Feature subset selection by Bayesian network-based optimization

Dimensionality Reduction in Unsupervised Learning of Conditional Gaussian Networks

IEEE Transactions on Pattern Analysis and Machine Intelligence

Estimation of Distribution Algorithms: A New Evolutionary Computation Approach for Graph Matching Problems

EMMCVPR '01 Proceedings of the Third International Workshop on Energy Minimization Methods in Computer Vision and Pattern Recognition

Prototype Selection and Feature Subset Selection by Estimation of Distribution Algorithms. A Case Study in the Survival of Cirrhotic Patients Treated with TIPS

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

Consistency-based search in feature selection

Artificial Intelligence

Classification of Gene Expression Profile Using Combinatory Method of Evolutionary Computation and Machine Learning

Genetic Programming and Evolvable Machines

Randomized Variable Elimination

The Journal of Machine Learning Research

Parallel EDAs to create multivariate calibration models for quantitative chemical applications

Journal of Parallel and Distributed Computing - Special issue on parallel bioinspired algorithms

Analysis of new variable selection methods for discriminant analysis

Computational Statistics & Data Analysis

An application of EDA and GA to dynamic pricing

Proceedings of the 9th annual conference on Genetic and evolutionary computation

GFAM: Evolving Fuzzy ARTMAP neural networks

Neural Networks

Bayesian classification for the selection of in vitro human embryos using morphological and clinical data

Computer Methods and Programs in Biomedicine

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

Pattern Recognition

Ranking Attributes Using Learning of Preferences by Means of SVM

Current Topics in Artificial Intelligence

Object Recognition with Task Relevant Combined Local Features

ICIC '08 Proceedings of the 4th international conference on Intelligent Computing: Advanced Intelligent Computing Theories and Applications - with Aspects of Theoretical and Methodological Issues

Different metaheuristic strategies to solve the feature selection problem

Pattern Recognition Letters

BAIS: A Bayesian Artificial Immune System for the effective handling of building blocks

Information Sciences: an International Journal

Feature subset selection from positive and unlabelled examples

Pattern Recognition Letters

EDA-Based Logistic Regression Applied to Biomarkers Selection in Breast Cancer

IWANN '09 Proceedings of the 10th International Work-Conference on Artificial Neural Networks: Part II: Distributed Computing, Artificial Intelligence, Bioinformatics, Soft Computing, and Ambient Assisted Living

Naïve possibilistic network classifiers

Fuzzy Sets and Systems

Hybridization of Evolutionary Mechanisms for Feature Subset Selection in Unsupervised Learning

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

Learning Bayesian networks to perform feature selection

IJCNN'09 Proceedings of the 2009 international joint conference on Neural Networks

Using biclustering for automatic attribute selection to enhance global visualization

VIEW'06 Proceedings of the 1st first visual information expert conference on Pixelization paradigm

Pruning neural networks with distribution estimation algorithms

GECCO'03 Proceedings of the 2003 international conference on Genetic and evolutionary computation: PartI

Application of feature subset selection based on evolutionary algorithms for automatic emotion recognition in speech

NOLISP'07 Proceedings of the 2007 international conference on Advances in nonlinear speech processing

Using Bayesian network and AIS to perform feature subset selection

ICIC'09 Proceedings of the Intelligent computing 5th international conference on Emerging intelligent computing technology and applications

Feature subset selection based on Bayesian networks

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

Layered architecture for real time sign recognition: Hand gesture and movement

Engineering Applications of Artificial Intelligence

Hybrid Bayesian network classifiers: Application to species distribution models

Environmental Modelling & Software

Using feature selection approaches to find the dependent features

ICAISC'10 Proceedings of the 10th international conference on Artificial intelligence and soft computing: Part I

A GRASP algorithm for fast hybrid (filter-wrapper) feature subset selection in high-dimensional datasets

Pattern Recognition Letters

Improving dynamic facial expression recognition with feature subset selection

Pattern Recognition Letters

Estimation of distribution algorithm for permutation flow shops with total flowtime minimization

Computers and Industrial Engineering

Data mining for quality control: Burr detection in the drilling process

Computers and Industrial Engineering

Fast wrapper feature subset selection in high-dimensional datasets by means of filter re-ranking

Knowledge-Based Systems

Optimal row and column ordering to improve table interpretation using estimation of distribution algorithms

Journal of Heuristics

Integrating marine species biomass data by modelling functional knowledge

IDA'11 Proceedings of the 10th international conference on Advances in intelligent data analysis X

Global feature subset selection on high-dimensional datasets using re-ranking-based EDAs

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

Two step ant colony system to solve the feature selection problem

CIARP'06 Proceedings of the 11th Iberoamerican conference on Progress in Pattern Recognition, Image Analysis and Applications

Wrapper approach for learning neural network ensemble by feature selection

ISNN'05 Proceedings of the Second international conference on Advances in Neural Networks - Volume Part I

Fitness approximation in estimation of distribution algorithms for feature selection

AI'05 Proceedings of the 18th Australian Joint conference on Advances in Artificial Intelligence

K nearest neighbor edition to guide classification tree learning: motivation and experimental results

Data Mining

Pattern recognition in AVHRR images by means of hibryd and neuro-fuzzy systems

EUROCAST'05 Proceedings of the 10th international conference on Computer Aided Systems Theory

Combining bayesian networks, k nearest neighbours algorithm and attribute selection for gene expression data analysis

AI'04 Proceedings of the 17th Australian joint conference on Advances in Artificial Intelligence

Feature subset selection based on evolutionary algorithms for automatic emotion recognition in spoken spanish and standard basque language

TSD'06 Proceedings of the 9th international conference on Text, Speech and Dialogue

Feature evaluation and selection with cooperative game theory

Pattern Recognition

A Top-r Feature Selection Algorithm for Microarray Gene Expression Data

IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)

Filter versus wrapper gene selection approaches in DNA microarray domains

Artificial Intelligence in Medicine

Inferring disease-related metabolite dependencies with a bayesian optimization algorithm

EvoBIO'12 Proceedings of the 10th European conference on Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics

K Nearest Neighbor Equality: Giving equal chance to all existing classes

Information Sciences: an International Journal

A Bayesian network for burr detection in the drilling process

Journal of Intelligent Manufacturing

A review on evolutionary algorithms in Bayesian network learning and inference tasks

Information Sciences: an International Journal

Bi-objective feature selection for discriminant analysis in two-class classification

Knowledge-Based Systems

Regularized continuous estimation of distribution algorithms

Applied Soft Computing

A local information-based feature-selection algorithm for data regression

Pattern Recognition

Fusing multiple image transformations and a thermal sensor with kinect to improve person detection ability

Engineering Applications of Artificial Intelligence

A new measure for gene expression biclustering based on non-parametric correlation

Computer Methods and Programs in Biomedicine

Filter-based optimization techniques for selection of feature subsets in ensemble systems

Expert Systems with Applications: An International Journal

Speeding up incremental wrapper feature subset selection with Naive Bayes classifier

Knowledge-Based Systems