the ninth international conference on Information and knowledge management
Customer Retention via Data Mining
Artificial Intelligence Review - Issues on the application of data mining
Dimensionality Reduction in Unsupervised Learning of Conditional Gaussian Networks
IEEE Transactions on Pattern Analysis and Machine Intelligence
Data mining by attribute decomposition with semiconductor manufacturing case study
Data mining for design and manufacturing
On Issues of Instance Selection
Data Mining and Knowledge Discovery
Toward Multidatabase Mining: Identifying Relevant Databases
IEEE Transactions on Knowledge and Data Engineering
Attribute generation based on association rules
Knowledge and Information Systems
Rough set methods in feature selection and recognition
Pattern Recognition Letters - Special issue: Rough sets, pattern recognition and data mining
A Comparison between Neural Networks and Decision Trees
MLDM '99 Proceedings of the First International Workshop on Machine Learning and Data Mining in Pattern Recognition
Attribute Selection with a Multi-objective Genetic Algorithm
SBIA '02 Proceedings of the 16th Brazilian Symposium on Artificial Intelligence: Advances in Artificial Intelligence
Fast Feature Selection Using Partial Correlation for Multi-vaslued Attributes
PKDD '00 Proceedings of the 4th European Conference on Principles of Data Mining and Knowledge Discovery
Iteratively Selecting Feature Subsets for Mining from High-Dimensional Databases
PKDD '02 Proceedings of the 6th European Conference on Principles of Data Mining and Knowledge Discovery
Collecting Quality Data for Database Mining
AI '01 Proceedings of the 14th Australian Joint Conference on Artificial Intelligence: Advances in Artificial Intelligence
Improving Supervised Learning by Feature Decomposition
FoIKS '02 Proceedings of the Second International Symposium on Foundations of Information and Knowledge Systems
A New Algorithm to Select Learning Examples from Learning Data
IDEAL '00 Proceedings of the Second International Conference on Intelligent Data Engineering and Automated Learning, Data Mining, Financial Engineering, and Intelligent Agents
Quantization of Continuous Input Variables for Binary Classification
IDEAL '00 Proceedings of the Second International Conference on Intelligent Data Engineering and Automated Learning, Data Mining, Financial Engineering, and Intelligent Agents
Data Squashing for Speeding Up Boosting-Based Outlier Detection
ISMIS '02 Proceedings of the 13th International Symposium on Foundations of Intelligent Systems
ISMDA '00 Proceedings of the First International Symposium on Medical Data Analysis
Feature Selection Algorithms Applied to Parkinson's Disease
ISMDA '01 Proceedings of the Second International Symposium on Medical Data Analysis
Anytime Algorithm for Feature Selection
RSCTC '00 Revised Papers from the Second International Conference on Rough Sets and Current Trends in Computing
Discovery of Equations and the Shared Operational Semantics in Distributed Autonomous Databases
PAKDD '99 Proceedings of the Third Pacific-Asia Conference on Methodologies for Knowledge Discovery and Data Mining
Adaptive Boosting for Spatial Functions with Unstable Driving Attributes
PADKK '00 Proceedings of the 4th Pacific-Asia Conference on Knowledge Discovery and Data Mining, Current Issues and New Applications
Boosting the Performance of Nearest Neighbour Methods with Feature Selection
PAKDD '01 Proceedings of the 5th Pacific-Asia Conference on Knowledge Discovery and Data Mining
Feature Selection for Temporal Health Records
PAKDD '01 Proceedings of the 5th Pacific-Asia Conference on Knowledge Discovery and Data Mining
Feature Selection for Meta-learning
PAKDD '01 Proceedings of the 5th Pacific-Asia Conference on Knowledge Discovery and Data Mining
Case Generation Method for Constructing an RDR Knowledge Base
PRICAI '02 Proceedings of the 7th Pacific Rim International Conference on Artificial Intelligence: Trends in Artificial Intelligence
Data and Knowledge Visualization in Knowledge Discovery Process
VISUAL '02 Proceedings of the 5th International Conference on Recent Advances in Visual Information Systems
Feature Selection for Propositionalization
DS '02 Proceedings of the 5th International Conference on Discovery Science
Evaluating Feature Selection Algorithms
CCIA '02 Proceedings of the 5th Catalonian Conference on AI: Topics in Artificial Intelligence
On Filtering the Training Prototypes in Nearest Neighbour Classification
CCIA '02 Proceedings of the 5th Catalonian Conference on AI: Topics in Artificial Intelligence
Theoretical Computer Science
Data reduction: feature selection
Handbook of data mining and knowledge discovery
Data reduction: feature aggregation
Handbook of data mining and knowledge discovery
A comparative study for domain ontology guided feature extraction
