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Articles (36)
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Island flower pollination algorithm for global optimization

Al-Betar, Mohammed Azmi, Awadallah, Mohammed A., Abu Doush, Iyad, Hammouri, Abdelaziz I., Mafarja, Majdi, Alyasseri, Zaid Abdi Alkareem

Journal:

The Journal of Supercomputing

Année:

2019

Langue:

english

Fichier:

PDF, 1.72 MB

english, 2019

Binary grasshopper optimisation algorithm approaches for feature selection problems

Mafarja, Majdi, Aljarah, Ibrahim, Faris, Hossam, Hammouri, Abdelaziz I., Al-Zoubi, Ala’ M., Mirjalili, Seyedali

Journal:

Expert Systems with Applications

Année:

2019

Langue:

english

Fichier:

PDF, 7.55 MB

english, 2019

Hybrid Whale Optimization Algorithm with Simulated Annealing for Feature Selection

Mafarja, Majdi M., Mirjalili, Seyedali

Journal:

Neurocomputing

Année:

2017

Langue:

english

Fichier:

PDF, 933 KB

english, 2017

[ACM Press the International Conference - Cambridge, United Kingdom (2017.07.19-2017.07.20)] Proceedings of the International Conference on Future Networks and Distributed Systems - ICFNDS '17 - S-Shaped vs. V-Shaped Transfer Functions for Ant Lion Optimization Algorithm in Feature Selection Problem

Mafarja, Majdi, Eleyan, Derar, Abdullah, Salwani, Mirjalili, Seyedali

Année:

2017

Langue:

english

Fichier:

PDF, 1.23 MB

english, 2017

Iterated feature selection algorithms with layered recurrent neural network for software fault prediction

Turabieh, Hamza, Mafarja, Majdi, Li, Xiaodong

Journal:

Expert Systems with Applications

Année:

2019

Langue:

english

Fichier:

PDF, 2.91 MB

english, 2019

Evolving neural networks using bird swarm algorithm for data classification and regression applications

Aljarah, Ibrahim, Faris, Hossam, Mirjalili, Seyedali, Al-Madi, Nailah, Sheta, Alaa, Mafarja, Majdi

Journal:

Cluster Computing

Année:

2019

Fichier:

PDF, 3.22 MB

2019

[Springer Series on Fluorescence] || Dragonfly Algorithm: Theory, Literature Review, and Application in Feature Selection

Mafarja, Majdi

Année:

2019

Fichier:

PDF, 709 KB

2019

Clustering analysis using a novel locality-informed grey wolf-inspired clustering approach

Aljarah, Ibrahim, Mafarja, Majdi, Heidari, Ali Asghar, Faris, Hossam, Mirjalili, Seyedali

Journal:

Knowledge and Information Systems

Année:

2019

Langue:

english

Fichier:

PDF, 2.04 MB

english, 2019

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

Mafarja, Majdi, Jaber, Iyad, Ahmed, Sobhi, Thaher, Thaer

Journal:

International Journal of Parallel Emergent and Distributed Systems

Année:

2019

Langue:

english

Fichier:

PDF, 1.94 MB

english, 2019

Time-varying hierarchical chains of salps with random weight networks for feature selection

Faris, Hossam, Heidari, Ali Asghar, Al-Zoubi, Ala’ M., Mafarja, Majdi, Aljarah, Ibrahim, Eshtay, Mohammed, Mirjalili, Seyedali

Journal:

Expert Systems with Applications

Année:

2020

Langue:

english

Fichier:

PDF, 1.91 MB

english, 2020

A fuzzy record-to-record travel algorithm for solving rough set attribute reduction

Mafarja, Majdi, Abdullah, Salwani

Journal:

International Journal of Systems Science

Année:

2015

Langue:

english

Fichier:

PDF, 570 KB

english, 2015

[IEEE 2011 Eighth International Conference on Fuzzy Systems and Knowledge Discovery (FSKD) - Shanghai, China (2011.07.26-2011.07.28)] 2011 Eighth International Conference on Fuzzy Systems and Knowledge Discovery (FSKD) - Modified great deluge for attribute reduction in rough set theory

Mafarja, Majdi, Abdullah, Salwani

Année:

2011

Langue:

english

Fichier:

PDF, 603 KB

english, 2011

Investigating memetic algorithm in solving rough set attribute reduction

Mafarja, Majdi, Abdullah, Salwani

Journal:

International Journal of Computer Applications in Technology

Année:

2013

Langue:

english

Fichier:

PDF, 217 KB

english, 2013

Whale Optimization Approaches for Wrapper Feature Selection

Mafarja, Majdi M., Mirjalili, Seyedali

Journal:

