Feature Subset Selection and Order Identification for Unsupervised Learning

Visualization and interactive feature selection for unsupervised data

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

Unsupervised Feature Selection Using Feature Similarity

IEEE Transactions on Pattern Analysis and Machine Intelligence

Boosting Algorithms for Parallel and Distributed Learning

Distributed and Parallel Databases - Special issue: Parallel and distributed data mining

Unsupervised Feature Selection Applied to Content-Based Retrieval of Lung Images

IEEE Transactions on Pattern Analysis and Machine Intelligence

Clustering gene expression data in SQL using locally adaptive metrics

DMKD '03 Proceedings of the 8th ACM SIGMOD workshop on Research issues in data mining and knowledge discovery

Feature selection in data mining

Data mining

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

Automated hierarchical mixtures of probabilistic principal component analyzers

ICML '04 Proceedings of the twenty-first international conference on Machine learning

Feature Selection for Unsupervised Learning

The Journal of Machine Learning Research

Improving fuzzy c-means clustering based on feature-weight learning

Pattern Recognition Letters

Simultaneous Feature Selection and Clustering Using Mixture Models

IEEE Transactions on Pattern Analysis and Machine Intelligence

Document clustering based on cluster validation

Proceedings of the thirteenth ACM international conference on Information and knowledge management

A selective sampling approach to active feature selection

Artificial Intelligence

Toward Integrating Feature Selection Algorithms for Classification and Clustering

IEEE Transactions on Knowledge and Data Engineering

Feature selection in robust clustering based on Laplace mixture

Pattern Recognition Letters

Learning word senses with feature selection and order identification capabilities

ACL '04 Proceedings of the 42nd Annual Meeting on Association for Computational Linguistics

Using cluster validation criterion to identify optimal feature subset and cluster number for document clustering

Information Processing and Management: an International Journal

Locally adaptive metrics for clustering high dimensional data

Data Mining and Knowledge Discovery

Evolutionary model selection in unsupervised learning

Intelligent Data Analysis

Adaptive boosting techniques in heterogeneous and spatial databases

Intelligent Data Analysis

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

Multinomial mixture model with feature selection for text clustering

Knowledge-Based Systems

Computational accounting in determining Chart of Accounts using nominal data analysis and concept of entropy

Expert Systems with Applications: An International Journal

Employee turnover: a novel prediction solution with effective feature selection

CEA'09 Proceedings of the 3rd WSEAS international conference on Computer engineering and applications

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

Expert Systems with Applications: An International Journal

Employee turnover: a novel prediction solution with effective feature selection

WSEAS Transactions on Information Science and Applications

Feature selection for genomic data sets through feature clustering

International Journal of Data Mining and Bioinformatics

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

Optimizing reservoir features in oil exploration management based on fusion of soft computing

Applied Soft Computing

Unsupervised feature selection using weighted principal components

Expert Systems with Applications: An International Journal

Scaling up feature selection by means of democratization

IEA/AIE'10 Proceedings of the 23rd international conference on Industrial engineering and other applications of applied intelligent systems - Volume Part II

An efficient statistical feature selection approach for classification of gene expression data

Journal of Biomedical Informatics

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

Visual interactive evolutionary algorithm for high dimensional outlier detection and data clustering problems

International Journal of Bio-Inspired Computation

Multi-objective genetic algorithms to create ensemble of classifiers

EMO'05 Proceedings of the Third international conference on Evolutionary Multi-Criterion Optimization

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

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

Unsupervised feature selection for linked social media data

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

Fuzzy classifier based feature reduction for better gene selection

DaWaK'07 Proceedings of the 9th international conference on Data Warehousing and Knowledge Discovery

Unsupervised fuzzy-rough set-based dimensionality reduction

Information Sciences: an International Journal

Hybrid wrapper-filter approaches for input feature selection using maximum relevance-minimum redundancy and artificial neural network input gain measurement approximation (ANNIGMA)

ACSC '11 Proceedings of the Thirty-Fourth Australasian Computer Science Conference - Volume 113

Large Margin Subspace Learning for feature selection

Pattern Recognition

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

Journal of Information Science

G-Optimal Feature Selection with Laplacian regularization

Neurocomputing