A Highly Discriminative Hybrid Feature Selection Algorithm for Cancer Diagnosis

An efficient binary chimp optimization algorithm for feature selection in biomedical data classification

(2022) Elnaz Pashaei et al.   NEURAL COMPUTING & APPLICATIONS

Heart disease prediction using entropy based feature engineering and ensembling of machine learning classifiers

(2022) Rajkamal Rajendran et al.   EXPERT SYSTEMS WITH APPLICATIONS

Optimizing ANFIS using simulated annealing algorithm for classification of microarray gene expression cancer data

(2021) Bulent Haznedar et al.   MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING

Machine learning-based EEG signals classification model for epileptic seizure detection

(2021) Aayesha et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Comparison of machine learning strategies for infrared thermography of skin cancer

(2021) Carolina Magalhaes et al.   Biomedical Signal Processing and Control

Feature selection and classification in breast cancer prediction using IoT and machine learning

(2021) V.Nanda Gopal et al.   MEASUREMENT

A systematic review of emerging feature selection optimization methods for optimal text classification: the present state and prospective opportunities

(2021) Esther Omolara Abiodun et al.   NEURAL COMPUTING & APPLICATIONS

An ensemble learning framework for potential miRNA-disease association prediction with positive-unlabeled data

(2021) Yao Wu et al.   COMPUTATIONAL BIOLOGY AND CHEMISTRY

Gene selection for microarray data classification via dual latent representation learning

(2021) Xiao Zheng et al.   NEUROCOMPUTING

A new feature selection algorithm based on relevance, redundancy and complementarity

(2020) Chao Li et al.   COMPUTERS IN BIOLOGY AND MEDICINE

Feature Selection for Microarray Data Classification Using Hybrid Information Gain and a Modified Binary Krill Herd Algorithm

(2020) Ge Zhang et al.   Interdisciplinary Sciences-Computational Life Sciences

Gene selection for cancer types classification using novel hybrid metaheuristics approach

(2020) Alok Kumar Shukla et al.   Swarm and Evolutionary Computation

LDA–GA–SVM: improved hepatocellular carcinoma prediction through dimensionality reduction and genetically optimized support vector machine

(2020) Liaqat Ali et al.   NEURAL COMPUTING & APPLICATIONS

G-Forest: An ensemble method for cost-sensitive feature selection in gene expression microarrays

(2020) Mai Abdulla et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

Forecasting Brazilian and American COVID-19 cases based on artificial intelligence coupled with climatic exogenous variables

(2020) Ramon Gomes da Silva et al.   CHAOS SOLITONS & FRACTALS

Analysis of high-dimensional genomic data using MapReduce based probabilistic neural network

(2020) Santos Kumar Baliarsingh et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

SARA: A memetic algorithm for high-dimensional biomedical data

(2020) Santos Kumar Baliarsingh et al.   APPLIED SOFT COMPUTING

A gene selection algorithm using simplified swarm optimization with multi-filter ensemble technique

(2020) Chyh-Ming Lai et al.   APPLIED SOFT COMPUTING

Gene selection and classification of microarray data method based on mutual information and moth flame algorithm.

(2020) Ali Dabba et al.   EXPERT SYSTEMS WITH APPLICATIONS

A novel gene selection algorithm for cancer classification using microarray datasets

(2019) Russul Alanni et al.   BMC Medical Genomics

A review of unsupervised feature selection methods

(2019) Saúl Solorio-Fernández et al.   ARTIFICIAL INTELLIGENCE REVIEW

Feature selection strategy based on hybrid crow search optimization algorithm integrated with chaos theory and fuzzy c-means algorithm for medical diagnosis problems

(2019) Ahmed M. Anter et al.   SOFT COMPUTING

Statistical characterization and classification of colon microarray gene expression data using multiple machine learning paradigms

(2019) Md. Maniruzzaman et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

External clustering validity index based on chi-squared statistical test

(2019) José María Luna-Romera et al.   INFORMATION SCIENCES

Two-Stage Hybrid Gene Selection Using Mutual Information and Genetic Algorithm for Cancer Data Classification

(2019) M. Jansi Rani et al.   JOURNAL OF MEDICAL SYSTEMS

A novel ECOC algorithm for multiclass microarray data classification based on data complexity analysis

(2019) MengXin Sun et al.   PATTERN RECOGNITION

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

(2019) Alok Kumar Shukla et al.   INFORMATION SCIENCES

Comparing different supervised machine learning algorithms for disease prediction

(2019) Shahadat Uddin et al.   BMC Medical Informatics and Decision Making

Feature selection for software effort estimation with localized neighborhood mutual information

(2018) Qin Liu et al.   Cluster Computing-The Journal of Networks Software Tools and Applications

A deep learning-based multi-model ensemble method for cancer prediction

(2018) Yawen Xiao et al.   COMPUTER METHODS AND PROGRAMS IN BIOMEDICINE

Configuring in-memory cluster computing using random forest

(2018) Zhendong Bei et al.   Future Generation Computer Systems-The International Journal of eScience

A hybrid system with filter approach and multiple population genetic algorithm for feature selection in credit scoring

(2018) Di Wang et al.   JOURNAL OF COMPUTATIONAL AND APPLIED MATHEMATICS

Tumor classification with MALDI-MSI data of tissue microarrays: A case study

(2018) Nadine E. Mascini et al.   METHODS

Smaller feature subset selection for real-world datasets using a new mutual information with Gaussian gain

(2018) Seba Susan et al.   MULTIDIMENSIONAL SYSTEMS AND SIGNAL PROCESSING

Development of a two-stage gene selection method that incorporates a novel hybrid approach using the cuckoo optimization algorithm and harmony search for cancer classification

(2017) V. Elyasigomari et al.   JOURNAL OF BIOMEDICAL INFORMATICS