ACSC '03 Proceedings of the 26th Australasian computer science conference - Volume 16
CSB '02 Proceedings of the IEEE Computer Society Conference on Bioinformatics
Data Mining for Generating Predictive Models of Local Hydrology
Applied Intelligence
Dimensionality Reduction in Automatic Knowledge Acquisition: A Simple Greedy Search Approach
IEEE Transactions on Knowledge and Data Engineering
Applying Noise Handling Techniques to Genomic Data: A Case Study
ICDM '03 Proceedings of the Third IEEE International Conference on Data Mining
Efficiently handling feature redundancy in high-dimensional data
Proceedings of the ninth ACM SIGKDD international conference on Knowledge discovery and data mining
A Compact and Accurate Model for Classification
IEEE Transactions on Knowledge and Data Engineering
A method of investigating a significance of input variables in non-linear high-dimensional systems
Artificial intelligence and security in computing systems
Consistency-based search in feature selection
Artificial Intelligence
Learning Rules for Conceptual Structure on the Web
Journal of Intelligent Information Systems
Information Visualization - Special issue on coordinated and multiple views in exploratory visualization
Semantic video classification and feature subset selection under context and concept uncertainty
Proceedings of the 4th ACM/IEEE-CS joint conference on Digital libraries
A Comprehensive and Automated Approach to Intelligent Business Processes Execution Analysis
Distributed and Parallel Databases
Subspace clustering for high dimensional data: a review
ACM SIGKDD Explorations Newsletter - Special issue on learning from imbalanced datasets
Effective localized regression for damage detection in large complex mechanical structures
Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining
Redundancy based feature selection for microarray data
Proceedings of the tenth ACM SIGKDD international conference on Knowledge discovery and data mining
Active learning for detecting a spectrally variable subject in color infrared imagery
Pattern Recognition Letters - Special issue: Pattern recognition for remote sensing (PRRS 2002)
A selective sampling approach to active feature selection
Artificial Intelligence
Enhanced Perceptual Distance Functions and Indexing for Image Replica Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence
Induction of comprehensible models for gene expression datasets by subgroup discovery methodology
Journal of Biomedical Informatics - Special issue: Biomedical machine learning
Efficient Feature Selection via Analysis of Relevance and Redundancy
The Journal of Machine Learning Research
Toward Integrating Feature Selection Algorithms for Classification and Clustering
IEEE Transactions on Knowledge and Data Engineering
Incorporating contextual information in recommender systems using a multidimensional approach
ACM Transactions on Information Systems (TOIS)
Feature influence for evolutionary learning
GECCO '05 Proceedings of the 7th annual conference on Genetic and evolutionary computation
A texture approach to leukocyte recognition
Real-Time Imaging - Special issue on imaging in bioinformatics: Part III
A rank-by-feature framework for interactive exploration of multidimensional data
Information Visualization
Writer Profiling Using Handwriting Copybook Styles
ICDAR '05 Proceedings of the Eighth International Conference on Document Analysis and Recognition
An Integrated Framework for Visualized and Exploratory Pattern Discovery in Mixed Data
IEEE Transactions on Knowledge and Data Engineering
Artificial Intelligence in Medicine
A Comparative Study of Feature-Salience Ranking Techniques
Neural Computation
From fingerprint to writeprint
Communications of the ACM - Supporting exploratory search
Blocking objectionable web content by leveraging multiple information sources
ACM SIGKDD Explorations Newsletter
Higher order feature selection for text classification
Knowledge and Information Systems
Parallel EDAs to create multivariate calibration models for quantitative chemical applications
Journal of Parallel and Distributed Computing - Special issue on parallel bioinspired algorithms
Journal of Biomedical Informatics
An integrated two-stage model for intelligent information routing
Decision Support Systems
Analysis of new variable selection methods for discriminant analysis
Computational Statistics & Data Analysis
Classification of smoking cessation status with a backpropagation neural network
Journal of Biomedical Informatics
Local Feature Selection with Dynamic Integration of Classifiers
Fundamenta Informaticae - Intelligent Systems
Ensembles of Classifiers Based on Approximate Reducts
Fundamenta Informaticae - Concurrency Specification and Programming (CS&P'2000)
Classification of gene-expression data: The manifold-based metric learning way
Pattern Recognition
Feature selection based on rough sets and particle swarm optimization
