Algorithms for Intelligent Systems - Evolutionary Machine Learning Techniques

EvoloPy-FS: An Open-Source Nature-Inspired Optimization Framework in Python for Feature Selection

Algorithms for Intelligent Systems - Evolutionary Machine Learning Techniques ◽

10.1007/978-981-32-9990-0_8 ◽

2019 ◽

pp. 131-173 ◽

Cited By ~ 5

Author(s):

Ruba Abu Khurma ◽

Ibrahim Aljarah ◽

Ahmad Sharieh ◽

Seyedali Mirjalili

Keyword(s):

Feature Selection ◽

Open Source ◽

Optimization Framework

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Multi-objective Particle Swarm Optimization: Theory, Literature Review, and Application in Feature Selection for Medical Diagnosis

Algorithms for Intelligent Systems - Evolutionary Machine Learning Techniques ◽

10.1007/978-981-32-9990-0_9 ◽

2019 ◽

pp. 175-201

Author(s):

Maria Habib ◽

Ibrahim Aljarah ◽

Hossam Faris ◽

Seyedali Mirjalili

Keyword(s):

Feature Selection ◽

Particle Swarm Optimization ◽

Literature Review ◽

Medical Diagnosis ◽

Particle Swarm ◽

Optimization Theory ◽

Swarm Optimization ◽

Multi Objective ◽

Selection For

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Evolving Genetic Programming Models for Predicting Quantities of Adhesive Wear in Low and Medium Carbon Steel

Algorithms for Intelligent Systems - Evolutionary Machine Learning Techniques ◽

10.1007/978-981-32-9990-0_7 ◽

2019 ◽

pp. 113-127

Author(s):

Rana Faris ◽

Bara’a Almasri ◽

Hossam Faris ◽

Faris M. AL-Oqla ◽

Doraid Dalalah

Keyword(s):

Carbon Steel ◽

Genetic Programming ◽

Adhesive Wear ◽

Medium Carbon Steel ◽

Programming Models ◽

Medium Carbon

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Link Prediction Using Evolutionary Neural Network Models

Algorithms for Intelligent Systems - Evolutionary Machine Learning Techniques ◽

10.1007/978-981-32-9990-0_6 ◽

2019 ◽

pp. 85-111

Author(s):

Rawan I. Yaghi ◽

Hossam Faris ◽

Ibrahim Aljarah ◽

Ala’ M. Al-Zoubi ◽

Ali Asghar Heidari ◽

...

Keyword(s):

Neural Network ◽

Link Prediction ◽

Network Models ◽

Neural Network Models ◽

Evolutionary Neural Network

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Salp Chain-Based Optimization of Support Vector Machines and Feature Weighting for Medical Diagnostic Information Systems

Algorithms for Intelligent Systems - Evolutionary Machine Learning Techniques ◽

10.1007/978-981-32-9990-0_2 ◽

2019 ◽

pp. 11-34

Author(s):

Ala’ M. Al-Zoubi ◽

Ali Asghar Heidari ◽

Maria Habib ◽

Hossam Faris ◽

Ibrahim Aljarah ◽

...

Keyword(s):

Information Systems ◽

Support Vector Machines ◽

Diagnostic Information ◽

Feature Weighting ◽

Support Vector ◽

Vector Machines ◽

Medical Diagnostic

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Autonomous Robot Navigation Using Moth-Flame-Based Neuroevolution

Algorithms for Intelligent Systems - Evolutionary Machine Learning Techniques ◽

10.1007/978-981-32-9990-0_5 ◽

2019 ◽

pp. 67-83 ◽

Cited By ~ 3

Author(s):

Seyed Mohammad Jafar Jalali ◽

Rachid Hedjam ◽

Abbas Khosravi ◽

Ali Asghar Heidari ◽

Seyedali Mirjalili ◽

...

Keyword(s):

Robot Navigation ◽

Autonomous Robot ◽

Autonomous Robot Navigation

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Evolutionary and Swarm-Based Feature Selection for Imbalanced Data Classification

Algorithms for Intelligent Systems - Evolutionary Machine Learning Techniques ◽

10.1007/978-981-32-9990-0_11 ◽

2019 ◽

pp. 231-250 ◽

Cited By ~ 1

Author(s):

Feras Namous ◽

Hossam Faris ◽

Ali Asghar Heidari ◽

Monther Khalafat ◽

Rami S. Alkhawaldeh ◽

...

