D-Index & Metrics Best Publications

D-Index & Metrics

Discipline name D-index D-index (Discipline H-index) only includes papers and citation values for an examined discipline in contrast to General H-index which accounts for publications across all disciplines. Citations Publications World Ranking National Ranking
Computer Science D-index 39 Citations 6,516 106 World Ranking 4801 National Ranking 2

Overview

What is he best known for?

The fields of study he is best known for:

  • Artificial intelligence
  • Machine learning
  • Artificial neural network

His primary areas of study are Artificial intelligence, Feature selection, Metaheuristic, Machine learning and Swarm intelligence. In his research, Benchmark is intimately related to Optimization problem, which falls under the overarching field of Artificial intelligence. His studies deal with areas such as Algorithm, Feature, Data mining and Genetic algorithm as well as Feature selection.

His Metaheuristic study which covers Mutation operator that intersects with Feature, Task and Sigmoid function. His work on Fitness proportionate selection and Tournament selection as part of general Machine learning research is frequently linked to Swarming and Data flow diagram, bridging the gap between disciplines. His Swarm intelligence research incorporates elements of Context, Global optimization, Variety and Salp swarm algorithm, Optimization algorithm.

His most cited work include:

  • Harris hawks optimization: Algorithm and applications (565 citations)
  • Optimizing connection weights in neural networks using the whale optimization algorithm (278 citations)
  • An efficient binary Salp Swarm Algorithm with crossover scheme for feature selection problems (240 citations)

What are the main themes of his work throughout his whole career to date?

His primary scientific interests are in Artificial intelligence, Machine learning, Feature selection, Data mining and Cluster analysis. His Artificial intelligence research focuses on Particle swarm optimization and how it connects with Genetic algorithm and Intrusion detection system. His work on Evolutionary algorithm and Naive Bayes classifier as part of general Machine learning study is frequently linked to Set, bridging the gap between disciplines.

His research in Feature selection tackles topics such as Crossover which are related to areas like Supervised learning. His study on Decision tree is often connected to Process as part of broader study in Data mining. Ibrahim Aljarah interconnects Swarm intelligence, Optimization problem and Global optimization in the investigation of issues within Metaheuristic.

He most often published in these fields:

  • Artificial intelligence (49.15%)
  • Machine learning (34.75%)
  • Feature selection (28.81%)

What were the highlights of his more recent work (between 2019-2021)?

  • Artificial intelligence (49.15%)
  • Feature selection (28.81%)
  • Machine learning (34.75%)

In recent papers he was focusing on the following fields of study:

The scientist’s investigation covers issues in Artificial intelligence, Feature selection, Machine learning, Cluster analysis and Metaheuristic. His Artificial intelligence research integrates issues from Particle swarm optimization and Pattern recognition. His work deals with themes such as Evolutionary algorithm, Data mining and Moth flame optimization, which intersect with Feature selection.

The Machine learning study combines topics in areas such as Local optimum and Feature extraction. His studies in Metaheuristic integrate themes in fields like Optimization problem, Locality, Dragonfly algorithm and Nature inspired. His work in Optimization problem tackles topics such as Benchmark which are related to areas like Optimal design.

Between 2019 and 2021, his most popular works were:

  • An enhanced associative learning-based exploratory whale optimizer for global optimization (42 citations)
  • Unsupervised intelligent system based on one class support vector machine and Grey Wolf optimization for IoT botnet detection (40 citations)
  • Salp swarm algorithm: Theory, literature review, and application in extreme learning machines (36 citations)

In his most recent research, the most cited papers focused on:

  • Artificial intelligence
  • Machine learning
  • Artificial neural network

Ibrahim Aljarah spends much of his time researching Artificial intelligence, Feature selection, Metaheuristic, Machine learning and Optimization problem. His Feature selection research is multidisciplinary, incorporating perspectives in Evolutionary algorithm, Data mining, Salp swarm algorithm and Dimensionality reduction. His Evolutionary algorithm study incorporates themes from Expert system, Aggregate and Benchmark.

The various areas that Ibrahim Aljarah examines in his Metaheuristic study include Local optimum, Locality, Dragonfly algorithm and Cluster analysis. His work on Swarm intelligence as part of his general Machine learning study is frequently connected to Open source, thereby bridging the divide between different branches of science. His Optimization problem research includes themes of Local search, Hill climbing and Global optimization.

