Near Sets. Special Theory about Nearness of Objects
Fundamenta Informaticae - New Frontiers in Scientific Discovery - Commemorating the Life and Work of Zdzislaw Pawlak
The Journal of Machine Learning Research
Competitive baseline methods set new standards for the NIPS 2003 feature selection benchmark
Pattern Recognition Letters
Ensemble learning for free with evolutionary algorithms?
Proceedings of the 9th annual conference on Genetic and evolutionary computation
Variable selection for wind power prediction using particle swarm optimization
Proceedings of the 9th annual conference on Genetic and evolutionary computation
Automatic feature extraction for autonomous general game playing agents
Proceedings of the 6th international joint conference on Autonomous agents and multiagent systems
Genetic algorithm-based feature set partitioning for classification problems
Pattern Recognition
Genetic algorithm-based feature set partitioning for classification problems
Pattern Recognition
Dynamic data mining technique for rules extraction in a process of battery charging
Applied Soft Computing
The feature extraction procedure for pattern recognition with learning using genetic algorithm
SMO'07 Proceedings of the 7th WSEAS International Conference on Simulation, Modelling and Optimization
An Information Criterion for Variable Selection in Support Vector Machines
The Journal of Machine Learning Research
Can data transformation help in the detection of fault-prone modules?
DEFECTS '08 Proceedings of the 2008 workshop on Defects in large software systems
Liknon Feature Selection for Microarrays
WILF '07 Proceedings of the 7th international workshop on Fuzzy Logic and Applications: Applications of Fuzzy Sets Theory
Feature Selection Based on Sensitivity Analysis
Current Topics in Artificial Intelligence
A Kolmogorov-Smirnov Correlation-Based Filter for Microarray Data
Neural Information Processing
Discriminatory Data Mapping by Matrix-Based Supervised Learning Metrics
ANNPR '08 Proceedings of the 3rd IAPR workshop on Artificial Neural Networks in Pattern Recognition
Meta-learning with Machine Generators and Complexity Controlled Exploration
ICAISC '08 Proceedings of the 9th international conference on Artificial Intelligence and Soft Computing
ICAISC '08 Proceedings of the 9th international conference on Artificial Intelligence and Soft Computing
ICAISC '08 Proceedings of the 9th international conference on Artificial Intelligence and Soft Computing
Optimization of Feature Processing Chain in Music Classification by Evolution Strategies
Proceedings of the 10th international conference on Parallel Problem Solving from Nature: PPSN X
Learning and Generalization with the Information Bottleneck
ALT '08 Proceedings of the 19th international conference on Algorithmic Learning Theory
Exploring the boundary region of tolerance rough sets for feature selection
Pattern Recognition
Hierarchical Classifiers for Complex Spatio-temporal Concepts
Transactions on Rough Sets IX
Optimization in Discovery of Compound Granules
Fundamenta Informaticae - Concurrency Specification and Programming (CS&P)
ECIR '09 Proceedings of the 31th European Conference on IR Research on Advances in Information Retrieval
Feature selection based on loss-margin of nearest neighbor classification
Pattern Recognition
A Wrapper Method for Feature Selection in Multiple Classes Datasets
IWANN '09 Proceedings of the 10th International Work-Conference on Artificial Neural Networks: Part I: Bio-Inspired Systems: Computational and Ambient Intelligence
Matrix Metric Adaptation Linear Discriminant Analysis of Biomedical Data
IWANN '09 Proceedings of the 10th International Work-Conference on Artificial Neural Networks: Part I: Bio-Inspired Systems: Computational and Ambient Intelligence
Active Grading Ensembles for Learning Visual Quality Control from Multiple Humans
MCS '09 Proceedings of the 8th International Workshop on Multiple Classifier Systems
Computational Intelligence Methods for Bioinformatics and Biostatistics
Steganalysis by subtractive pixel adjacency matrix
Proceedings of the 11th ACM workshop on Multimedia and security
A Mutual Information Approach to Data Integration for Alzheimer's Disease Patients
AIME '09 Proceedings of the 12th Conference on Artificial Intelligence in Medicine: Artificial Intelligence in Medicine
Learning with Few Examples by Transferring Feature Relevance
Proceedings of the 31st DAGM Symposium on Pattern Recognition
SATzilla: portfolio-based algorithm selection for SAT
Journal of Artificial Intelligence Research
Explanation-based feature construction
IJCAI'07 Proceedings of the 20th international joint conference on Artifical intelligence
ASE '08 Proceedings of the 2008 23rd IEEE/ACM International Conference on Automated Software Engineering
Bridging parallel and reconfigurable computing with multilevel PGAS and SHMEM+
Proceedings of the Third International Workshop on High-Performance Reconfigurable Computing Technology and Applications
Feature selection for aiding glass forensic evidence analysis
Intelligent Data Analysis
Paraphrase recognition using machine learning to combine similarity measures
ACLstudent '09 Proceedings of the ACL-IJCNLP 2009 Student Research Workshop
CEC'09 Proceedings of the Eleventh conference on Congress on Evolutionary Computation
Combining Feature Selection and Local Modelling in the KDD Cup 99 Dataset
ICANN '09 Proceedings of the 19th International Conference on Artificial Neural Networks: Part I