Keyword(s):

Feature Selection ◽

Imbalanced Data ◽

Data Classification ◽

Imbalanced Data Classification ◽

Selection For

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Multi-objective Particle Swarm Optimization for Botnet Detection in Internet of Things

Algorithms for Intelligent Systems - Evolutionary Machine Learning Techniques ◽

10.1007/978-981-32-9990-0_10 ◽

2019 ◽

pp. 203-229 ◽

Cited By ~ 1

Author(s):

Maria Habib ◽

Ibrahim Aljarah ◽

Hossam Faris ◽

Seyedali Mirjalili

Keyword(s):

Particle Swarm Optimization ◽

Internet Of Things ◽

Particle Swarm ◽

Botnet Detection ◽

Swarm Optimization ◽

Multi Objective

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Support Vector Machine: Applications and Improvements Using Evolutionary Algorithms

Algorithms for Intelligent Systems - Evolutionary Machine Learning Techniques ◽

10.1007/978-981-32-9990-0_3 ◽

2019 ◽

pp. 35-50 ◽

Cited By ~ 1

Author(s):

Seyed Hamed Hashemi Mehne ◽

Seyedali Mirjalili

Keyword(s):

Support Vector Machine ◽

Evolutionary Algorithms ◽

Support Vector

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Binary Harris Hawks Optimizer for High-Dimensional, Low Sample Size Feature Selection

Algorithms for Intelligent Systems - Evolutionary Machine Learning Techniques ◽

10.1007/978-981-32-9990-0_12 ◽

2019 ◽

pp. 251-272 ◽

Cited By ~ 8

Author(s):

Thaer Thaher ◽

Ali Asghar Heidari ◽

Majdi Mafarja ◽

Jin Song Dong ◽

Seyedali Mirjalili

Keyword(s):

Feature Selection ◽

Sample Size ◽

High Dimensional

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Algorithms for Intelligent Systems - Evolutionary Machine Learning Techniques
Latest Publications

TOTAL DOCUMENTS

H-INDEX

Published By Springer Singapore

EvoloPy-FS: An Open-Source Nature-Inspired Optimization Framework in Python for Feature Selection

Multi-objective Particle Swarm Optimization: Theory, Literature Review, and Application in Feature Selection for Medical Diagnosis

Evolving Genetic Programming Models for Predicting Quantities of Adhesive Wear in Low and Medium Carbon Steel

Link Prediction Using Evolutionary Neural Network Models

Salp Chain-Based Optimization of Support Vector Machines and Feature Weighting for Medical Diagnostic Information Systems

Autonomous Robot Navigation Using Moth-Flame-Based Neuroevolution

Evolutionary and Swarm-Based Feature Selection for Imbalanced Data Classification

Multi-objective Particle Swarm Optimization for Botnet Detection in Internet of Things

Support Vector Machine: Applications and Improvements Using Evolutionary Algorithms

Binary Harris Hawks Optimizer for High-Dimensional, Low Sample Size Feature Selection

Export Citation Format

Algorithms for Intelligent Systems - Evolutionary Machine Learning TechniquesLatest Publications

TOTAL DOCUMENTS

H-INDEX

Published By Springer Singapore

EvoloPy-FS: An Open-Source Nature-Inspired Optimization Framework in Python for Feature Selection

Multi-objective Particle Swarm Optimization: Theory, Literature Review, and Application in Feature Selection for Medical Diagnosis

Evolving Genetic Programming Models for Predicting Quantities of Adhesive Wear in Low and Medium Carbon Steel

Link Prediction Using Evolutionary Neural Network Models

Salp Chain-Based Optimization of Support Vector Machines and Feature Weighting for Medical Diagnostic Information Systems

Autonomous Robot Navigation Using Moth-Flame-Based Neuroevolution

Evolutionary and Swarm-Based Feature Selection for Imbalanced Data Classification

Multi-objective Particle Swarm Optimization for Botnet Detection in Internet of Things

Support Vector Machine: Applications and Improvements Using Evolutionary Algorithms

Binary Harris Hawks Optimizer for High-Dimensional, Low Sample Size Feature Selection

Algorithms for Intelligent Systems - Evolutionary Machine Learning Techniques
Latest Publications