Publication List of Ali Asghar Heidari

Face Image Segmentation Using Boosted Grey Wolf Optimizer

Authors: Zhang, Hongliang and Cai, Zhennao and Xiao, Lei and Heidari, Ali Asghar and Chen, Huiling and Zhao, Dong and Wang, Shuihua and Zhang, Yudong

Journal: Biomimetics

Volume: 8

Number: 6

Year: 2023

Pages: 484

DOI: 10.3390/biomimetics8060484

An Enhanced Hunger Games Search Optimization with Application to Constrained Engineering Optimization Problems

Authors: Lin, Yaoyao and Heidari, Ali Asghar and Wang, Shuihua and Chen, Huiling and Zhang, Yudong

Journal: Biomimetics

Volume: 8

Number: 5

Year: 2023

Pages: 441

DOI: 10.3390/biomimetics8050441

Improved Colony Predation Algorithm Optimized Convolutional Neural Networks for Electrocardiogram Signal Classification

Authors: He, Xinxin and Shan, Weifeng and Zhang, Ruilei and Heidari, Ali Asghar and Chen, Huiling and Zhang, Yudong

Journal: Biomimetics

Volume: 8

Number: 3

Year: 2023

Pages: 268

DOI: 10.3390/biomimetics8030268

A Boosted Communicational Salp Swarm Algorithm: Performance Optimization and Comprehensive Analysis

Authors: Lin, Chao and Wang, Pengjun and Heidari, Ali Asghar and Zhao, Xuehua and Chen, Huiling

Journal: Journal of Bionic Engineering

Volume: 20

Number: 3

Year: 2022

Pages: 1296–1332

DOI: 10.1007/s42235-022-00304-y

A horizontal and vertical crossover cuckoo search: optimizing performance for the engineering problems

Authors: Su, Hang and Zhao, Dong and Yu, Fanhua and Heidari, Ali Asghar and Xu, Zhangze and Alotaibi, Fahd S and Mafarja, Majdi and Chen, Huiling

Journal: Journal of Computational Design and Engineering

Volume: 10

Number: 1

Year: 2022

Pages: 36–64

DOI: 10.1093/jcde/qwac112

A multi-objective evolutionary algorithm with decomposition and the information feedback for high-dimensional medical data

Authors: Wang, M. and Heidari, A.A. and Chen, H.

Journal: Applied Soft Computing

Volume: 136

Number: No number

Year: 2023

Pages: No pages

DOI: No DOI

A vertical and horizontal crossover sine cosine algorithm with pattern search for optimal power flow in power systems

Authors: Weng, X. and Xuan, P. and Heidari, A.A. and Cai, Z. and Chen, H. and Mansour, R.F. and Ragab, M.

Journal: Energy

Volume: 271

Number: No number

Year: 2023

Pages: No pages

DOI: No DOI

ACSN: Attention capsule sampling network for diagnosing COVID-19 based on chest CT scans

Authors: Wen, Cuihong and Liu, Shaowu and Liu, Shuai and Heidari, Ali Asghar and Hijji, Mohammad and Zarco, Carmen and Muhammad, Khan

Journal: Computers in Biology and Medicine

Volume: 153

Number: No number

Year: 2023

Pages: 106338

DOI: 10.1016/j.compbiomed.2022.106338

Accurate iris segmentation and recognition using an end-to-end unified framework based on MADNet and DSANet

Authors: Chen, Y. and Gan, H. and Chen, H. and Zeng, Y. and Xu, L. and Heidari, A.A. and Zhu, X. and Liu, Y.

Journal: Neurocomputing

Volume: 517

Number: No number

Year: 2023

Pages: 264-278

DOI: No DOI

An adaptive quadratic interpolation and rounding mechanism sine cosine algorithm with application to constrained engineering optimization problems

Authors: Yang, Xiao and Wang, Rui and Zhao, Dong and Yu, Fanhua and Huang, Chunyu and Heidari, Ali Asghar and Cai, Zhennao and Bourouis, Sami and Algarni, Abeer D. and Chen, Huiling

Journal: Expert Systems with Applications

Volume: 213

Number: No number

Year: 2023

Pages: 119041

DOI: 10.1016/j.eswa.2022.119041

An artificial bee bare-bone hunger games search for global optimization and high-dimensional feature selection

Authors: Chen, Z. and Xuan, P. and Heidari, A.A. and Liu, L. and Wu, C. and Chen, H. and Escorcia-Gutierrez, J. and Mansour, R.F.

Journal: iScience

Volume: 26

Number: 5

Year: 2023

Pages: No pages

DOI: No DOI

An enhanced ant colony optimizer with Cauchy-Gaussian fusion and novel movement strategy for multi-threshold COVID-19 X-ray image segmentation

Authors: Zhao, X. and Liu, L. and Heidari, A.A. and Chen, Y. and Ma, B.J. and Chen, H. and Quan, S.

