Feature Selection for Machine Learning: Comparing a Correlation-Based Filter Approach to the Wrapper

Randomized Variable Elimination

The Journal of Machine Learning Research

Variable selection and ranking for analyzing automobile traffic accident data

Proceedings of the 2005 ACM symposium on Applied computing

METER: MEasuring TExt Reuse

ACL '02 Proceedings of the 40th Annual Meeting on Association for Computational Linguistics

Cancer gene search with data-mining and genetic algorithms

Computers in Biology and Medicine

Defect prevention in software processes: An action-based approach

Journal of Systems and Software

Detecting reliable gene interactions by a hierarchy of Bayesian network classifiers

Computer Methods and Programs in Biomedicine

A simple feature selection method for text classification

IJCAI'01 Proceedings of the 17th international joint conference on Artificial intelligence - Volume 2

Patient-recognition data-mining model for BCG-plus interferon immunotherapy bladder cancer treatment

Computers in Biology and Medicine

Towards a portable intelligent facial expression recognizer

Intelligent Decision Technologies

Improved variable and value ranking techniques for mining categorical traffic accident data

Expert Systems with Applications: An International Journal

Addressing the problems of data-centric physiology-affect relations modeling

Proceedings of the 15th international conference on Intelligent user interfaces

Relabeling algorithm for retrieval of noisy instances and improving prediction quality

Computers in Biology and Medicine

A six stage approach for the diagnosis of the Alzheimer's disease based on fMRI data

Journal of Biomedical Informatics

Speech emotion classification and public speaking skill assessment

HBU'10 Proceedings of the First international conference on Human behavior understanding

Improving dynamic facial expression recognition with feature subset selection

Pattern Recognition Letters

Random forests ensemble classifier trained with data resampling strategy to improve cardiac arrhythmia diagnosis

Computers in Biology and Medicine

A study on the medium-term forecasting using exogenous variable selection of the extra-virgin olive oil with soft computing methods

Applied Intelligence

Comparing predictive power in climate data: clustering matters

SSTD'11 Proceedings of the 12th international conference on Advances in spatial and temporal databases

A summary on the study of the medium-term forecasting of the extra-virgen olive oil price

CAEPIA'11 Proceedings of the 14th international conference on Advances in artificial intelligence: spanish association for artificial intelligence

Automatic window design for gray-scale image processing based on entropy minimization

CIARP'05 Proceedings of the 10th Iberoamerican Congress conference on Progress in Pattern Recognition, Image Analysis and Applications

Automatic recommendation of classification algorithms based on data set characteristics

Pattern Recognition

Data mining and genetic algorithm based gene/SNP selection

Artificial Intelligence in Medicine

Applying evolution strategies to preprocessing EEG signals for brain-computer interfaces

Information Sciences: an International Journal

An effective early fraud detection method for online auctions

Electronic Commerce Research and Applications

Music/speech classification using high-level features derived from fmri brain imaging

Proceedings of the 20th ACM international conference on Multimedia

Learning discriminative spatial relations for detector dictionaries: an application to pedestrian detection

ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part II

Mutual information-based method for selecting informative feature sets

Pattern Recognition

Exact top-k feature selection via l2,0-norm constraint

IJCAI'13 Proceedings of the Twenty-Third international joint conference on Artificial Intelligence

Joint Laplacian feature weights learning

Pattern Recognition