Pattern Recognition Letters
Credit scoring with a data mining approach based on support vector machines
Expert Systems with Applications: An International Journal
Feature set decomposition for decision trees
Intelligent Data Analysis
Feature selection for the SVM: An application to hypertension diagnosis
Expert Systems with Applications: An International Journal
Fuzzy clustering in parallel universes
International Journal of Approximate Reasoning
Towards efficient variables ordering for Bayesian networks classifier
Data & Knowledge Engineering
Fuzzy feature selection based on min-max learning rule and extension matrix
Pattern Recognition
Online classification of nonstationary data streams
Intelligent Data Analysis
Adaptive boosting techniques in heterogeneous and spatial databases
Intelligent Data Analysis
Intelligent Data Analysis
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
A correlation-based model for unsupervised feature selection
Proceedings of the sixteenth ACM conference on Conference on information and knowledge management
Expert Systems with Applications: An International Journal
Logic classification and feature selection for biomedical data
Computers & Mathematics with Applications
Consensus unsupervised feature ranking from multiple views
Pattern Recognition Letters
Machine learning methods for microbial source tracking
Environmental Modelling & Software
Effective Gene Selection Method Using Bayesian Discriminant Based Criterion and Genetic Algorithms
Journal of Signal Processing Systems
A parameterless feature ranking algorithm based on MI
Neurocomputing
Computer Methods and Programs in Biomedicine
Efficient online mining of large databases
International Journal of Business Information Systems
AIKED'05 Proceedings of the 4th WSEAS International Conference on Artificial Intelligence, Knowledge Engineering Data Bases
Feature selection algorithms in classification problems: an experimental evaluation
AIKED'05 Proceedings of the 4th WSEAS International Conference on Artificial Intelligence, Knowledge Engineering Data Bases
A new algorithm for term weighting in text summarization process
AIC'06 Proceedings of the 6th WSEAS International Conference on Applied Informatics and Communications
Mining multiple-level fuzzy blocks from multidimensional data
Fuzzy Sets and Systems
The Journal of Machine Learning Research
Feature selection algorithms in classification problems: an experimental evaluation
Optimization Methods & Software - Systems Analysis, Optimization and Data Mining in Biomedicine
Expert Systems with Applications: An International Journal
Fastanova: an efficient algorithm for genome-wide association study
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
Heterogeneous data fusion for alzheimer's disease study
Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
A seller's perspective characterization methodology for online auctions
Proceedings of the 10th international conference on Electronic commerce
Hybrid machine learning to improve predictive performance
ACC'08 Proceedings of the WSEAS International Conference on Applied Computing Conference
Combining Answers of Sub-classifiers in the Bagging-Feature Ensembles
RSEISP '07 Proceedings of the international conference on Rough Sets and Intelligent Systems Paradigms
Predictive Performance of Clustered Feature-Weighting Case-Based Reasoning
ADMA '08 Proceedings of the 4th international conference on Advanced Data Mining and Applications
Mining non-redundant high order correlations in binary data
Proceedings of the VLDB Endowment
REDUS: finding reducible subspaces in high dimensional data
Proceedings of the 17th ACM conference on Information and knowledge management
Information Sciences: an International Journal
A hybrid SOFM-SVR with a filter-based feature selection for stock market forecasting
Expert Systems with Applications: An International Journal
Rough set-based heuristic hybrid recognizer and its application in fault diagnosis
Expert Systems with Applications: An International Journal
Knowledge-based system for text classification using ID6NB algorithm
Knowledge-Based Systems
Recognizing yield patterns through hybrid applications of machine learning techniques
Information Sciences: an International Journal
Design and Evaluation of a Sound Based Water Flow Measurement System
EuroSSC '08 Proceedings of the 3rd European Conference on Smart Sensing and Context
Contextual Ranking of Database Querying Results: A Statistical Approach
EuroSSC '08 Proceedings of the 3rd European Conference on Smart Sensing and Context
A Novel GA-Taguchi-Based Feature Selection Method
IDEAL '08 Proceedings of the 9th International Conference on Intelligent Data Engineering and Automated Learning
Computer Methods and Programs in Biomedicine
Technical data mining with evolutionary radial basis function classifiers