Journal: Frontiers in Neuroinformatics

Volume: 17

Number: No number

Year: 2023

Pages: No pages

DOI: No DOI

An enhanced deep deterministic policy gradient algorithm for intelligent control of robotic arms

Authors: Dong, Ruyi and Du, Junjie and Liu, Yanan and Heidari, Ali Asghar and Chen, Huiling

Journal: Frontiers in Neuroinformatics

Volume: 17

Number: No number

Year: 2023

Pages: No pages

DOI: 10.3389/fninf.2023.1096053

Boosted backtracking search optimization with information exchange for photovoltaic system evaluation

Authors: Weng, Xuemeng and Liu, Yun and Heidari, Ali Asghar and Cai, Zhennao and Lin, Haiping and Chen, Huiling and Liang, Guoxi and Alsufyani, Abdulmajeed and Bourouis, Sami

Journal: Energy Science & Engineering

Volume: 11

Number: 1

Year: 2022

Pages: 267–298

DOI: 10.1002/ese3.1329

Boosted crow search algorithm for handling multi-threshold image problems with application to X-ray images of COVID-19

Authors: Zhao, Songwei and Wang, Pengjun and Heidari, Ali Asghar and Zhao, Xuehua and Chen, Huiling

Journal: Expert Systems with Applications

Volume: 213

Number: No number

Year: 2023

Pages: 119095

DOI: 10.1016/j.eswa.2022.119095

Boosting whale optimization with evolution strategy and Gaussian random walks: an image segmentation method

Authors: Hussien, A.G. and Heidari, A.A. and Ye, X. and Liang, G. and Chen, H. and Pan, Z.

Journal: Engineering with Computers

Volume: 39

Number: 3

Year: 2023

Pages: 1935-1979

DOI: No DOI

Cauchy mutation boosted Harris hawk algorithm: optimal performance design and engineering applications

Authors: Shan, W. and He, X. and Liu, H. and Heidari, A.A. and Wang, M. and Cai, Z. and Chen, H.

Journal: Journal of Computational Design and Engineering

Volume: 10

Number: 2

Year: 2023

Pages: 503-526

DOI: No DOI

Class-aware sample reweighting optimal transport for multi-source domain adaptation

Authors: Wang, Shengsheng and Wang, Bilin and Zhang, Zhe and Heidari, Ali Asghar and Chen, Huiling

Journal: Neurocomputing

Volume: 523

Number: No number

Year: 2023

Pages: 213–223

DOI: 10.1016/j.neucom.2022.12.048

Differential evolution-assisted salp swarm algorithm with chaotic structure for real-world problems

Authors: Zhang, H. and Liu, T. and Ye, X. and Heidari, A.A. and Liang, G. and Chen, H. and Pan, Z.

Journal: Engineering with Computers

Volume: 39

Number: 3

Year: 2023

Pages: 1735-1769

DOI: No DOI

Dimensional decision covariance colony predation algorithm: global optimization and high?dimensional feature selection

Authors: Xu, B. and Heidari, A.A. and Cai, Z. and Chen, H.

Journal: Artificial Intelligence Review

Volume: No volume

Number: No number

Year: 2023

Pages: No pages

DOI: No DOI

Dynamic Individual Selection and Crossover Boosted Forensic-based Investigation Algorithm for Global Optimization and Feature Selection

Authors: Hu, H. and Shan, W. and Chen, J. and Xing, L. and Heidari, A.A. and Chen, H. and He, X. and Wang, M.

Journal: Journal of Bionic Engineering

Volume: No volume

Number: No number

Year: 2023

Pages: No pages

DOI: No DOI

Elite levy spreading differential evolution via ABC shrink-wrap for multi-threshold segmentation of breast cancer images

Authors: Xing, J. and Zhou, X. and Zhao, H. and Chen, H. and Heidari, A.A.

Journal: Biomedical Signal Processing and Control

Volume: 82

Number: No number

Year: 2023

Pages: No pages

DOI: No DOI

Enhanced Gaussian bare-bones grasshopper optimization: Mitigating the performance concerns for feature selection

Authors: Xu, Zhangze and Heidari, Ali Asghar and Kuang, Fangjun and Khalil, Ashraf and Mafarja, Majdi and Zhang, Siyang and Chen, Huiling and Pan, Zhifang

Journal: Expert Systems with Applications

Volume: 212

Number: No number

Year: 2023

Pages: 118642

DOI: 10.1016/j.eswa.2022.118642

Enhanced Moth-flame Optimizer with Quasi-Reflection and Refraction Learning with Application to Image Segmentation and Medical Diagnosis

Authors: Xia, J. and Cai, Z. and Heidari, A.A. and Ye, Y. and Chen, H. and Pan, Z.

Journal: Current Bioinformatics

Volume: 18

Number: 2

Year: 2023

Pages: 109-142

DOI: No DOI

Eres-UNet++: Liver CT image segmentation based on high-efficiency channel attention and Res-UNet++

Authors: Li, J. and Liu, K. and Hu, Y. and Zhang, H. and Heidari, A.A. and Chen, H. and Zhang, W. and Algarni, A.D. and Elmannai, H.

