Feature selection in unsupervised learning via evolutionary search

Unsupervised Feature Selection Using Multi-Objective Genetic Algorithms for Handwritten Word Recognition

ICDAR '03 Proceedings of the Seventh International Conference on Document Analysis and Recognition - Volume 2

Coordinating computational and visual approaches for interactive feature selection and multivariate clustering

Information Visualization - Special issue on coordinated and multiple views in exploratory visualization

Subspace clustering for high dimensional data: a review

ACM SIGKDD Explorations Newsletter - Special issue on learning from imbalanced datasets

Genetic programming in classifying large-scale data: an ensemble method

Information Sciences: an International Journal - Special issue: Soft computing data mining

Simultaneous Feature Selection and Clustering Using Mixture Models

IEEE Transactions on Pattern Analysis and Machine Intelligence

A selective sampling approach to active feature selection

Artificial Intelligence

Efficient Feature Selection via Analysis of Relevance and Redundancy

The Journal of Machine Learning Research

A critical review of multi-objective optimization in data mining: a position paper

ACM SIGKDD Explorations Newsletter

Toward Integrating Feature Selection Algorithms for Classification and Clustering

IEEE Transactions on Knowledge and Data Engineering

Efficient Genetic Algorithm Based Data Mining Using Feature Selection with Hausdorff Distance

Information Technology and Management

Content-based image retrieval: approaches and trends of the new age

Proceedings of the 7th ACM SIGMM international workshop on Multimedia information retrieval

Optimization-based feature selection with adaptive instance sampling

Computers and Operations Research

Information preserving multi-objective feature selection for unsupervised learning

Proceedings of the 8th annual conference on Genetic and evolutionary computation

Discovering Expressive Process Models by Clustering Log Traces

IEEE Transactions on Knowledge and Data Engineering

Multi-sensor fusion: an Evolutionary algorithm approach

Information Fusion

A case-based reasoning system for PCB principal process parameter identification

Expert Systems with Applications: An International Journal

Intelligent Partitioning for Feature Selection

INFORMS Journal on Computing

Evolutionary model selection in unsupervised learning

Intelligent Data Analysis

A correlation-based model for unsupervised feature selection

Proceedings of the sixteenth ACM conference on Conference on information and knowledge management

Consensus unsupervised feature ranking from multiple views

Pattern Recognition Letters

Image retrieval: Ideas, influences, and trends of the new age

ACM Computing Surveys (CSUR)

Hierarchical fuzzy filter method for unsupervised feature selection

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

Developing a feature weight self-adjustment mechanism for a K-means clustering algorithm

Computational Statistics & Data Analysis

Unsupervised feature selection using clustering ensembles and population based incremental learning algorithm

Pattern Recognition

Multinomial mixture model with feature selection for text clustering

Knowledge-Based Systems

Mining Multidimensional Data through Element Oriented Analysis

PRICAI '08 Proceedings of the 10th Pacific Rim International Conference on Artificial Intelligence: Trends in Artificial Intelligence

Using support vector machine with a hybrid feature selection method to the stock trend prediction

Expert Systems with Applications: An International Journal

Evolutionary clustering with arbitrary subspaces

Proceedings of the 11th Annual conference on Genetic and evolutionary computation

A survey of evolutionary algorithms for clustering

IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews

Hybridization of Evolutionary Mechanisms for Feature Subset Selection in Unsupervised Learning

MICAI '09 Proceedings of the 8th Mexican International Conference on Artificial Intelligence

Dependence modeling rule mining using multi-objective genetic algorithms

AIA '08 Proceedings of the 26th IASTED International Conference on Artificial Intelligence and Applications

A new hybrid algorithm for feature selection and its application to customer recognition

COCOA'07 Proceedings of the 1st international conference on Combinatorial optimization and applications

Distance based feature selection for clustering microarray data

DASFAA'08 Proceedings of the 13th international conference on Database systems for advanced applications

An efficient feature selection approach for clustering: using a Gaussian mixture model of data dissimilarity

ICCSA'07 Proceedings of the 2007 international conference on Computational science and its applications - Volume Part I

SVM-FuzCoC: A novel SVM-based feature selection method using a fuzzy complementary criterion

Pattern Recognition

Feature Selection by Approximating the Markov Blanket in a Kernel-Induced Space

Proceedings of the 2010 conference on ECAI 2010: 19th European Conference on Artificial Intelligence

A class-specific ensemble feature selection approach for classification problems

Proceedings of the 48th Annual Southeast Regional Conference

Eigenvector sensitive feature selection for spectral clustering

ECML PKDD'11 Proceedings of the 2011 European conference on Machine learning and knowledge discovery in databases - Volume Part II

Fuzzy criteria for feature selection

Fuzzy Sets and Systems

Immune multiobjective optimization algorithm for unsupervised feature selection

EuroGP'06 Proceedings of the 2006 international conference on Applications of Evolutionary Computing

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

A filter feature selection method for clustering

ISMIS'05 Proceedings of the 15th international conference on Foundations of Intelligent Systems

Unsupervised feature selection for linked social media data

Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining

The CASH algorithm-cost-sensitive attribute selection using histograms

Information Sciences: an International Journal

Variational learning of a Dirichlet process of generalized Dirichlet distributions for simultaneous clustering and feature selection

Pattern Recognition

A semi-supervised feature selection method using a non-parametric technique with pairwise instance constraints

Journal of Information Science

Simultaneous feature selection and clustering with mixed features by multi objective genetic algorithm

International Journal of Hybrid Intelligent Systems