Two-Steps Wrapper-Based Feature Selection in Classification: A Comparison Between Continuous and Binary Variants of Cuckoo Optimisation Algorithm

Machine Learning and Data Mining for Emerging Trend in Cyber Dynamics ◽

10.1007/978-3-030-66288-2_6 ◽

2021 ◽

pp. 145-175

Author(s):

Ali Muhammad Usman ◽

Umi Kalsom Yusof ◽

Syibrah Naim

Keyword(s):

Feature Selection ◽

Optimisation Algorithm

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An efficient binary whale optimisation algorithm with optimum path forest for feature selection

International Journal of Computer Applications in Technology ◽

10.1504/ijcat.2020.107913 ◽

2020 ◽

Vol 63 (1/2) ◽

pp. 41

Author(s):

Ahmed Samy ◽

Khalid M. Hosny ◽

Abdel Naser H. Zaied

Keyword(s):

Feature Selection ◽

Optimisation Algorithm ◽

Optimum Path

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Binary Cuckoo Optimisation Algorithm and Information Theory for Filter-Based Feature Selection

Lecture Notes on Data Engineering and Communications Technologies - Innovative Systems for Intelligent Health Informatics ◽

10.1007/978-3-030-70713-2_31 ◽

2021 ◽

pp. 324-338

Author(s):

Ali Muhammad Usman ◽

Umi Kalsom Yusof ◽

Syibrah Naim

Keyword(s):

Information Theory ◽

Feature Selection ◽

Optimisation Algorithm

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Feature selection and instance selection using cuttlefish optimisation algorithm through tabu search

International Journal of Enterprise Network Management ◽

10.1504/ijenm.2020.10025348 ◽

2020 ◽

Vol 11 (1) ◽

pp. 32

Author(s):

V. Karunakaran ◽

V. Rajasekar ◽

M. Suganthi

Keyword(s):

Feature Selection ◽

Tabu Search ◽

Instance Selection ◽

Optimisation Algorithm

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Feature selection using improved lion optimisation algorithm for breast cancer classification

International Journal of Bio-Inspired Computation ◽

10.1504/ijbic.2019.10025528 ◽

2019 ◽

Vol 14 (4) ◽

pp. 237

Author(s):

M. Suganthi ◽

S. Selvarajan ◽

M.N. Sudha

Keyword(s):

Breast Cancer ◽

Feature Selection ◽

Cancer Classification ◽

Breast Cancer Classification ◽

Optimisation Algorithm

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Binary grasshopper optimisation algorithm approaches for feature selection problems

Expert Systems with Applications ◽

10.1016/j.eswa.2018.09.015 ◽

2019 ◽

Vol 117 ◽

pp. 267-286 ◽

Cited By ~ 99

Author(s):

Majdi Mafarja ◽

Ibrahim Aljarah ◽

Hossam Faris ◽

Abdelaziz I. Hammouri ◽

Ala’ M. Al-Zoubi ◽

...

Keyword(s):

Feature Selection ◽

Selection Problems ◽

Optimisation Algorithm

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Whale Optimisation Algorithm for high-dimensional small-instance feature selection

International Journal of Parallel Emergent and Distributed Systems ◽

10.1080/17445760.2019.1617866 ◽

2019 ◽

pp. 1-17 ◽

Cited By ~ 5

Author(s):

Majdi Mafarja ◽

Iyad Jaber ◽

Sobhi Ahmed ◽

Thaer Thaher

Keyword(s):

Feature Selection ◽

High Dimensional ◽

Optimisation Algorithm

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Feature selection and instance selection using cuttlefish optimisation algorithm through tabu search

International Journal of Enterprise Network Management ◽

10.1504/ijenm.2020.103907 ◽

2020 ◽

Vol 11 (1) ◽

pp. 32

Author(s):

V. Karunakaran ◽

M. Suganthi ◽

V. Rajasekar

Keyword(s):

Feature Selection ◽

Tabu Search ◽

Instance Selection ◽

Optimisation Algorithm

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Multi-objective Wrapper-Based Feature Selection Using Binary Cuckoo Optimisation Algorithm: A Comparison Between NSGAII and NSGAIII

International Conference on Emerging Applications and Technologies for Industry 4.0 (EATI’2020) - Lecture Notes in Networks and Systems ◽

10.1007/978-3-030-80216-5_10 ◽

2021 ◽

pp. 124-136

Author(s):

Ali Muhammad Usman ◽

Umi Kalsom Yusof ◽

Syibrah Naim ◽

Ali Usman Abdullahi ◽

Abubakar Mu’azu Ahmed ◽

...

Keyword(s):

Feature Selection ◽

Multi Objective ◽

Optimisation Algorithm

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Community-Grouping Based Particle Swarm optimisation Algorithm for Feature Selection

2020 IEEE Congress on Evolutionary Computation (CEC) ◽

10.1109/cec48606.2020.9185504 ◽

2020 ◽

Author(s):

Jianfeng Qiu ◽

Jiangchuan Wan ◽

Lei Zhang ◽

Fan Cheng ◽

Yongkang Luo

Keyword(s):

Feature Selection ◽

Particle Swarm ◽

Particle Swarm Optimisation ◽

Optimisation Algorithm ◽

Particle Swarm Optimisation Algorithm

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An efficient binary whale optimisation algorithm with optimum path forest for feature selection

International Journal of Computer Applications in Technology ◽

10.1504/ijcat.2020.10030082 ◽

2020 ◽

Vol 63 (1/2) ◽

pp. 41

Author(s):

Ahmed Samy ◽

Abdel Naser H. Zaied ◽

Khalid M. Hosny

Keyword(s):

Feature Selection ◽

Optimisation Algorithm ◽

Optimum Path

Download Full-text