Journal: Computers in Biology and Medicine

Volume: 158

Number: No number

Year: 2023

Pages: No pages

DOI: No DOI

Fireworks explosion boosted Harris Hawks optimization for numerical optimization: Case of classifying the severity of COVID-19

Authors: Wang, Mingjing and Chen, Long and Heidari, Ali Asghar and Chen, Huiling

Journal: Frontiers in Neuroinformatics

Volume: 16

Number: No number

Year: 2023

Pages: No pages

DOI: 10.3389/fninf.2022.1055241

Gaussian bare-bone slime mould algorithm: performance optimization and case studies on truss structures

Authors: Wu, Shubiao and Heidari, Ali Asghar and Zhang, Siyang and Kuang, Fangjun and Chen, Huiling

Journal: Artificial Intelligence Review

Volume: 56

Number: 9

Year: 2023

Pages: 9051–9087

DOI: 10.1007/s10462-022-10370-7

Gaussian similarity-based adaptive dynamic label assignment for tiny object detection

Authors: Fu, R. and Chen, C. and Yan, S. and Heidari, A.A. and Wang, X. and Escorcia-Gutierrez, J. and Mansour, R.F. and Chen, H.

Journal: Neurocomputing

Volume: 543

Number: No number

Year: 2023

Pages: No pages

DOI: No DOI

Hierarchical Harris hawks optimizer for feature selection

Authors: Peng, L. and Cai, Z. and Heidari, A.A. and Zhang, L. and Chen, H.

Journal: Journal of Advanced Research

Volume: No volume

Number: No number

Year: 2023

Pages: No pages

DOI: No DOI

Hybrid kernel search and particle swarm optimization with Cauchy perturbation for economic emission load dispatch with valve point effect

Authors: Dong, Ruyi and Ma, Long and Chen, Huiling and Heidari, Ali Asghar and Liang, Guoxi

Journal: Frontiers in Energy Research

Volume: 10

Number: No number

Year: 2023

Pages: No pages

DOI: 10.3389/fenrg.2022.1061408

Image segmentation of Intracerebral hemorrhage patients based on enhanced hunger Games search Optimizer

Authors: Hou, L. and Li, R. and Mafarja, M. and Heidari, A.A. and Liu, L. and Jin, C. and Zhou, S. and Chen, H. and Cai, Z. and Li, C.

Journal: Biomedical Signal Processing and Control

Volume: 82

Number: No number

Year: 2023

Pages: No pages

DOI: No DOI

Multi-level threshold segmentation framework for breast cancer images using enhanced differential evolution

Authors: Yang, Xiao and Wang, Rui and Zhao, Dong and Yu, Fanhua and Heidari, Ali Asghar and Xu, Zhangze and Chen, Huiling and Algarni, Abeer D. and Elmannai, Hela and Xu, Suling

Journal: Biomedical Signal Processing and Control

Volume: 80

Number: No number

Year: 2023

Pages: 104373

DOI: 10.1016/j.bspc.2022.104373

Multi-strategy ant colony optimization for multi-level image segmentation: Case study of melanoma

Authors: Zhao, D. and Qi, A. and Yu, F. and Heidari, A.A. and Chen, H. and Li, Y.

Journal: Biomedical Signal Processing and Control

Volume: 83

Number: No number

Year: 2023

Pages: No pages

DOI: No DOI

Multi-threshold image segmentation based on an improved differential evolution: Case study of thyroid papillary carcinoma

Authors: Chen, J. and Cai, Z. and Heidari, A.A. and Chen, H. and He, Q. and Escorcia-Gutierrez, J. and Mansour, R.F.

Journal: Biomedical Signal Processing and Control

Volume: 85

Number: No number

Year: 2023

Pages: No pages

DOI: No DOI

Multi-verse Optimizer with Rosenbrock and Diffusion Mechanisms for Multilevel Threshold Image Segmentation from COVID-19 Chest X-Ray Images

Authors: Han, Yan and Chen, Weibin and Heidari, Ali Asghar and Chen, Huiling

Journal: Journal of Bionic Engineering

Volume: 20

Number: 3

Year: 2023

Pages: 1198–1262

DOI: 10.1007/s42235-022-00295-w

Performance optimization of water cycle algorithm for multilevel lupus nephritis image segmentation

Authors: Hao, Shuhui and Huang, Changcheng and Heidari, Ali Asghar and Xu, Zhangze and Chen, Huiling and Althobaiti, Maha M. and Mansour, Romany F. and Chen, Xiaowei

Journal: Biomedical Signal Processing and Control

Volume: 80

Number: No number

Year: 2023

Pages: 104139

DOI: 10.1016/j.bspc.2022.104139

RIME: A physics-based optimization

Authors: Su, H. and Zhao, D. and Heidari, A.A. and Liu, L. and Zhang, X. and Mafarja, M. and Chen, H.