Applied Soft Computing

Année:

2017

Langue:

english

Fichier:

PDF, 4.63 MB

english, 2017

Evolutionary Population Dynamics and Grasshopper Optimization Approaches for Feature Selection Problems

Mafarja, Majdi, Aljarah, Ibrahim, Heidari, Ali Asghar, Hammouri, Abdelaziz I., Faris, Hossam, Al-Zoubi, Ala’M., Mirjalili, Seyedali

Journal:

Knowledge-Based Systems

Année:

2017

Langue:

english

Fichier:

PDF, 1.40 MB

english, 2017

[IEEE 2017 International Conference on New Trends in Computing Sciences (ICTCS) - Amman (2017.10.11-2017.10.13)] 2017 International Conference on New Trends in Computing Sciences (ICTCS) - Binary Dragonfly Algorithm for Feature Selection

Mafarja, Majdi M., Eleyan, Derar, Jaber, Iyad, Hammouri, Abdelaziz, Mirjalili, Seyedali

Année:

2017

Langue:

english

Fichier:

PDF, 292 KB

english, 2017

An Efficient Binary Salp Swarm Algorithm with Crossover Scheme for Feature Selection Problems

Faris, Hossam, Mafarja, Majdi M., Heidari, Ali Asghar, Aljarah, Ibrahim, Al-Zoubi, Ala’ M., Mirjalili, Seyedali, Fujita, Hamido

Journal:

Knowledge-Based Systems

Année:

2018

Langue:

english

Fichier:

PDF, 1.41 MB

english, 2018

Hybrid binary ant lion optimizer with rough set and approximate entropy reducts for feature selection

Mafarja, Majdi M., Mirjalili, Seyedali

Journal:

Soft Computing - A Fusion of Foundations, Methodologies and Applications

Année:

2018

Langue:

english

Fichier:

PDF, 1.43 MB

english, 2018

Asynchronous Accelerating Multi-leader Salp Chains for Feature Selection

Aljarah, Ibrahim, Mafarja, Majdi, Heidari, Ali Asghar, Faris, Hossam, Zhang, Yong, Mirjalili, Seyedali

Journal:

Applied Soft Computing

Année:

2018

Langue:

english

Fichier:

PDF, 1.34 MB

english, 2018

An Intelligent System for Spam Detection and Identification of the most Relevant Features based on Evolutionary Random Weight Networks

Faris, Hossam, Al-Zoubi, Ala’ M., Heidari, Ali Asghar, Aljarah, Ibrahim, Mafarja, Majdi, Hassonah, Mohammad A., Fujita, Hamido

Journal:

Information Fusion

Année:

2018

Langue:

english

Fichier:

PDF, 2.26 MB

english, 2018

Binary Dragonfly Optimization for Feature Selection using Time-Varying Transfer functions

Mafarja, Majdi, Aljarah, Ibrahim, Heidari, Ali Asghar, Faris, Hossam, Fournier-Viger, Philippe, Li, Xiaodong, Mirjalili, Seyedali

Journal:

Knowledge-Based Systems

Année:

2018

Langue:

english

Fichier:

PDF, 2.87 MB

english, 2018

[ACM Press the 2nd International Conference - Amman, Jordan (2018.06.26-2018.06.27)] Proceedings of the 2nd International Conference on Future Networks and Distributed Systems - ICFNDS '18 - Training neural networks using Salp Swarm Algorithm for pattern classification

Abusnaina, Ahmed A., Ahmad, Sobhi, Jarrar, Radi, Mafarja, Majdi

Année:

2018

Langue:

english

Fichier:

PDF, 901 KB

english, 2018

[ACM Press the 2nd International Conference - Amman, Jordan (2018.06.26-2018.06.27)] Proceedings of the 2nd International Conference on Future Networks and Distributed Systems - ICFNDS '18 - Feature selection using binary particle swarm optimization with time varying inertia weight strategies

Mafarja, Majdi, Jarrar, Radi, Ahmad, Sobhi, Abusnaina, Ahmed A.

Année:

2018

Langue:

english

Fichier:

PDF, 705 KB

english, 2018

[ACM Press the 2nd International Conference - Phuket, Thailand (2018.03.24-2018.03.25)] Proceedings of the 2nd International Conference on Intelligent Systems, Metaheuristics & Swarm Intelligence - ISMSI '18 - Feature Selection Using Salp Swarm Algorithm with Chaos

Ahmed, Sobhi, Mafarja, Majdi, Faris, Hossam, Aljarah, Ibrahim

Année:

2018

Langue:

english

Fichier:

PDF, 585 KB

english, 2018

[ACM Press the 2nd International Conference - Amman, Jordan (2018.06.26-2018.06.27)] Proceedings of the 2nd International Conference on Future Networks and Distributed Systems - ICFNDS '18 - Rank based binary particle swarm optimisation for feature selection in classification

Mafarja, Majdi, Sabar, Nasser R.