Multiple Kernel Learning of Environmental Data. Case Study: Analysis and Mapping of Wind Fields
ICANN '09 Proceedings of the 19th International Conference on Artificial Neural Networks: Part II
ICONIP '09 Proceedings of the 16th International Conference on Neural Information Processing: Part II
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks
Ultrahigh Dimensional Feature Selection: Beyond The Linear Model
The Journal of Machine Learning Research
Model Selection: Beyond the Bayesian/Frequentist Divide
The Journal of Machine Learning Research
The Journal of Machine Learning Research
The Journal of Machine Learning Research
Near sets: toward approximation space-based object recognition
RSKT'07 Proceedings of the 2nd international conference on Rough sets and knowledge technology
Filter methods for feature selection: a comparative study
IDEAL'07 Proceedings of the 8th international conference on Intelligent data engineering and automated learning
An efficient search strategy for feature selection using Chow-Liu trees
ICANN'07 Proceedings of the 17th international conference on Artificial neural networks
Feature selection: near set approach
MCD'07 Proceedings of the 3rd ECML/PKDD international conference on Mining complex data
The importance of dilution in the inference of biological networks
Allerton'09 Proceedings of the 47th annual Allerton conference on Communication, control, and computing
Minimising the delta test for variable selection in regression problems
International Journal of High Performance Systems Architecture
ICONIP'08 Proceedings of the 15th international conference on Advances in neuro-information processing - Volume Part I
ICANNGA'09 Proceedings of the 9th international conference on Adaptive and natural computing algorithms
Accurate prediction of financial distress of companies with machine learning algorithms
ICANNGA'09 Proceedings of the 9th international conference on Adaptive and natural computing algorithms
Recent advances in remote sensing image processing
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
SparseFIS: data-driven learning of fuzzy systems with sparsity constraints
IEEE Transactions on Fuzzy Systems
Generalized re-weighting local sampling mean discriminant analysis
Pattern Recognition
Learning to rank with (a lot of) word features
Information Retrieval
Novel maximum-margin training algorithms for supervised neural networks
IEEE Transactions on Neural Networks
Symbiosis, complexification and simplicity under GP
Proceedings of the 12th annual conference on Genetic and evolutionary computation
An integrated machine learning approach to stroke prediction
Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining
Feature selection for support vector regression using probabilistic prediction
Proceedings of the 16th ACM SIGKDD international conference on Knowledge discovery and data mining
Text relatedness based on a word thesaurus
Journal of Artificial Intelligence Research
Journal of Biomedical Imaging - Special issue on mathematical methods for images and surfaces
PerMIS '09 Proceedings of the 9th Workshop on Performance Metrics for Intelligent Systems
Tournament searching method to feature selection problem
ICAISC'10 Proceedings of the 10th international conference on Artifical intelligence and soft computing: Part II
RSCTC'10 Proceedings of the 7th international conference on Rough sets and current trends in computing
Using computational intelligence to develop intelligent clinical decision support systems
CIBB'09 Proceedings of the 6th international conference on Computational intelligence methods for bioinformatics and biostatistics
The orange customer analysis platform
ICDM'10 Proceedings of the 10th industrial conference on Advances in data mining: applications and theoretical aspects
Feature set reduction by evolutionary selection and construction
KES-AMSTA'10 Proceedings of the 4th KES international conference on Agent and multi-agent systems: technologies and applications, Part II
Adaptive particle swarm optimizer for feature selection
IDEAL'10 Proceedings of the 11th international conference on Intelligent data engineering and automated learning
A comparison of feature-selection methods for intrusion detection
MMM-ACNS'10 Proceedings of the 5th international conference on Mathematical methods, models and architectures for computer network security
Almost random projection machine with margin maximization and kernel features
ICANN'10 Proceedings of the 20th international conference on Artificial neural networks: Part II
On-line incremental feature weighting in evolving fuzzy classifiers
Fuzzy Sets and Systems
ICAISC'10 Proceedings of the 10th international conference on Artificial intelligence and soft computing: Part I
Task management in advanced computational intelligence system
ICAISC'10 Proceedings of the 10th international conference on Artificial intelligence and soft computing: Part I
Infosel++: information based feature selection C++ library
ICAISC'10 Proceedings of the 10th international conference on Artificial intelligence and soft computing: Part I
Multi-agent learning by distributed feature extraction
ALAMAS'05/ALAMAS'06/ALAMAS'07 Proceedings of the 5th , 6th and 7th European conference on Adaptive and learning agents and multi-agent systems: adaptation and multi-agent learning
Design time body bias selection for parametric yield improvement
Proceedings of the 2010 Asia and South Pacific Design Automation Conference
EURASIP Journal on Advances in Signal Processing - Special title on vehicular ad hoc networks