Applied Soft Computing
The Many Facets of Progressive Retrieval for CBIR
PCM '08 Proceedings of the 9th Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
Local Separability Assessment: A Novel Feature Selection Method for Multimedia Applications
PCM '08 Proceedings of the 9th Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
Hierarchical Classifiers for Complex Spatio-temporal Concepts
Transactions on Rough Sets IX
Class dependent feature scaling method using naive Bayes classifier for text datamining
Pattern Recognition Letters
Different metaheuristic strategies to solve the feature selection problem
Pattern Recognition Letters
A recommender system to avoid customer churn: A case study
Expert Systems with Applications: An International Journal
A hybrid evolutionary algorithm for attribute selection in data mining
Expert Systems with Applications: An International Journal
Mining the customer credit using hybrid support vector machine technique
Expert Systems with Applications: An International Journal
The influence of search mechanisms in feature subset selection processes
Intelligent Decision Technologies
Feature Selection Algorithm for Multiple Classifier Systems: A Hybrid Approach
Fundamenta Informaticae - Concurrency Specification and Programming (CS&P)
Optimization in Discovery of Compound Granules
Fundamenta Informaticae - Concurrency Specification and Programming (CS&P)
Employee turnover: a novel prediction solution with effective feature selection
CEA'09 Proceedings of the 3rd WSEAS international conference on Computer engineering and applications
A divide-and-conquer recursive approach for scaling up instance selection algorithms
Data Mining and Knowledge Discovery
Classification of tasks using machine learning
PROMISE '09 Proceedings of the 5th International Conference on Predictor Models in Software Engineering
Feature selection based on loss-margin of nearest neighbor classification
Pattern Recognition
Employee turnover: a novel prediction solution with effective feature selection
WSEAS Transactions on Information Science and Applications
Expert Systems with Applications: An International Journal
Feature shaping for linear SVM classifiers
Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining
On-line motif detection in time series with SwiftMotif
Pattern Recognition
Proceedings of the 2008 conference on Applications of Data Mining in E-Business and Finance
Feature Subset Selection for Supervised Learning using Fractal Dimension
Proceedings of the 2005 conference on Advances in Logic Based Intelligent Systems: Selected Papers of LAPTEC 2005
Multi-instance clustering with applications to multi-instance prediction
Applied Intelligence
Location determination of mobile devices for an indoor WLAN application using a neural network
Knowledge and Information Systems
Evolving stochastic processes using feature tests and genetic programming
Proceedings of the 11th Annual conference on Genetic and evolutionary computation
Unsupervised feature weighting with multi niche crowding genetic algorithms
Proceedings of the 11th Annual conference on Genetic and evolutionary computation
A Cluster-Based Feature Selection Approach
HAIS '09 Proceedings of the 4th International Conference on Hybrid Artificial Intelligence Systems
Naïve possibilistic network classifiers
Fuzzy Sets and Systems
Efficient algorithms for genome-wide association study
ACM Transactions on Knowledge Discovery from Data (TKDD)
Neural logic network learning using genetic programming
IJCAI'01 Proceedings of the 17th international joint conference on Artificial intelligence - Volume 2
Computational Statistics & Data Analysis
IEEE Transactions on Neural Networks
A probabilistic estimation framework for predictive modeling analytics
IBM Systems Journal
Knowledge and Information Systems
Two cooperative ant colonies for feature selection using fuzzy models
Expert Systems with Applications: An International Journal
A rough set approach to feature selection based on ant colony optimization
Pattern Recognition Letters
Feature selection with biased sample distributions
IRI'09 Proceedings of the 10th IEEE international conference on Information Reuse & Integration
IRI'09 Proceedings of the 10th IEEE international conference on Information Reuse & Integration
Fuzzy Sets and Rough Sets for Scenario Modelling and Analysis
RSFDGrC '09 Proceedings of the 12th International Conference on Rough Sets, Fuzzy Sets, Data Mining and Granular Computing
Logic based methods for SNPs tagging and reconstruction
Computers and Operations Research
A novel feature selection approach for biomedical data classification
Journal of Biomedical Informatics
Information theoretic feature extraction for audio-visual speech recognition
IEEE Transactions on Signal Processing
Are more features better? a response to attributes reduction using fuzzy rough sets
