Genetic algorithm based cancerous gene identification from microarray data using ensemble of filter methods

Correlation feature selection based improved-Binary Particle Swarm Optimization for gene selection and cancer classification

(2018) Indu Jain et al.   APPLIED SOFT COMPUTING

Feature Genes Selection Using Supervised Locally Linear Embedding and Correlation Coefficient for Microarray Classification

(2018) Jiucheng Xu et al.   Computational and Mathematical Methods in Medicine

Metaheuristic approach for an enhanced mRMR filter method for classification using drug response microarray data

(2017) Nur Shazila Mohamed et al.   EXPERT SYSTEMS WITH APPLICATIONS

Comprehensive Analysis of MILE Gene Expression Data Set Advances Discovery of Leukaemia Type and Subtype Biomarkers

(2017) Wojciech Labaj et al.   Interdisciplinary Sciences-Computational Life Sciences

Two hybrid wrapper-filter feature selection algorithms applied to high-dimensional microarray experiments

(2016) Javier Apolloni et al.   APPLIED SOFT COMPUTING

A novel feature extraction approach based on ensemble feature selection and modified discriminant independent component analysis for microarray data classification

(2016) Maryam Mollaee et al.   Biocybernetics and Biomedical Engineering

High-dimensional feature selection via feature grouping: A Variable Neighborhood Search approach

(2016) Miguel García-Torres et al.   INFORMATION SCIENCES

Global feature selection from microarray data using Lagrange multipliers

(2016) Shiquan Sun et al.   KNOWLEDGE-BASED SYSTEMS

Microarray medical data classification using kernel ridge regression and modified cat swarm optimization based gene selection system

(2016) P. Mohapatra et al.   Swarm and Evolutionary Computation

Distributed feature selection: An application to microarray data classification

(2015) V. Bolón-Canedo et al.   APPLIED SOFT COMPUTING

Sequential random k-nearest neighbor feature selection for high-dimensional data

(2015) Chan Hee Park et al.   EXPERT SYSTEMS WITH APPLICATIONS

Neural Mechanisms for Undoing the "Curse of Dimensionality"

(2015) A. R. Vaidya   JOURNAL OF NEUROSCIENCE

The prognostic significance of CXCL1 hypersecretion by human colorectal cancer epithelia and myofibroblasts

(2015) Anne-France le Rolle et al.   Journal of Translational Medicine

An advanced ACO algorithm for feature subset selection

(2015) Shima Kashef et al.   NEUROCOMPUTING

A Hamming distance based binary particle swarm optimization (HDBPSO) algorithm for high dimensional feature selection, classification and validation

(2015) Haider Banka et al.   PATTERN RECOGNITION LETTERS

PKM2 as a biomarker for chemosensitivity to front-line platinum-based chemotherapy in patients with metastatic non-small-cell lung cancer

(2014) C Papadaki et al.   BRITISH JOURNAL OF CANCER

Enriched ant colony optimization and its application in feature selection

(2014) Rana Forsati et al.   NEUROCOMPUTING

Altered Expression of Multiple Genes Involved in Retinoic Acid Biosynthesis in Human Colorectal Cancer

(2014) Ekaterina S. Kropotova et al.   PATHOLOGY & ONCOLOGY RESEARCH

Immunoglobulin G Expression in Lung Cancer and Its Effects on Metastasis

(2014) Chunfan Jiang et al.   PLoS One

Prioritization of Cancer Marker Candidates Based on the Immunohistochemistry Staining Images Deposited in the Human Protein Atlas

(2013) Su-Chien Chiang et al.   PLoS One

Molecular markers associated with outcome and metastasis in human pancreatic cancer

(2012) Anke Van den Broeck et al.   JOURNAL OF EXPERIMENTAL & CLINICAL CANCER RESEARCH

Gene selection and classification using Taguchi chaotic binary particle swarm optimization

(2011) Li-Yeh Chuang et al.   EXPERT SYSTEMS WITH APPLICATIONS

Extraction of independent discriminant features for data with asymmetric distribution

(2011) Chandra Shekhar Dhir et al.   KNOWLEDGE AND INFORMATION SYSTEMS

A two-stage feature selection method for text categorization by using information gain, principal component analysis and genetic algorithm

(2011) Harun Uğuz   KNOWLEDGE-BASED SYSTEMS

An ensemble of filters and classifiers for microarray data classification

(2011) V. Bolón-Canedo et al.   PATTERN RECOGNITION

Identification of Single- and Multiple-Class Specific Signature Genes from Gene Expression Profiles by Group Marker Index

(2011) Yu-Shuen Tsai et al.   PLoS One

Serum-autoantibodies for discovery of prostate cancer specific biomarkers

(2011) Petra Massoner et al.   PROSTATE

Hybrid feature selection by combining filters and wrappers

(2010) Hui-Huang Hsu et al.   EXPERT SYSTEMS WITH APPLICATIONS

Transcriptome Profiles of Carcinoma-in-Situ and Invasive Non-Small Cell Lung Cancer as Revealed by SAGE

(2010) Kim M. Lonergan et al.   PLoS One

A Weighted Principal Component Analysis and Its Application to Gene Expression Data

(2009) Joaquim F Pinto da Costa et al.   IEEE-ACM Transactions on Computational Biology and Bioinformatics

BGSA: binary gravitational search algorithm

(2009) Esmat Rashedi et al.   Natural Computing

Detection of Early Prostate Cancer Using a Hepsin-Targeted Imaging Agent

(2008) K. A. Kelly et al.   CANCER RESEARCH