Journal: Neurocomputing

Volume: 532

Number: No number

Year: 2023

Pages: 183-214

DOI: No DOI

Salp swarm algorithm with iterative mapping and local escaping for multi-level threshold image segmentation: a skin cancer dermoscopic case study

Authors: Hao, S. and Huang, C. and Heidari, A.A. and Chen, H. and Li, L. and Algarni, A.D. and Elmannai, H. and Xu, S.

Journal: Journal of Computational Design and Engineering

Volume: 10

Number: 2

Year: 2023

Pages: 655-693

DOI: No DOI

Slime mould algorithm: a comprehensive review of recent variants and applications

Authors: Chen, Huiling and Li, Chenyang and Mafarja, Majdi and Heidari, Ali Asghar and Chen, Yi and Cai, Zhennao

Journal: International Journal of Systems Science

Volume: 54

Number: 1

Year: 2022

Pages: 204–235

DOI: 10.1080/00207721.2022.2153635

Whale optimization with random contraction and Rosenbrock method for COVID-19 disease prediction

Authors: Zhang, M. and Wu, Q. and Chen, H. and Heidari, A.A. and Cai, Z. and Li, J. and Md. Abdelrahim, E. and Mansour, R.F.

Journal: Biomedical Signal Processing and Control

Volume: 83

Number: No number

Year: 2023

Pages: No pages

DOI: No DOI

bSRWPSO-FKNN: A boosted PSO with fuzzy K-nearest neighbor classifier for predicting atopic dermatitis disease

Authors: Li, Yupeng and Zhao, Dong and Xu, Zhangze and Heidari, Ali Asghar and Chen, Huiling and Jiang, Xinyu and Liu, Zhifang and Wang, Mengmeng and Zhou, Qiongyan and Xu, Suling

Journal: Frontiers in Neuroinformatics

Volume: 16

Number: No number

Year: 2023

Pages: No pages

DOI: 10.3389/fninf.2022.1063048

Mutational Chemotaxis Motion Driven Moth-Flame Optimizer for Engineering Applications

Authors: Yu, Helong and Qiao, Shimeng and Heidari, Ali Asghar and Shi, Lei and Chen, Huiling

Journal: Applied Sciences

Volume: 12

Number: 23

Year: 2022

Pages: 12179

DOI: 10.3390/app122312179

Adaptive slime mould algorithm for optimal design of photovoltaic models

Authors: Haiping Lin, and Iman Ahmadianfar, and Noorbakhsh Amiri Golilarz, and Mehdi Jamei, and Ali Asghar Heidari, and Fangjun Kuang, and Siyang Zhang, and Huiling Chen,

Journal: No journal

Volume: No volume

Number: No number

Year: 2022

Pages: No pages

DOI: 10.60692/G2VJ0-98C41

Adaptive slime mould algorithm for optimal design of photovoltaic models

Authors: Haiping Lin, and Iman Ahmadianfar, and Noorbakhsh Amiri Golilarz, and Mehdi Jamei, and Ali Asghar Heidari, and Fangjun Kuang, and Siyang Zhang, and Huiling Chen,

Journal: No journal

Volume: No volume

Number: No number

Year: 2022

Pages: No pages

DOI: 10.60692/BNH3S-DFQ45

A Wavelet PM2.5 Prediction System Using Optimized Kernel Extreme Learning with Boruta-XGBoost Feature Selection

Authors: Heidari, Ali Asghar and Akhoondzadeh, Mehdi and Chen, Huiling

Journal: Mathematics

Volume: 10

Number: 19

Year: 2022

Pages: 3566

DOI: 10.3390/math10193566

A machine learning framework for identifying influenza pneumonia from bacterial pneumonia for medical decision making

Authors: Zhang, Qian and Huang, Anran and Shao, Lianyou and Wu, Peiliang and Heidari, Ali Asghar and Cai, Zhennao and Liang, Guoxi and Chen, Huiling and Alotaibi, Fahd S. and Mafarja, Majdi and Ouyang, Jinsheng

Journal: Journal of Computational Science

Volume: 65

Number: No number

Year: 2022

Pages: 101871

DOI: 10.1016/j.jocs.2022.101871

A new machine learning model for predicting severity prognosis in patients with pulmonary embolism: Study protocol from Wenzhou, China

Authors: Su, Hang and Shou, Yeqi and Fu, Yujie and Zhao, Dong and Heidari, Ali Asghar and Han, Zhengyuan and Wu, Peiliang and Chen, Huiling and Chen, Yanfan

Journal: Frontiers in Neuroinformatics

Volume: 16

Number: No number

Year: 2022

Pages: No pages

DOI: 10.3389/fninf.2022.1052868

AI-Assisted Edge Vision for Violence Detection in IoT-Based Industrial Surveillance Networks

Authors: Ullah, F.U.M. and Muhammad, K. and Haq, I.U. and Khan, N. and Heidari, A.A. and Baik, S.W. and De Albuquerque, V.H.C.

