Microarray data mining: facing the challenges

Evolving Feature Selection

IEEE Intelligent Systems

Evolutionary biclustering of gene expressions

Ubiquity

Incremental wrapper-based gene selection from microarray data for cancer classification

Pattern Recognition

A multiple kernel support vector machine scheme for feature selection and rule extraction from gene expression data of cancer tissue

Artificial Intelligence in Medicine

Improving cluster visualization in self-organizing maps: Application in gene expression data analysis

Computers in Biology and Medicine

Development of Two-Stage SVM-RFE Gene Selection Strategy for Microarray Expression Data Analysis

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

CARSVM: A class association rule-based classification framework and its application to gene expression data

Artificial Intelligence in Medicine

Integrative Visual Data Mining of Biomedical Data: Investigating Cases in Chronic Fatigue Syndrome and Acute Lymphoblastic Leukaemia

Visual Data Mining

Cluster analysis of genome-wide expression data for feature extraction

Expert Systems with Applications: An International Journal

Model of experts for decision support in the diagnosis of leukemia patients

Artificial Intelligence in Medicine

A Framework for Multi-class Learning in Micro-array Data Analysis

AIME '09 Proceedings of the 12th Conference on Artificial Intelligence in Medicine: Artificial Intelligence in Medicine

Mining Discriminant Sequential Patterns for Aging Brain

AIME '09 Proceedings of the 12th Conference on Artificial Intelligence in Medicine: Artificial Intelligence in Medicine

Three fold system (3FS) for mental health domain

OTM'07 Proceedings of the 2007 OTM Confederated international conference on On the move to meaningful internet systems - Volume Part II

Genome-wide functional annotation by integrating multiple microarray datasets using meta-analysis

International Journal of Data Mining and Bioinformatics

Bioinformatics contributions to data mining

ICDM'10 Proceedings of the 10th industrial conference on Advances in data mining: applications and theoretical aspects

ICGA-PSO-ELM Approach for Accurate Multiclass Cancer Classification Resulting in Reduced Gene Sets in Which Genes Encoding Secreted Proteins Are Highly Represented

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

Fuzzy-rough discriminative feature selection and classification algorithm, with application to microarray and image datasets

Applied Soft Computing

Multiple-kernel SVM based multiple-task oriented data mining system for gene expression data analysis

Expert Systems with Applications: An International Journal

Multi-platform gene-expression mining and marker gene analysis

International Journal of Data Mining and Bioinformatics

Towards the discovery of reliable biomarkers from gene-expression profiles: an iterative constraint satisfaction learning approach

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

Applying GCS networks to fuzzy discretized microarray data for tumour diagnosis

IDEAL'06 Proceedings of the 7th international conference on Intelligent Data Engineering and Automated Learning

Case based reasoning with bayesian model averaging: an improved method for survival analysis on microarray data

ICCBR'10 Proceedings of the 18th international conference on Case-Based Reasoning Research and Development

Evaluation of the importance of data pre-processing order when combining feature selection and data sampling

International Journal of Business Intelligence and Data Mining

An efficient and scalable algorithm for mining maximal

MLDM'13 Proceedings of the 9th international conference on Machine Learning and Data Mining in Pattern Recognition

Fuzzy clustering with biological knowledge for gene selection

Applied Soft Computing