This overview was generated by a machine learning system which analysed the scientist’s body of work. If you have any feedback, you can contact us here.

Best Publications

Harris hawks optimization: Algorithm and applications

Ali Asghar Heidari;Ali Asghar Heidari;Seyedali Mirjalili;Hossam Faris;Ibrahim Aljarah.
Future Generation Computer Systems (2019)

696 Citations

Optimizing connection weights in neural networks using the whale optimization algorithm

Ibrahim Aljarah;Hossam Faris;Seyedali Mirjalili.
soft computing (2018)

333 Citations

An efficient binary Salp Swarm Algorithm with crossover scheme for feature selection problems

Hossam Faris;Majdi M. Mafarja;Ali Asghar Heidari;Ibrahim Aljarah.
Knowledge Based Systems (2018)

284 Citations

Grey wolf optimizer: a review of recent variants and applications

Hossam Faris;Ibrahim Aljarah;Mohammed Azmi Al-Betar;Seyedali Mirjalili.
Neural Computing and Applications (2018)

256 Citations

Evolutionary Population Dynamics and Grasshopper Optimization approaches for feature selection problems

Majdi M. Mafarja;Ibrahim Aljarah;Ali Asghar Heidari;Abdelaziz I. Hammouri.
Knowledge Based Systems (2017)

242 Citations

Grasshopper optimization algorithm for multi-objective optimization problems

Seyedeh Zahra Mirjalili;Seyedali Mirjalili;Shahrzad Saremi;Hossam Faris.
Applied Intelligence (2018)

226 Citations

Binary grasshopper optimisation algorithm approaches for feature selection problems

Majdi M. Mafarja;Ibrahim Aljarah;Hossam Faris;Abdelaziz I. Hammouri.
Expert Systems With Applications (2019)

219 Citations

Mining Educational Data to Predict Student’s academic Performance using Ensemble Methods

Elaf Abu Amrieh;Thair Hamtini;Ibrahim Aljarah.
International journal of database theory and application (2016)

189 Citations

Binary dragonfly optimization for feature selection using time-varying transfer functions

Majdi M. Mafarja;Ibrahim Aljarah;Ali Asghar Heidari;Hossam Faris.
Knowledge Based Systems (2018)

173 Citations

An efficient hybrid multilayer perceptron neural network with grasshopper optimization

Ali Asghar Heidari;Hossam Faris;Ibrahim Aljarah;Seyedali Mirjalili.
soft computing (2019)

163 Citations

Best Scientists Citing Ibrahim Aljarah

Ali Asghar Heidari

Ali Asghar Heidari

National University of Singapore

Publications: 132

Huiling Chen

Huiling Chen

Wenzhou University

Publications: 111

Mohamed Abd Elaziz

Mohamed Abd Elaziz

Zagazig University

Publications: 55

Mohammed Azmi Al-Betar

Mohammed Azmi Al-Betar

Ajman University of Science and Technology

Publications: 44

Seyedali Mirjalili

Seyedali Mirjalili

Torrens University Australia

Publications: 30

Hossein Moayedi

Hossein Moayedi

Ton Duc Thang University

Publications: 21

Ali Riza Yildiz

Ali Riza Yildiz

Uludağ University

Publications: 21

Hossam Faris

Hossam Faris

University of Jordan

Publications: 17

Sadiq M. Sait

Sadiq M. Sait

King Fahd University of Petroleum and Minerals

Publications: 15

Ozgur Kisi

Ozgur Kisi

Ilia State University

Publications: 15

Zaher Mundher Yaseen

Zaher Mundher Yaseen

Al Ayen University

Publications: 14

Ahmed El-Shafie

Ahmed El-Shafie

University of Malaya

Publications: 14

Amir H. Gandomi

Amir H. Gandomi

University of Technology Sydney

Publications: 13

Amir Mosavi

Amir Mosavi

Óbuda University

Publications: 11

Ajith Abraham

Ajith Abraham

Machine Intelligence Research Labs

Publications: 11

Jianzhou Wang

Jianzhou Wang

Dongbei University of Finance and Economics

Publications: 11

Profile was last updated on December 6th, 2021.
Research.com Ranking is based on data retrieved from the Microsoft Academic Graph (MAG).
The ranking d-index is inferred from publications deemed to belong to the considered discipline.

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