Journal: IEEE Transactions on Industrial Informatics

Volume: 18

Number: 8

Year: 2022

Pages: 5359-5370

DOI: No DOI

Adaptive Harris hawks optimization with persistent trigonometric differences for photovoltaic model parameter extraction

Authors: Song, S. and Wang, P. and Heidari, A.A. and Zhao, X. and Chen, H.

Journal: Engineering Applications of Artificial Intelligence

Volume: 109

Number: No number

Year: 2022

Pages: No pages

DOI: No DOI

Adaptive slime mould algorithm for optimal design of photovoltaic models

Authors: Lin, H. and Ahmadianfar, I. and Amiri Golilarz, N. and Jamei, M. and Heidari, A.A. and Kuang, F. and Zhang, S. and Chen, H.

Journal: Energy Science and Engineering

Volume: No volume

Number: No number

Year: 2022

Pages: No pages

DOI: No DOI

Advanced orthogonal learning and Gaussian barebone hunger games for engineering design

Authors: Zhou, Xinsen and Gui, Wenyong and Heidari, Ali Asghar and Cai, Zhennao and Elmannai, Hela and Hamdi, Monia and Liang, Guoxi and Chen, Huiling

Journal: Journal of Computational Design and Engineering

Volume: 9

Number: 5

Year: 2022

Pages: 1699–1736

DOI: 10.1093/jcde/qwac075

An effective model for predicting serum albumin level in hemodialysis patients

Authors: Hu, J. and Liu, Y. and Heidari, A.A. and Bano, Y. and Ibrohimov, A. and Liang, G. and Chen, H. and Chen, X. and Zaguia, A. and Turabieh, H.

Journal: Computers in Biology and Medicine

Volume: 140

Number: No number

Year: 2022

Pages: No pages

DOI: No DOI

An efficient multilevel thresholding image segmentation method based on the slime mould algorithm with bee foraging mechanism: A real case with lupus nephritis images

Authors: Chen, X. and Huang, H. and Heidari, A.A. and Sun, C. and Lv, Y. and Gui, W. and Liang, G. and Gu, Z. and Chen, H. and Li, C. and Chen, P.

Journal: Computers in Biology and Medicine

Volume: 142

Number: No number

Year: 2022

Pages: No pages

DOI: No DOI

An efficient rotational direction heap-based optimization with orthogonal structure for medical diagnosis

Authors: Shan, W. and Qiao, Z. and Heidari, A.A. and Gui, W. and Chen, H. and Teng, Y. and Liang, Y. and Lv, T.

Journal: Computers in Biology and Medicine

Volume: 146

Number: No number

Year: 2022

Pages: No pages

DOI: No DOI

An evolutionary machine learning for pulmonary hypertension animal model from arterial blood gas analysis

Authors: Shi, B. and Zhou, T. and Lv, S. and Wang, M. and Chen, S. and Heidari, A.A. and Huang, X. and Chen, H. and Wang, L. and Wu, P.

Journal: Computers in Biology and Medicine

Volume: 146

Number: No number

Year: 2022

Pages: No pages

DOI: No DOI

An optimized machine learning framework for predicting intradialytic hypotension using indexes of chronic kidney disease-mineral and bone disorders

Authors: Yang, X. and Zhao, D. and Yu, F. and Heidari, A.A. and Bano, Y. and Ibrohimov, A. and Liu, Y. and Cai, Z. and Chen, H. and Chen, X.

Journal: Computers in Biology and Medicine

Volume: 145

Number: No number

Year: 2022

Pages: No pages

DOI: No DOI

Analysis of COVID-19 severity from the perspective of coagulation index using evolutionary machine learning with enhanced brain storm optimization

Authors: Shi, B. and Ye, H. and Heidari, A.A. and Zheng, L. and Hu, Z. and Chen, H. and Turabieh, H. and Mafarja, M. and Wu, P.

Journal: Journal of King Saud University - Computer and Information Sciences

Volume: 34

Number: 8

Year: 2022

Pages: 4874-4887

DOI: No DOI

Apple leaf disease recognition method with improved residual network

Authors: Yu, H. and Cheng, X. and Chen, C. and Heidari, A.A. and Liu, J. and Cai, Z. and Chen, H.

Journal: Multimedia Tools and Applications

Volume: 81

Number: 6

Year: 2022

Pages: 7759-7782

DOI: No DOI

Artificial Intelligence of Things-assisted two-stream neural network for anomaly detection in surveillance Big Video Data

Authors: Ullah, W. and Ullah, A. and Hussain, T. and Muhammad, K. and Heidari, A.A. and Del Ser, J. and Baik, S.W. and De Albuquerque, V.H.C.

Journal: Future Generation Computer Systems

Volume: 129

Number: No number

Year: 2022

Pages: 286-297

DOI: No DOI

Boosted machine learning model for predicting intradialytic hypotension using serum biomarkers of nutrition

Authors: Yang, X. and Zhao, D. and Yu, F. and Heidari, A.A. and Bano, Y. and Ibrohimov, A. and Liu, Y. and Cai, Z. and Chen, H. and Chen, X.

