An ensemble soft weighted gene selection-based approach and cancer classification using modified metaheuristic learning

The Arithmetic Optimization Algorithm

(2021) Laith Abualigah et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

A comparison of gene expression and DNA methylation patterns across tissues and species

(2020) Lauren E. Blake et al.   GENOME RESEARCH

Selection scheme sensitivity for a hybrid Salp Swarm Algorithm: analysis and applications

(2020) Laith Abualigah et al.   ENGINEERING WITH COMPUTERS

Group search optimizer: a nature-inspired meta-heuristic optimization algorithm with its results, variants, and applications

(2020) Laith Abualigah   NEURAL COMPUTING & APPLICATIONS

A comprehensive survey of the Grasshopper optimization algorithm: results, variants, and applications

(2020) Laith Abualigah et al.   NEURAL COMPUTING & APPLICATIONS

Colorectal Cancer Prediction Based on Weighted Gene Co-Expression Network Analysis and Variational Auto-Encoder

(2020) Dongmei Ai et al.   Biomolecules

Gene expression cancer classification using modified K-Nearest Neighbors technique

(2019) Sarah M. Ayyad et al.   BIOSYSTEMS

Informative gene selection for microarray classification via adaptive elastic net with conditional mutual information

(2019) Yadi Wang et al.   APPLIED MATHEMATICAL MODELLING

A novel feature selection method for microarray data classification based on hidden Markov model

(2019) Mohammadreza Momenzadeh et al.   JOURNAL OF BIOMEDICAL INFORMATICS

Feature selection for classification of microarray gene expression cancers using Bacterial Colony Optimization with multi-dimensional population

(2019) Hong Wang et al.   Swarm and Evolutionary Computation

Identification of cancerous gene groups from microarray data by employing adaptive genetic and support vector machine technique

(2019) Alok Kumar Shukla   COMPUTATIONAL INTELLIGENCE

A new hybrid wrapper TLBO and SA with SVM approach for gene expression data

(2019) Alok Kumar Shukla et al.   INFORMATION SCIENCES

Feature selection using neighborhood entropy-based uncertainty measures for gene expression data classification

(2019) Lin Sun et al.   INFORMATION SCIENCES

Cancer classification from time series microarray data through regulatory Dynamic Bayesian Networks

(2019) Konstantina Kourou et al.   COMPUTERS IN BIOLOGY AND MEDICINE

SGL-SVM: A novel method for tumor classification via support vector machine with sparse group Lasso

(2019) Yanhao Huo et al.   JOURNAL OF THEORETICAL BIOLOGY

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

(2018) Indu Jain et al.   APPLIED SOFT COMPUTING

A graph-embedded deep feedforward network for disease outcome classification and feature selection using gene expression data

(2018) Yunchuan Kong et al.   BIOINFORMATICS

Recursive Memetic Algorithm for Gene Selection in Microarray Data

(2018) Manosij Ghosh et al.   EXPERT SYSTEMS WITH APPLICATIONS

Fuzzy Expert System based on a Novel Hybrid Stem Cell (HSC) Algorithm for Classification of Micro Array Data

(2018) S. Arul Antran Vijay et al.   JOURNAL OF MEDICAL SYSTEMS

Joint neighborhood entropy-based gene selection method with fisher score for tumor classification

(2018) Lin Sun et al.   APPLIED INTELLIGENCE

Big-data clustering with interval type-2 fuzzy uncertainty modeling in gene expression datasets

(2018) Amit K. Shukla et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

An entropy-based classification of breast cancerous genes using microarray data

(2018) Mausami Mondal et al.   NEURAL COMPUTING & APPLICATIONS

Feature selection and tumor classification for microarray data using relaxed Lasso and generalized multi-class support vector machine

(2018) Chuanze Kang et al.   JOURNAL OF THEORETICAL BIOLOGY

Gene selection for microarray cancer classification using a new evolutionary method employing artificial intelligence concepts

(2017) M. Dashtban et al.   GENOMICS

A hybrid method based on ensemble WELM for handling multi class imbalance in cancer microarray data

(2017) Zhen Liu et al.   NEUROCOMPUTING

A hybrid feature selection algorithm for gene expression data classification

(2017) Huijuan Lu et al.   NEUROCOMPUTING

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

(2016) Javier Apolloni et al.   APPLIED SOFT COMPUTING

Classification of gene expression data: A hubness-aware semi-supervised approach

(2016) Krisztian Buza   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Modified AHP for Gene Selection and Cancer Classification Using Type-2 Fuzzy Logic

(2016) Thanh Nguyen et al.   IEEE TRANSACTIONS ON FUZZY SYSTEMS

Toward a Shared Vision for Cancer Genomic Data

(2016) Robert L. Grossman et al.   NEW ENGLAND JOURNAL OF MEDICINE

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

Water cycle algorithm for solving constrained multi-objective optimization problems

(2015) Ali Sadollah et al.   APPLIED SOFT COMPUTING

Tumor MicroRNA Expression Profiling Identifies Circulating MicroRNAs for Early Breast Cancer Detection

(2015) N. Matamala et al.   CLINICAL CHEMISTRY

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

Hidden Markov models for cancer classification using gene expression profiles

(2015) Thanh Nguyen et al.   INFORMATION SCIENCES

A novel aggregate gene selection method for microarray data classification

(2015) Thanh Nguyen et al.   PATTERN RECOGNITION LETTERS

miRBoost: boosting support vector machines for microRNA precursor classification

(2015) Van Du T. Tran et al.   RNA

Semi-supervised clustering for gene-expression data in multiobjective optimization framework

(2015) Abhay Kumar Alok et al.   International Journal of Machine Learning and Cybernetics

Hierarchical Gene Selection and Genetic Fuzzy System for Cancer Microarray Data Classification

(2015) Thanh Nguyen et al.   PLoS One

Gene expression profile based classification models of psoriasis

(2013) Pi Guo et al.   GENOMICS

SVM-RFE With MRMR Filter for Gene Selection

(2009) P.A. Mundra et al.   IEEE TRANSACTIONS ON NANOBIOSCIENCE