Année:

2018

Langue:

english

Fichier:

PDF, 493 KB

english, 2018

Evolving neural networks using bird swarm algorithm for data classification and regression applications

Aljarah, Ibrahim, Faris, Hossam, Mirjalili, Seyedali, Al-Madi, Nailah, Sheta, Alaa, Mafarja, Majdi

Journal:

Cluster Computing

Année:

2019

Langue:

english

Fichier:

PDF, 3.22 MB

english, 2019

Feature selection using binary grey wolf optimizer with elite-based crossover for Arabic text classification

Chantar, Hamouda, Mafarja, Majdi, Alsawalqah, Hamad, Heidari, Ali Asghar, Aljarah, Ibrahim, Faris, Hossam

Journal:

Neural Computing and Applications

Année:

2019

Langue:

english

Fichier:

PDF, 2.67 MB

english, 2019

Efficient Hybrid Nature-Inspired Binary Optimizers for Feature Selection

Mafarja, Majdi, Qasem, Asma, Heidari, Ali Asghar, Aljarah, Ibrahim, Faris, Hossam, Mirjalili, Seyedali

Journal:

Cognitive Computation

Année:

2019

Langue:

english

Fichier:

PDF, 1.67 MB

english, 2019

Dynamic Adaptive Network-Based Fuzzy Inference System (D-ANFIS) for the imputation of missing data for Internet of Medical Things Applications

Turabieh, Hamza, Mafarja, Majdi, Mirjalili, Seyedali

Journal:

IEEE Internet of Things Journal

Année:

2019

Langue:

english

Fichier:

PDF, 1.02 MB

english, 2019

Boosting Salp Swarm Algorithm by Sine Cosine algorithm and Disrupt Operator for Feature Selection

Neggaz, Nabil, Ewees, Ahmed A., Elaziz, Mohamed Abd, Mafarja, Majdi

Journal:

Expert Systems with Applications

Année:

2019

Langue:

english

Fichier:

PDF, 8.00 MB

english, 2019

Boosting Salp Swarm Algorithm by Sine Cosine algorithm and Disrupt Operator for Feature Selection

Neggaz, Nabil, Ewees, Ahmed A., Elaziz, Mohamed Abd, Mafarja, Majdi

Journal:

Expert Systems with Applications

Année:

2019

Fichier:

PDF, 8.00 MB

2019

[IEEE 2019 2nd International Conference on new Trends in Computing Sciences (ICTCS) - Amman, Jordan (2019.10.9-2019.10.11)] 2019 2nd International Conference on new Trends in Computing Sciences (ICTCS) - Wrapper-based Feature Selection for Imbalanced Data using Binary Queuing Search Algorithm

Thaher, Thaer, Mafarja, Majdi, Abdalhaq, Baker, Chantar, Hamouda

Année:

2019

Fichier:

PDF, 184 KB

2019

Island artificial bee colony for global optimization

Awadallah, Mohammed A., Al-Betar, Mohammed Azmi, Bolaji, Asaju Laâaro, Doush, Iyad Abu, Hammouri, Abdelaziz I., Mafarja, Majdi

Journal:

Soft Computing - A Fusion of Foundations, Methodologies and Applications

Année:

2020

Fichier:

PDF, 1.69 MB

2020

An improved Dragonfly Algorithm for feature selection

Hammouri, Abdelaziz I., Mafarja, Majdi, Al-Betar, Mohammed Azmi, Awadallah, Mohammed A., Abu-Doush, Iyad

Journal:

Knowledge-Based Systems

Année:

2020

Fichier:

PDF, 1.14 MB

2020

A hybrid mine blast algorithm for feature selection problems

Alweshah, Mohammed, Alkhalaileh, Saleh, Albashish, Dheeb, Mafarja, Majdi, Bsoul, Qusay, Dorgham, Osama

Journal:

Soft Computing - A Fusion of Foundations, Methodologies and Applications

Année:

2020

Fichier:

PDF, 1.88 MB

2020

A Dynamic Locality Multi-Objective Salp Swarm Algorithm for Feature Selection

Aljarah, Ibrahim, Habib, Maria, Faris, Hossam, Al-Madi, Nailah, Heidari, Ali Asghar, Mafarja, Majdi, Elaziz, Mohamed Abd, Mirjalili, Seyedali

Journal:

Computers & Industrial Engineering

Année:

2020

Fichier:

PDF, 1.98 MB

2020