Journal: Computers in Biology and Medicine

Volume: 147

Number: No number

Year: 2022

Pages: No pages

DOI: No DOI

Chaotic diffusion-limited aggregation enhanced grey wolf optimizer: Insights, analysis, binarization, and feature selection

Authors: Hu, J. and Heidari, A.A. and Zhang, L. and Xue, X. and Gui, W. and Chen, H. and Pan, Z.

Journal: International Journal of Intelligent Systems

Volume: 37

Number: 8

Year: 2022

Pages: 4864-4927

DOI: No DOI

Chaotic simulated annealing multi-verse optimization enhanced kernel extreme learning machine for medical diagnosis

Authors: Liu, J. and Wei, J. and Heidari, A.A. and Kuang, F. and Zhang, S. and Gui, W. and Chen, H. and Pan, Z.

Journal: Computers in Biology and Medicine

Volume: 144

Number: No number

Year: 2022

Pages: No pages

DOI: No DOI

Detection of COVID-19 severity using blood gas analysis parameters and Harris hawks optimized extreme learning machine

Authors: Hu, J. and Han, Z. and Heidari, A.A. and Shou, Y. and Ye, H. and Wang, L. and Huang, X. and Chen, H. and Chen, Y. and Wu, P.

Journal: Computers in Biology and Medicine

Volume: 142

Number: No number

Year: 2022

Pages: No pages

DOI: No DOI

Detection of pulmonary embolism severity using clinical characteristics, hematological indices, and machine learning techniques

Authors: Su, Hang and Han, Zhengyuan and Fu, Yujie and Zhao, Dong and Yu, Fanhua and Heidari, Ali Asghar and Zhang, Yu and Shou, Yeqi and Wu, Peiliang and Chen, Huiling and Chen, Yanfan

Journal: Frontiers in Neuroinformatics

Volume: 16

Number: No number

Year: 2022

Pages: No pages

DOI: 10.3389/fninf.2022.1029690

Directional crossover slime mould algorithm with adaptive Lévy diversity for the optimal design of real-world problems

Authors: Qi, Ailiang and Zhao, Dong and Yu, Fanhua and Liu, Guangjie and Heidari, Ali Asghar and Chen, Huiling and Algarni, Abeer D and Elmannai, Hela and Gui, Wenyong

Journal: Journal of Computational Design and Engineering

Volume: 9

Number: 6

Year: 2022

Pages: 2375–2418

DOI: 10.1093/jcde/qwac111

Directional mutation and crossover boosted ant colony optimization with application to COVID-19 X-ray image segmentation

Authors: Qi, Ailiang and Zhao, Dong and Yu, Fanhua and Heidari, Ali Asghar and Wu, Zongda and Cai, Zhennao and Alenezi, Fayadh and Mansour, Romany F. and Chen, Huiling and Chen, Mayun

Journal: Computers in Biology and Medicine

Volume: 148

Number: No number

Year: 2022

Pages: 105810

DOI: 10.1016/j.compbiomed.2022.105810

Directional mutation and crossover for immature performance of whale algorithm with application to engineering optimization

Authors: Qi, A. and Zhao, D. and Yu, F. and Heidari, A.A. and Chen, H. and Xiao, L.

Journal: Journal of Computational Design and Engineering

Volume: 9

Number: 2

Year: 2022

Pages: 519-563

DOI: No DOI

Dispersed foraging slime mould algorithm: Continuous and binary variants for global optimization and wrapper-based feature selection

Authors: Hu, J. and Gui, W. and Heidari, A.A. and Cai, Z. and Liang, G. and Chen, H. and Pan, Z.

Journal: Knowledge-Based Systems

Volume: 237

Number: No number

Year: 2022

Pages: No pages

DOI: No DOI

Enhancing Secrecy Performance of Cooperative NOMA-Based IoT Networks via Multiantenna-Aided Artificial Noise

Authors: Ruby, R. and Pham, Q.-V. and Wu, K. and Heidari, A.A. and Chen, H. and Elhalawany, B.M.

Journal: IEEE Internet of Things Journal

Volume: 9

Number: 7

Year: 2022

Pages: 5108-5127

DOI: No DOI

Estimating daily global solar radiation in hot semi-arid climate using an efficient hybrid intelligent system

Authors: Jamei, M. and Ahmadianfar, I. and Jamei, M. and Karbasi, M. and Heidari, A.A. and Chen, H.

Journal: European Physical Journal Plus

Volume: 137

Number: 3

Year: 2022

Pages: No pages

DOI: No DOI

Evolving kernel extreme learning machine for medical diagnosis via a disperse foraging sine cosine algorithm

Authors: Xia, J. and Yang, D. and Zhou, H. and Chen, Y. and Zhang, H. and Liu, T. and Heidari, A.A. and Chen, H. and Pan, Z.