IEEE Transactions on Fuzzy Systems
Selecting discrete and continuous features based on neighborhood decision error minimization
IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
ETFA'09 Proceedings of the 14th IEEE international conference on Emerging technologies & factory automation
An MLP-based feature subset selection for HIV-1 protease cleavage site analysis
Artificial Intelligence in Medicine
Expert Systems with Applications: An International Journal
Combination of feature selection approaches with SVM in credit scoring
Expert Systems with Applications: An International Journal
Ultrahigh Dimensional Feature Selection: Beyond The Linear Model
The Journal of Machine Learning Research
Using biclustering for automatic attribute selection to enhance global visualization
VIEW'06 Proceedings of the 1st first visual information expert conference on Pixelization paradigm
An evaluation of the usefulness of case-based explanation
ICCBR'03 Proceedings of the 5th international conference on Case-based reasoning: Research and Development
Active feature selection using classes
PAKDD'03 Proceedings of the 7th Pacific-Asia conference on Advances in knowledge discovery and data mining
Supportive utility of irrelevant features in data preprocessing
PAKDD'07 Proceedings of the 11th Pacific-Asia conference on Advances in knowledge discovery and data mining
Evolutionary optimisation of RBF network architectures in a direct marketing application
ICANN/ICONIP'03 Proceedings of the 2003 joint international conference on Artificial neural networks and neural information processing
A statistical-genetic algorithm to select the most significant features in mammograms
CAIP'07 Proceedings of the 12th international conference on Computer analysis of images and patterns
Artificial Intelligence in Medicine
TSD'07 Proceedings of the 10th international conference on Text, speech and dialogue
Testing component independence using data compressors
ICANN'07 Proceedings of the 17th international conference on Artificial neural networks
A novel hybrid Taguchi-Grey-based method for feature subset selection
CIARP'07 Proceedings of the Congress on pattern recognition 12th Iberoamerican conference on Progress in pattern recognition, image analysis and applications
NOLISP'07 Proceedings of the 2007 international conference on Advances in nonlinear speech processing
Evaluating accuracies of a trading rule mining method based on temporal pattern extraction
MCD'07 Proceedings of the 3rd ECML/PKDD international conference on Mining complex data
Data mining application on crash simulation data of occupant restraint system
Expert Systems with Applications: An International Journal
Association rule mining: models and algorithms
Association rule mining: models and algorithms
A novel algorithm based on conditional entropy established by clustering for feature selection
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 1
A novel attribute reduction algorithm of decomposition based on rough sets
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 4
Feature selection for SVM via optimization of kernel polarization with Gaussian ARD kernels
Expert Systems with Applications: An International Journal
Fuzzy rough set and information entropy based feature selection for credit scoring
FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 6
Fuzzy-rough approaches for mammographic risk analysis
Intelligent Data Analysis - Knowledge Discovery in Bioinformatics
PeerWatch: a fault detection and diagnosis tool for virtualized consolidation systems
Proceedings of the 7th international conference on Autonomic computing
Selecting relevant visual features for speechreading
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
A contextual data mining approach toward assisting the treatment of anxiety disorders
IEEE Transactions on Information Technology in Biomedicine - Special section on new and emerging technologies in bioinformatics and bioengineering
Automated debugging of SLO violations in enterprise systems
COMSNETS'10 Proceedings of the 2nd international conference on COMmunication systems and NETworks
Two novel feature selection methods based on decomposition and composition
Expert Systems with Applications: An International Journal
Hybrid prediction model for Type-2 diabetic patients
Expert Systems with Applications: An International Journal
Layered architecture for real time sign recognition: Hand gesture and movement
Engineering Applications of Artificial Intelligence
Soft fuzzy rough sets for robust feature evaluation and selection
Information Sciences: an International Journal
Implementing a data mining solution for enhancing carpet manufacturing productivity
Knowledge-Based Systems
A hybrid prediction model with F-score feature selection for type II Diabetes databases
Proceedings of the 1st Amrita ACM-W Celebration on Women in Computing in India