Using high-dimensional image models to perform highly undetectable steganography
IH'10 Proceedings of the 12th international conference on Information hiding
Multi-objective evolutionary algorithms for feature selection: application in bankruptcy prediction
SEAL'10 Proceedings of the 8th international conference on Simulated evolution and learning
Pattern recognition in wireless sensor networks in presence of sensor failures
NNECFSIC'12 Proceedings of the 12th WSEAS international conference on Neural networks, fuzzy systems, evolutionary computing & automation
Distributed denial of service attack detection using an ensemble of neural classifier
Computer Communications
Combining functional networks and sensitivity analysis as wrapper method for feature selection
Expert Systems with Applications: An International Journal
SHMEM+: A multilevel-PGAS programming model for reconfigurable supercomputing
ACM Transactions on Reconfigurable Technology and Systems (TRETS)
Multi-objective feature selection in music genre and style recognition tasks
Proceedings of the 13th annual conference on Genetic and evolutionary computation
Multi-objective genetic programming for visual analytics
EuroGP'11 Proceedings of the 14th European conference on Genetic programming
Performance modeling for multilevel communication in SHMEM+
Proceedings of the Fourth Conference on Partitioned Global Address Space Programming Model
Super-Linear Convergence of Dual Augmented Lagrangian Algorithm for Sparsity Regularized Estimation
The Journal of Machine Learning Research
Unsupervised joint feature discretization and selection
IbPRIA'11 Proceedings of the 5th Iberian conference on Pattern recognition and image analysis
Application of the generic feature selection measure in detection of web attacks
CISIS'11 Proceedings of the 4th international conference on Computational intelligence in security for information systems
Compression and learning in linear regression
ISMIS'11 Proceedings of the 19th international conference on Foundations of intelligent systems
An ensemble of filters and classifiers for microarray data classification
Pattern Recognition
Feature selection stability assessment based on the Jensen-Shannon divergence
ECML PKDD'11 Proceedings of the 2011 European conference on Machine learning and knowledge discovery in databases - Volume Part I
Sequential classifier combination for pattern recognition in wireless sensor networks
MCS'11 Proceedings of the 10th international conference on Multiple classifier systems
Feature selection for interpatient supervised heart beat classification
Computational Intelligence and Neuroscience - Special issue on Selected Papers from the 4th International Conference on Bioinspired Systems and Cognitive Signal Processing
SVM based MLP neural network algorithm and application in intrusion detection
AICI'11 Proceedings of the Third international conference on Artificial intelligence and computational intelligence - Volume Part III
Mutual information criteria for feature selection
SIMBAD'11 Proceedings of the First international conference on Similarity-based pattern recognition
Applications of approximate reducts to the feature selection problem
RSKT'11 Proceedings of the 6th international conference on Rough sets and knowledge technology
Information Sciences: an International Journal
Scalability analysis of ANN training algorithms with feature selection
CAEPIA'11 Proceedings of the 14th international conference on Advances in artificial intelligence: spanish association for artificial intelligence
Ensemble logistic regression for feature selection
PRIB'11 Proceedings of the 6th IAPR international conference on Pattern recognition in bioinformatics
On predictive modeling for optimizing transaction execution in parallel OLTP systems
Proceedings of the VLDB Endowment
Driven forward features selection: a comparative study on neural networks
ICONIP'06 Proceedings of the 13th international conference on Neural Information Processing - Volume Part II
Fuzzy criteria for feature selection
Fuzzy Sets and Systems
Test-retest reliability and feature selection in physiological time series classification
Computer Methods and Programs in Biomedicine
The bayes-optimal feature extraction procedure for pattern recognition using genetic algorithm
ICANN'06 Proceedings of the 16th international conference on Artificial Neural Networks - Volume Part I
Memetic feature selection: benchmarking hybridization schemata
HAIS'10 Proceedings of the 5th international conference on Hybrid Artificial Intelligence Systems - Volume Part I
Symbiotic coevolutionary genetic programming: a benchmarking study under large attribute spaces
Genetic Programming and Evolvable Machines
The optimal feature extraction procedure for statistical pattern recognition
ICCSA'06 Proceedings of the 2006 international conference on Computational Science and Its Applications - Volume Part III
MCS'10 Proceedings of the 9th international conference on Multiple Classifier Systems
Embedded feature selection for support vector machines: state-of-the-art and future challenges
CIARP'11 Proceedings of the 16th Iberoamerican Congress conference on Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications
Iris recognition in non-ideal imaging conditions
Pattern Recognition Letters
Position Paper: A general framework for Dynamic Emulation Modelling in environmental problems
Environmental Modelling & Software
Identifying feature relevance using a random forest