Journal: Computers in Biology and Medicine

Volume: 141

Number: No number

Year: 2022

Pages: No pages

DOI: No DOI

Extremal Nelder–Mead colony predation algorithm for parameter estimation of solar photovoltaic models

Authors: Xu, Boyang and Heidari, Ali Asghar and Zhang, Siyang and Chen, Huiling and Shao, Qike

Journal: Energy Science & Engineering

Volume: 10

Number: 10

Year: 2022

Pages: 4176–4219

DOI: 10.1002/ese3.1273

Gaussian bare-bones gradient-based optimization: Towards mitigating the performance concerns

Authors: Qiao, Z. and Shan, W. and Jiang, N. and Heidari, A.A. and Chen, H. and Teng, Y. and Turabieh, H. and Mafarja, M.

Journal: International Journal of Intelligent Systems

Volume: 37

Number: 6

Year: 2022

Pages: 3193-3254

DOI: No DOI

Gaussian kernel probability-driven slime mould algorithm with new movement mechanism for multi-level image segmentation

Authors: Ren, L. and Heidari, A.A. and Cai, Z. and Shao, Q. and Liang, G. and Chen, H.-L. and Pan, Z.

Journal: Measurement: Journal of the International Measurement Confederation

Volume: 192

Number: No number

Year: 2022

Pages: No pages

DOI: No DOI

Generative Adversarial Networks in Medical Image augmentation: A review

Authors: Chen, Y. and Yang, X.-H. and Wei, Z. and Heidari, A.A. and Zheng, N. and Li, Z. and Chen, H. and Hu, H. and Zhou, Q. and Guan, Q.

Journal: Computers in Biology and Medicine

Volume: 144

Number: No number

Year: 2022

Pages: No pages

DOI: No DOI

Hierarchical Harris hawks optimization for epileptic seizure classification

Authors: Luo, Z. and Jin, S. and Li, Z. and Huang, H. and Xiao, L. and Chen, H. and Heidari, A.A. and Hu, J. and Chen, C. and Chen, P. and Hu, Z.

Journal: Computers in Biology and Medicine

Volume: 145

Number: No number

Year: 2022

Pages: No pages

DOI: No DOI

Horizontal and vertical crossover of sine cosine algorithm with quick moves for optimization and feature selection

Authors: Hu, Hanyu and Shan, Weifeng and Tang, Yixiang and Heidari, Ali Asghar and Chen, Huiling and Liu, Haijun and Wang, Maofa and Escorcia-Gutierrez, José and Mansour, Romany F and Chen, Jun

Journal: Journal of Computational Design and Engineering

Volume: 9

Number: 6

Year: 2022

Pages: 2524–2555

DOI: 10.1093/jcde/qwac119

Horizontal and vertical search artificial bee colony for image segmentation of COVID-19 X-ray images

Authors: Su, H. and Zhao, D. and Yu, F. and Heidari, A.A. and Zhang, Y. and Chen, H. and Li, C. and Pan, J. and Quan, S.

Journal: Computers in Biology and Medicine

Volume: 142

Number: No number

Year: 2022

Pages: No pages

DOI: No DOI

Human Short Long-Term Cognitive Memory Mechanism for Visual Monitoring in IoT-Assisted Smart Cities

Authors: Wang, S. and Liu, X. and Liu, S. and Muhammad, K. and Heidari, A.A. and Ser, J.D. and De Albuquerque, V.H.C.

Journal: IEEE Internet of Things Journal

Volume: 9

Number: 10

Year: 2022

Pages: 7128-7139

DOI: No DOI

INFO: An efficient optimization algorithm based on weighted mean of vectors

Authors: Ahmadianfar, I. and Heidari, A.A. and Noshadian, S. and Chen, H. and Gandomi, A.H.

Journal: Expert Systems with Applications

Volume: 195

Number: No number

Year: 2022

Pages: No pages

DOI: No DOI

Image segmentation of Leaf Spot Diseases on Maize using multi-stage Cauchy-enabled grey wolf algorithm

Authors: Yu, H. and Song, J. and Chen, C. and Heidari, A.A. and Liu, J. and Chen, H. and Zaguia, A. and Mafarja, M.

Journal: Engineering Applications of Artificial Intelligence

Volume: 109

Number: No number

Year: 2022

Pages: No pages

DOI: No DOI

Individual Disturbance and Attraction Repulsion Strategy Enhanced Seagull Optimization for Engineering Design

Authors: Yu, H. and Qiao, S. and Heidari, A.A. and Bi, C. and Chen, H.

Journal: Mathematics

Volume: 10

Number: 2

Year: 2022

Pages: No pages

DOI: No DOI

Individual disturbance and neighborhood mutation search enhanced whale optimization: performance design for engineering problems

Authors: Qiao, Shimeng and Yu, Helong and Heidari, Ali Asghar and El-Saleh, Ayman A and Cai, Zhennao and Xu, Xingmei and Mafarja, Majdi and Chen, Huiling

Journal: Journal of Computational Design and Engineering

Volume: 9

Number: 5

Year: 2022

Pages: 1817–1851

DOI: 10.1093/jcde/qwac081

Information sharing search boosted whale optimizer with Nelder-Mead simplex for parameter estimation of photovoltaic models

Authors: Peng, Lemin and He, Caitou and Heidari, Ali Asghar and Zhang, Qian and Chen, Huiling and Liang, Guoxi and Aljehane, Nojood O. and Mansour, Romany F.