Selecting useful features for personal credit risk analysis
International Journal of Business Information Systems
Active learning in parallel universes
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
Relational feature engineering of natural language processing
CIKM '10 Proceedings of the 19th ACM international conference on Information and knowledge management
Proceedings of the eighteenth ACM SIGSOFT international symposium on Foundations of software engineering
A Sparse Learning Machine for High-Dimensional Data with Application to Microarray Gene Analysis
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Applying electromagnetism-like mechanism for feature selection
Information Sciences: an International Journal
A unifying criterion for unsupervised clustering and feature selection
Pattern Recognition
A rough set approach to feature selection based on power set tree
Knowledge-Based Systems
A novel approach to improving C-Tree for feature selection
Applied Soft Computing
Pattern Recognition Letters
Improving dynamic facial expression recognition with feature subset selection
Pattern Recognition Letters
Time space tradeoffs in GA based feature selection for workload characterization
IEA/AIE'10 Proceedings of the 23rd international conference on Industrial engineering and other applications of applied intelligent systems - Volume Part II
Parallel distributed implementation of genetics-based machine learning for fuzzy classifier design
SEAL'10 Proceedings of the 8th international conference on Simulated evolution and learning
ACACOS'11 Proceedings of the 10th WSEAS international conference on Applied computer and applied computational science
Facilitating efficient Mars terrain image classification with fuzzy-rough feature selection
International Journal of Hybrid Intelligent Systems - Rough and Fuzzy Methods for Data Mining
Data mining: as an imperative tool for discovering knowledge
CIMMACS'07 Proceedings of the 6th WSEAS international conference on Computational intelligence, man-machine systems and cybernetics
Class description using partial coverage of subspaces
Expert Systems with Applications: An International Journal
Gene selection and classification using Taguchi chaotic binary particle swarm optimization
Expert Systems with Applications: An International Journal
Comparative evaluation of set-level techniques in microarray classification
ISBRA'11 Proceedings of the 7th international conference on Bioinformatics research and applications
An efficient statistical feature selection approach for classification of gene expression data
Journal of Biomedical Informatics
Effective feature set construction for SVM-based hot method prediction and optimisation
International Journal of Computational Science and Engineering
Group Profiling for Understanding Social Structures
ACM Transactions on Intelligent Systems and Technology (TIST)
Feature subset selection wrapper based on mutual information and rough sets
Expert Systems with Applications: An International Journal
Study of SOM-based intelligent multi-controller for real-time scheduling
Applied Soft Computing
Data mining algorithms and techniques research in CRM systems
MAMECTIS/NOLASC/CONTROL/WAMUS'11 Proceedings of the 13th WSEAS international conference on mathematical methods, computational techniques and intelligent systems, and 10th WSEAS international conference on non-linear analysis, non-linear systems and chaos, and 7th WSEAS international conference on dynamical systems and control, and 11th WSEAS international conference on Wavelet analysis and multirate systems: recent researches in computational techniques, non-linear systems and control
A rough set approach to feature selection based on relative decision entropy
RSKT'11 Proceedings of the 6th international conference on Rough sets and knowledge technology
Robust feature selection by mutual information distributions
UAI'02 Proceedings of the Eighteenth conference on Uncertainty in artificial intelligence
Survey and taxonomy of feature selection algorithms in intrusion detection system
Inscrypt'06 Proceedings of the Second SKLOIS conference on Information Security and Cryptology
Develop multi-hierarchy classification model: rough set based feature decomposition method
ICAPR'05 Proceedings of the Third international conference on Advances in Pattern Recognition - Volume Part I
An excellent feature selection model using gradient-based and point injection techniques
ICONIP'06 Proceedings of the 13th international conference on Neural Information Processing - Volume Part II
Constructive meta-level feature selection method based on method repositories
PAKDD'06 Proceedings of the 10th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining
Using concept taxonomies for effective tree induction
CIS'05 Proceedings of the 2005 international conference on Computational Intelligence and Security - Volume Part II
