A Hybrid Gene Selection and Classification Approach for Microarray Data Based on Clustering and PSO

Communications in Computer and Information Science - Emerging Intelligent Computing Technology and Applications ◽

10.1007/978-3-642-39678-6_15 ◽

2013 ◽

pp. 88-93 ◽

Cited By ~ 5

Author(s):

Shanxiu Yang ◽

Fei Han ◽

Jian Guan

Keyword(s):

Microarray Data ◽

Gene Selection ◽

Hybrid Gene ◽

Classification Approach

Download Full-text

A GALA Based Hybrid Gene Selection Model for Identification of Relevant Genes for Cancer Microarray Data

Smart Innovation, Systems and Technologies - Intelligent and Cloud Computing ◽

10.1007/978-981-15-5971-6_89 ◽

2020 ◽

pp. 827-835

Author(s):

Barnali Sahu ◽

Alok Kumar Jagadev

Keyword(s):

Microarray Data ◽

Gene Selection ◽

Selection Model ◽

Hybrid Gene

Download Full-text

GT-kernelPLS: Game theory based hybrid gene selection method for microarray data classification

2015 IEEE/ACIS 16th International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD) ◽

10.1109/snpd.2015.7176202 ◽

2015 ◽

Author(s):

Adnan Shakoor ◽

Qinke Peng ◽

Shiquan Sun ◽

Xiao Wang ◽

Jia Lv

Keyword(s):

Game Theory ◽

Microarray Data ◽

Gene Selection ◽

Data Classification ◽

Selection Method ◽

Gene Selection Method ◽

Hybrid Gene

Download Full-text

Artificial neural network classification of microarray data using new hybrid gene selection method

International Journal of Data Mining and Bioinformatics ◽

10.1504/ijdmb.2017.084026 ◽

2017 ◽

Vol 17 (1) ◽

pp. 42 ◽

Cited By ~ 8

Author(s):

Rabia Aziz ◽

C.K. Verma ◽

Manoj Jha ◽

Namita Srivastava

Keyword(s):

Neural Network ◽

Artificial Neural Network ◽

Microarray Data ◽

Gene Selection ◽

Selection Method ◽

Gene Selection Method ◽

Hybrid Gene ◽

Neural Network Classification ◽

Artificial Neural

Download Full-text

Gene selection and classification approach for microarray data based on Random Forest Ranking and BBHA

2016 IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI) ◽

10.1109/bhi.2016.7455896 ◽

2016 ◽

Cited By ~ 6

Author(s):

Elnaz Pashaei ◽

Mustafa Ozen ◽

Nizamettin Aydin

Keyword(s):

Random Forest ◽

Microarray Data ◽

Gene Selection ◽

Classification Approach

Download Full-text

A novel filter-wrapper hybrid gene selection approach for microarray data based on multi-objective forest optimization algorithm

Decision Science Letters ◽

10.5267/j.dsl.2020.5.006 ◽

2020 ◽

pp. 271-290

Author(s):

Babak Nouri-Moghaddam ◽

Mehdi Ghazanfari ◽

Mohammad Fathian

Keyword(s):

Microarray Data ◽

Optimization Algorithm ◽

Gene Selection ◽

Hybrid Gene ◽

Multi Objective ◽

Selection Approach

Download Full-text

A hybrid gene selection approach for microarray data classification using cellular learning automata and ant colony optimization

Genomics ◽

10.1016/j.ygeno.2016.05.001 ◽

2016 ◽

Vol 107 (6) ◽

pp. 231-238 ◽

Cited By ~ 58

Author(s):

Fatemeh Vafaee Sharbaf ◽

Sara Mosafer ◽

Mohammad Hossein Moattar

Keyword(s):

Ant Colony Optimization ◽

Microarray Data ◽

Gene Selection ◽

Learning Automata ◽

Data Classification ◽

Ant Colony ◽

Hybrid Gene ◽

Selection Approach ◽

Cellular Learning Automata

Download Full-text

Improving Microarray Data Classification Using Optimized Clustering-Based Hybrid Gene Selection Algorithm

Journal of Advanced Research in Dynamical and Control Systems ◽

10.5373/jardcs/v12sp3/20201283 ◽

2020 ◽

Vol 51 (SP3) ◽

pp. 486-495

Author(s):

Saravanakumar D.

Keyword(s):

Microarray Data ◽

Gene Selection ◽

Data Classification ◽

Selection Algorithm ◽

Hybrid Gene ◽

Gene Selection Algorithm

Download Full-text

A Hybrid Gene Selection Method for Microarray Data Based on Geodesic Distance and Binary Particle Swarm Optimization

IOP Conference Series Materials Science and Engineering ◽

10.1088/1757-899x/490/4/042014 ◽

2019 ◽

Vol 490 ◽

pp. 042014

Author(s):

Ying Xiong ◽

Fei Han

Keyword(s):

Particle Swarm Optimization ◽

Microarray Data ◽

Gene Selection ◽

Geodesic Distance ◽

Particle Swarm ◽

Selection Method ◽

Binary Particle Swarm Optimization ◽

Gene Selection Method ◽

Hybrid Gene ◽

Swarm Optimization

Download Full-text

A Review of Gene Selection Tools in Classifying Cancer Microarray Data

Current Bioinformatics ◽

10.2174/1574893610666151026215104 ◽

2017 ◽

Vol 12 (3) ◽

pp. 202-212 ◽

Cited By ~ 4

Author(s):

Tham W. Shi ◽

Wong S. Kah ◽

Mohd S. Mohamad ◽

Kohbalan Moorthy ◽

Safaai Deris ◽

...

Keyword(s):

Microarray Data ◽

Gene Selection ◽

Selection Tools

Download Full-text

A Novel Hybrid Gene Selection Based on Random Forest Approach and Binary Dragonfly Algorithm

10.1109/cce53527.2021.9633105 ◽

2021 ◽

Author(s):

Sayed Pedram Haeri Boroujeni ◽

Elnaz Pashaei

Keyword(s):

Random Forest ◽

Gene Selection ◽

Hybrid Gene ◽

Dragonfly Algorithm

Download Full-text