SLSFS'05 Proceedings of the 2005 international conference on Subspace, Latent Structure and Feature Selection
The Journal of Machine Learning Research
Guided rule discovery in XCS for high-dimensional classification problems
AI'11 Proceedings of the 24th international conference on Advances in Artificial Intelligence
Mutual Information Optimization for Mass Spectra Data Alignment
IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)
Feature selection for MAUC-oriented classification systems
Neurocomputing
An overview of the use of neural networks for data mining tasks
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery
An unsupervised approach to feature discretization and selection
Pattern Recognition
Unsupervised generation of data mining features from linked open data
Proceedings of the 2nd International Conference on Web Intelligence, Mining and Semantics
Automatic foldering of email messages: a combination approach
ECIR'12 Proceedings of the 34th European conference on Advances in Information Retrieval
Understanding zooplankton long term variability through genetic programming
EvoBIO'12 Proceedings of the 10th European conference on Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics
Automatic analysis of trabecular bone structure from knee MRI
Computers in Biology and Medicine
Does feature matter: anomaly detection in sensor networks
Proceedings of the 6th International Conference on Body Area Networks
Impact of neuron models and network structure on evolving modular robot neural network controllers
Proceedings of the 14th annual conference on Genetic and evolutionary computation
Acute leukemia classification by ensemble particle swarm model selection
Artificial Intelligence in Medicine
An integrated data mining approach to real-time clinical monitoring and deterioration warning
Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining
Efficient feature selection filters for high-dimensional data
Pattern Recognition Letters
Towards integrative causal analysis of heterogeneous data sets and studies
The Journal of Machine Learning Research
Generating possible interpretations for statistics from linked open data
ESWC'12 Proceedings of the 9th international conference on The Semantic Web: research and applications
A general lp-norm support vector machine via mixed 0-1 programming
MLDM'12 Proceedings of the 8th international conference on Machine Learning and Data Mining in Pattern Recognition
Multi-valued approach to near set theory
Transactions on Rough Sets XV
Optimization in Discovery of Compound Granules
Fundamenta Informaticae - Concurrency Specification and Programming (CS&P)
Near Sets. Special Theory about Nearness of Objects
Fundamenta Informaticae - New Frontiers in Scientific Discovery - Commemorating the Life and Work of Zdzislaw Pawlak
Memetic three-dimensional gabor feature extraction for hyperspectral imagery classification
ICSI'12 Proceedings of the Third international conference on Advances in Swarm Intelligence - Volume Part I
A general approach for adaptive kernels in semi-supervised clustering
IDEAL'12 Proceedings of the 13th international conference on Intelligent Data Engineering and Automated Learning
Empirical models based on features ranking techniques for corporate financial distress prediction
Computers & Mathematics with Applications
Feature selection on node statistics based embedding of graphs
Pattern Recognition Letters
Feature selection for enhanced spectral shape comparison
EG 3DOR'10 Proceedings of the 3rd Eurographics conference on 3D Object Retrieval
Feature ranking methods used for selection of prototypes
ICANN'12 Proceedings of the 22nd international conference on Artificial Neural Networks and Machine Learning - Volume Part II
CMS'12 Proceedings of the 13th IFIP TC 6/TC 11 international conference on Communications and Multimedia Security
Improving Effectiveness of Intrusion Detection by Correlation Feature Selection
International Journal of Mobile Computing and Multimedia Communications
Cartogram visualization for nonlinear manifold learning models
Data Mining and Knowledge Discovery
Algorithms for discovery of multiple Markov boundaries
The Journal of Machine Learning Research
Analysis of pattern recognition and dimensionality reduction techniques for odor biometrics
Knowledge-Based Systems
A new gene selection method for microarray data based on PSO and informativeness metric
ICIC'13 Proceedings of the 9th international conference on Intelligent Computing Theories and Technology
Feature selection in enterprise analytics: a demonstration using an R-based data analytics system
Proceedings of the VLDB Endowment
Feature selection with test cost constraint
International Journal of Approximate Reasoning
Algorithm runtime prediction: Methods & evaluation
Artificial Intelligence
A wrapper approach for feature selection based on Bat Algorithm and Optimum-Path Forest
Expert Systems with Applications: An International Journal
An approach to dimensionality reduction in time series
Information Sciences: an International Journal
Alleviating naive Bayes attribute independence assumption by attribute weighting
The Journal of Machine Learning Research
IDS false alarm reduction using an instance selection KNN-memetic algorithm
International Journal of Metaheuristics
Lazy attribute selection: Choosing attributes at classification time
Intelligent Data Analysis
Intelligent Data Analysis - Combined Learning Methods and Mining Complex Data
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