GA SVM wrapper ensemble for keystroke dynamics authentication
ICB'06 Proceedings of the 2006 international conference on Advances in Biometrics
Fuzzy criteria for feature selection
Fuzzy Sets and Systems
A fractal dimension based filter algorithm to select features for supervised learning
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
Effective feature preprocessing for time series forecasting
ADMA'06 Proceedings of the Second international conference on Advanced Data Mining and Applications
International Journal of Bio-Inspired Computation
Feature selection by ordered rough set based feature weighting
DEXA'05 Proceedings of the 16th international conference on Database and Expert Systems Applications
Rough set and scatter search metaheuristic based feature selection for credit scoring
Expert Systems with Applications: An International Journal
JSAI'05 Proceedings of the 2005 international conference on New Frontiers in Artificial Intelligence
Feature selection method using preferences aggregation
MLDM'05 Proceedings of the 4th international conference on Machine Learning and Data Mining in Pattern Recognition
The application of adaptive partitioned random search in feature selection problem
ADMA'05 Proceedings of the First international conference on Advanced Data Mining and Applications
Bitmap index-based decision trees
ISMIS'05 Proceedings of the 15th international conference on Foundations of Intelligent Systems
Visual interactive evolutionary algorithm for high dimensional data clustering and outlier detection
PAKDD'05 Proceedings of the 9th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining
Analysis of feature rankings for classification
IDA'05 Proceedings of the 6th international conference on Advances in Intelligent Data Analysis
Relevancy in constraint-based subgroup discovery
Proceedings of the 2004 European conference on Constraint-Based Mining and Inductive Databases
AI'04 Proceedings of the 17th Australian joint conference on Advances in Artificial Intelligence
TSD'06 Proceedings of the 9th international conference on Text, Speech and Dialogue
Selection of weights for sequential feed-forward neural networks: an experimental study
IWANN'05 Proceedings of the 8th international conference on Artificial Neural Networks: computational Intelligence and Bioinspired Systems
An approach to reduce the cost of evaluation in evolutionary learning
IWANN'05 Proceedings of the 8th international conference on Artificial Neural Networks: computational Intelligence and Bioinspired Systems
Computers in Biology and Medicine
Time complexity of decision trees
Transactions on Rough Sets III
Approximate boolean reasoning: foundations and applications in data mining
Transactions on Rough Sets V
Computers and Industrial Engineering
Daily living activity recognition based on statistical feature quality group selection
Expert Systems with Applications: An International Journal
Identifying a small set of marker genes using minimum expected cost of misclassification
Artificial Intelligence in Medicine
ICCBR'10 Proceedings of the 18th international conference on Case-Based Reasoning Research and Development
A minority class feature selection method
CIARP'11 Proceedings of the 16th Iberoamerican Congress conference on Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications
Enabling decision tree classification in database systems through pre-computation
BNCOD'10 Proceedings of the 27th British national conference on Data Security and Security Data
An unsupervised feature selection framework based on clustering
PAKDD'11 Proceedings of the 15th international conference on New Frontiers in Applied Data Mining
Comparing the dimensionality reduction methods in gene expression databases
Expert Systems with Applications: An International Journal
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
Data mining techniques for cancer detection using serum proteomic profiling
Artificial Intelligence in Medicine
A novel algorithm applied to classify unbalanced data
Applied Soft Computing
SpaGRID: a spatial grid framework for high dimensional medical databases
HAIS'12 Proceedings of the 7th international conference on Hybrid Artificial Intelligent Systems - Volume Part I
Detecting difference of usage of terms as difference of structure
Cognitive Systems Research
Evolutionary feature selection via structure retention
Expert Systems with Applications: An International Journal
Efficient feature selection filters for high-dimensional data
Pattern Recognition Letters
Genetic algorithm combined with support vector machine for building an intrusion detection system
Proceedings of the International Conference on Advances in Computing, Communications and Informatics
Feature Selection Algorithm for Multiple Classifier Systems: A Hybrid Approach
Fundamenta Informaticae - Concurrency Specification and Programming (CS&P)
