An adaptation of Relief for attribute estimation in regression

Linear-Time Preprocessing in Optimal Numerical Range Partitioning

Journal of Intelligent Information Systems - Special issue: A survey of research questions for intelligent information systems in education

SOAP: Efficient Feature Selection of Numeric Attributes

IBERAMIA 2002 Proceedings of the 8th Ibero-American Conference on AI: Advances in Artificial Intelligence

Evaluation of Prognostic Factors and Prediction of Chronic Wound Healing Rate by Machine Learning Tools

AIME '01 Proceedings of the 8th Conference on AI in Medicine in Europe: Artificial Intelligence Medicine

Theoretical and Empirical Analysis of ReliefF and RReliefF

Machine Learning

Benchmarking Attribute Selection Techniques for Discrete Class Data Mining

IEEE Transactions on Knowledge and Data Engineering

A selective sampling approach to active feature selection

Artificial Intelligence

Predicting Students' Marks in Hellenic Open University

ICALT '05 Proceedings of the Fifth IEEE International Conference on Advanced Learning Technologies

Fast feature selection by means of projections

IEA/AIE'2003 Proceedings of the 16th international conference on Developments in applied artificial intelligence

Exploiting Data Mining Techniques for Improving the Efficiency of a Supply Chain Management Agent

WI-IATW '06 Proceedings of the 2006 IEEE/WIC/ACM international conference on Web Intelligence and Intelligent Agent Technology

Fuzzy feature selection based on min-max learning rule and extension matrix

Pattern Recognition

Feature Selection and Classification for Small Gene Sets

PRIB '08 Proceedings of the Third IAPR International Conference on Pattern Recognition in Bioinformatics

Evaluating industry performance using extracted RGR rules based on feature selection and rough sets classifier

Expert Systems with Applications: An International Journal

Forecasting market prices in a supply chain game

Electronic Commerce Research and Applications

Similarity-Based Feature Selection for Learning from Examples with Continuous Values

PAKDD '09 Proceedings of the 13th Pacific-Asia Conference on Advances in Knowledge Discovery and Data Mining

Feature selection based on loss-margin of nearest neighbor classification

Pattern Recognition

Pre-processing Techniques for the QSAR Problem

Proceedings of the 2008 conference on New Trends in Multimedia and Network Information Systems

An optimization of ReliefF for classification in large datasets

Data & Knowledge Engineering

An MLP-based feature subset selection for HIV-1 protease cleavage site analysis

Artificial Intelligence in Medicine

Clustering ensemble for unsupervised feature selection

FSKD'09 Proceedings of the 6th international conference on Fuzzy systems and knowledge discovery - Volume 1

Sketching a methodology for efficient Supply Chain Management agents enhanced through Data Mining

International Journal of Intelligent Information and Database Systems

Texture analysis of brain CT scans for ICP prediction

ICISP'10 Proceedings of the 4th international conference on Image and signal processing

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 machine learning techniques for detection of drug target articles

Journal of Biomedical Informatics

Selecting few genes for microarray gene expression classification

CAEPIA'09 Proceedings of the Current topics in artificial intelligence, and 13th conference on Spanish association for artificial intelligence

A clustering based system for instant detection of cardiac abnormalities from compressed ECG

Expert Systems with Applications: An International Journal

Technical Section: Using data mining for digital ink recognition: Dividing text and shapes in sketched diagrams

Computers and Graphics

Software fault localization using feature selection

Proceedings of the International Workshop on Machine Learning Technologies in Software Engineering

Predicting fraudulent financial statements with machine learning techniques

SETN'06 Proceedings of the 4th Helenic conference on Advances in Artificial Intelligence

Comparative analysis of learning and meta-learning algorithms for creating models for predicting the probable alcohol level during the ripening of grape berries

Computers and Electronics in Agriculture

Optimal sensor placement for predictive cardiac motion modeling

MICCAI'06 Proceedings of the 9th international conference on Medical Image Computing and Computer-Assisted Intervention - Volume Part II

A hybrid feature selection algorithm for the QSAR problem

ICCS'06 Proceedings of the 6th international conference on Computational Science - Volume Part I

The informative extremes: using both nearest and farthest individuals can improve relief algorithms in the domain of human genetics

EvoBIO'10 Proceedings of the 8th European conference on Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics

Machine learning for query formulation in question answering

Natural Language Engineering

Audio features selection for automatic height estimation from speech

SETN'10 Proceedings of the 6th Hellenic conference on Artificial Intelligence: theories, models and applications

Microarray gene expression classification with few genes: Criteria to combine attribute selection and classification methods

Expert Systems with Applications: An International Journal

A study of applying dimensionality reduction to restrict the size of a hypothesis space

ILP'05 Proceedings of the 15th international conference on Inductive Logic Programming

PerfXplain: debugging MapReduce job performance

Proceedings of the VLDB Endowment

Analyzing Online Review Helpfulness Using a Regressional ReliefF-Enhanced Text Mining Method

ACM Transactions on Management Information Systems (TMIS)

Machine learning for medical diagnosis: history, state of the art and perspective

Artificial Intelligence in Medicine

A RELIEF-based modality weighting approach for multimodal information retrieval

Proceedings of the 2nd ACM International Conference on Multimedia Retrieval

Evolutionary feature selection for classification: a plug-in hybrid vehicle adoption application

Proceedings of the 14th annual conference on Genetic and evolutionary computation

An effective early fraud detection method for online auctions

Electronic Commerce Research and Applications

An adaption of relief for redundant feature elimination

ISNN'12 Proceedings of the 9th international conference on Advances in Neural Networks - Volume Part II

Automatic classification of archaeological pottery sherds

Journal on Computing and Cultural Heritage (JOCCH)

Software Effort Estimation: Harmonizing Algorithms and Domain Knowledge in an Integrated Data Mining Approach

International Journal of Intelligent Information Technologies

Minimum-maximum local structure information for feature selection

Pattern Recognition Letters

A novel feature selection method and its application

Journal of Intelligent Information Systems

User demographics prediction based on mobile data

Pervasive and Mobile Computing