Cancer Classification Based on Support Vector Machine Optimized by Particle Swarm Optimization and Artificial Bee Colony

A cost-sensitive rotation forest algorithm for gene expression data classification

(2017) Huijuan Lu et al.   NEUROCOMPUTING

2L-piRNA: A Two-Layer Ensemble Classifier for Identifying Piwi-Interacting RNAs and Their Function

(2017) Bin Liu et al.   Molecular Therapy-Nucleic Acids

iRSpot-EL: identify recombination spots with an ensemble learning approach

(2016) Bin Liu et al.   BIOINFORMATICS

A robust data scaling algorithm to improve classification accuracies in biomedical data

(2016) Xi Hang Cao et al.   BMC BIOINFORMATICS

iEnhancer-2L: a two-layer predictor for identifying enhancers and their strength by pseudok-tuple nucleotide composition

(2015) Bin Liu et al.   BIOINFORMATICS

Genetic Bee Colony (GBC) algorithm: A new gene selection method for microarray cancer classification

(2015) Hala M. Alshamlan et al.   COMPUTATIONAL BIOLOGY AND CHEMISTRY

A Novel Intelligent Optimization Algorithm Inspired from Circular Water Waves

(2015) Muhammed Emre Colak et al.   Elektronika Ir Elektrotechnika

Gene selection from microarray gene expression data for classification of cancer subgroups employing PSO and adaptive K-nearest neighborhood technique

(2015) Subhajit Kar et al.   EXPERT SYSTEMS WITH APPLICATIONS

A Ranking Approach for Probe Selection and Classification of Microarray Data with Artificial Neural Networks

(2015) Alexandre Wagner Chagas Faria et al.   JOURNAL OF COMPUTATIONAL BIOLOGY

A Comprehensive Survey on Particle Swarm Optimization Algorithm and Its Applications

(2015) Yudong Zhang et al.   MATHEMATICAL PROBLEMS IN ENGINEERING

A novel aggregate gene selection method for microarray data classification

(2015) Thanh Nguyen et al.   PATTERN RECOGNITION LETTERS

Artificial Neural Network Modeling of the Water Quality Index Using Land Use Areas as Predictors

(2015) Nabeel M. Gazzaz et al.   WATER ENVIRONMENT RESEARCH

Prediction of fatigue life of packaging EMC material based on RBF-SVM

(2014) Hai Guo et al.   INTERNATIONAL JOURNAL OF MATERIALS & PRODUCT TECHNOLOGY

enDNA-Prot: Identification of DNA-Binding Proteins by Applying Ensemble Learning

(2014) Ruifeng Xu et al.   Biomed Research International

LibD3C: Ensemble classifiers with a clustering and dynamic selection strategy

(2013) Chen Lin et al.   NEUROCOMPUTING

Intelligent optimization and selection of machining parameters in finish turning and facing of Inconel 718

(2011) J. S. Senthilkumaar et al.   INTERNATIONAL JOURNAL OF ADVANCED MANUFACTURING TECHNOLOGY

Gene expression data classification using locally linear discriminant embedding

(2010) Bo Li et al.   COMPUTERS IN BIOLOGY AND MEDICINE

How Accurate Are Physicians in the Prediction of Patient Survival in Advanced Lung Cancer?

(2010) C. Clement-Duchene et al.   ONCOLOGIST

Evolutionary strategies for hyperparameters of support vector machines based on multi-scale radial basis function kernels

(2009) Tanasanee Phienthrakul et al.   SOFT COMPUTING

A comprehensive comparison of random forests and support vector machines for microarray-based cancer classification

(2008) Alexander Statnikov et al.   BMC BIOINFORMATICS