Optimization in Discovery of Compound Granules
Fundamenta Informaticae - Concurrency Specification and Programming (CS&P)
Local Feature Selection with Dynamic Integration of Classifiers
Fundamenta Informaticae - Intelligent Systems
Ensembles of Classifiers Based on Approximate Reducts
Fundamenta Informaticae - Concurrency Specification and Programming (CS&P'2000)
Extracting performance rules of suppliers in the manufacturing industry: an empirical study
Journal of Intelligent Manufacturing
International Journal of Innovative Computing and Applications
An evolutionary approach for high dimensional attribute selection
International Journal of Intelligent Information and Database Systems
The CASH algorithm-cost-sensitive attribute selection using histograms
Information Sciences: an International Journal
Feature subset selection using separability index matrix
Information Sciences: an International Journal
Detection of CAN by ensemble classifiers based on ripple down rules
PKAW'12 Proceedings of the 12th Pacific Rim conference on Knowledge Management and Acquisition for Intelligent Systems
Massively parallel feature selection: an approach based on variance preservation
ECML PKDD'12 Proceedings of the 2012 European conference on Machine Learning and Knowledge Discovery in Databases - Volume Part I
A scalable approach to simultaneous evolutionary instance and feature selection
Information Sciences: an International Journal
Weighted Association Rule Mining for Video Semantic Detection
International Journal of Multimedia Data Engineering & Management
Dimensions as Virtual Items: Improving the predictive ability of top-N recommender systems
Information Processing and Management: an International Journal
Bi-objective feature selection for discriminant analysis in two-class classification
Knowledge-Based Systems
Human action recognition optimization based on evolutionary feature subset selection
Proceedings of the 15th annual conference on Genetic and evolutionary computation
Optimal joint selection for skeletal data from RGB-D devices using a genetic algorithm
MICAI'12 Proceedings of the 11th Mexican international conference on Advances in Computational Intelligence - Volume Part II
Missing data in medical databases: Impute, delete or classify?
Artificial Intelligence in Medicine
Stacked ensemble coupled with feature selection for biomedical entity extraction
Knowledge-Based Systems
SoCo: a social network aided context-aware recommender system
Proceedings of the 22nd international conference on World Wide Web
Robust image annotation via simultaneous feature and sample outlier pursuit
ACM Transactions on Multimedia Computing, Communications, and Applications (TOMCCAP)
Using classification algorithms for predicting durum wheat yield in the province of Buenos Aires
Computers and Electronics in Agriculture
Evolutionary joint selection to improve human action recognition with RGB-D devices
Expert Systems with Applications: An International Journal
Feature selection filter for classification of power system operating states
Computers & Mathematics with Applications
An improved boosting based on feature selection for corporate bankruptcy prediction
Expert Systems with Applications: An International Journal
Feature ranking fusion for text classifier
Intelligent Data Analysis
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From the Publisher:With advanced computer technologies and their omnipresent usage, data accumulates in a speed unmatchable by the human's capacity to process data. To meet this growing challenge, the research community of knowledge discovery from databases emerged. The key issue studied by this community is, in layman's terms, to make advantageous use of large stores of data. In order to make raw data useful, it is necessary to represent, process, and extract knowledge for various applications. Feature Selection for Knowledge Discovery and Data Mining offers an overview of the methods developed since the 1970's and provides a general framework in order to examine these methods and categorize them. This book employs simple examples to show the essence of representative feature selection methods and compares them using data sets with combinations of intrinsic properties according to the objective of feature selection. In addition, the book suggests guidelines for how to use different methods under various circumstances and points out new challenges in this exciting area of research. Feature Selection for Knowledge Discovery and Data Mining is intended to be used by researchers in machine learning, data mining, knowledge discovery, and databases as a toolbox of relevant tools that help in solving large real-world problems. This book is also intended to serve as a reference book or secondary text for courses on machine learning, data mining, and databases.