Journal: Energy Conversion and Management

Volume: 270

Number: No number

Year: 2022

Pages: 116246

DOI: 10.1016/j.enconman.2022.116246

Laplace crossover and random replacement strategy boosted Harris hawks optimization: performance optimization and analysis

Authors: Yu, Helong and Qiao, Shimeng and Heidari, Ali Asghar and El-Saleh, Ayman A and Bi, Chunguang and Mafarja, Majdi and Cai, Zhennao and Chen, Huiling

Journal: Journal of Computational Design and Engineering

Volume: 9

Number: 5

Year: 2022

Pages: 1879–1916

DOI: 10.1093/jcde/qwac085

Lupus nephritis diagnosis using enhanced moth flame algorithm with support vector machines

Authors: Wang, M. and Liang, Y. and Hu, Z. and Chen, S. and Shi, B. and Heidari, A.A. and Zhang, Q. and Chen, H. and Chen, X.

Journal: Computers in Biology and Medicine

Volume: 145

Number: No number

Year: 2022

Pages: No pages

DOI: No DOI

Medical image augmentation for lesion detection using a texture-constrained multichannel progressive GAN

Authors: Guan, Q. and Chen, Y. and Wei, Z. and Heidari, A.A. and Hu, H. and Yang, X.-H. and Zheng, J. and Zhou, Q. and Chen, H. and Chen, F.

Journal: Computers in Biology and Medicine

Volume: 145

Number: No number

Year: 2022

Pages: No pages

DOI: No DOI

Multi-strategy ensemble binary hunger games search for feature selection

Authors: Ma, B.J. and Liu, S. and Heidari, A.A.

Journal: Knowledge-Based Systems

Volume: 248

Number: No number

Year: 2022

Pages: No pages

DOI: No DOI

Multi-threshold image segmentation for melanoma based on Kapur’s entropy using enhanced ant colony optimization

Authors: Yang, Xiao and Ye, Xiaojia and Zhao, Dong and Heidari, Ali Asghar and Xu, Zhangze and Chen, Huiling and Li, Yangyang

Journal: Frontiers in Neuroinformatics

Volume: 16

Number: No number

Year: 2022

Pages: No pages

DOI: 10.3389/fninf.2022.1041799

Multi-threshold image segmentation using a multi-strategy shuffled frog leaping algorithm

Authors: Chen, Y. and Wang, M. and Heidari, A.A. and Shi, B. and Hu, Z. and Zhang, Q. and Chen, H. and Mafarja, M. and Turabieh, H.

Journal: Expert Systems with Applications

Volume: 194

Number: No number

Year: 2022

Pages: No pages

DOI: No DOI

Multilevel threshold image segmentation for COVID-19 chest radiography: A framework using horizontal and vertical multiverse optimization

Authors: Su, H. and Zhao, D. and Elmannai, H. and Heidari, A.A. and Bourouis, S. and Wu, Z. and Cai, Z. and Gui, W. and Chen, M.

Journal: Computers in Biology and Medicine

Volume: 146

Number: No number

Year: 2022

Pages: No pages

DOI: No DOI

Mutational Slime Mould Algorithm for Gene Selection

Authors: Qiu, Feng and Zheng, Pan and Heidari, Ali and Liang, Guoxi and Chen, Huiling and Karim, Faten and Elmannai, Hela and Lin, Haiping

Journal: Biomedicines

Volume: 10

Number: 8

Year: 2022

Pages: 2052

DOI: 10.3390/biomedicines10082052

Opposition-based ant colony optimization with all-dimension neighborhood search for engineering design

Authors: Zhao, D. and Liu, L. and Yu, F. and Heidari, A.A. and Wang, M. and Chen, H. and Muhammad, K.

Journal: Journal of Computational Design and Engineering

Volume: 9

Number: 3

Year: 2022

Pages: 1007-1044

DOI: No DOI

Optimized deep residual network system for diagnosing tomato pests

Authors: Yu, H. and Liu, J. and Chen, C. and Heidari, A.A. and Zhang, Q. and Chen, H.

Journal: Computers and Electronics in Agriculture

Volume: 195

Number: No number

Year: 2022

Pages: No pages

DOI: No DOI

Parameter estimation of static solar photovoltaic models using Laplacian Nelder-Mead hunger games search

Authors: Yu, Sudan and Heidari, Ali Asghar and He, Caitou and Cai, Zhennao and Althobaiti, Maha M. and Mansour, Romany F. and Liang, Guoxi and Chen, Huiling

Journal: Solar Energy

Volume: 242

Number: No number

Year: 2022

Pages: 79–104

DOI: 10.1016/j.solener.2022.06.046

Parameter identification of photovoltaic models using a sine cosine differential gradient based optimizer

Authors: Yu, S. and Chen, Z. and Heidari, A.A. and Zhou, W. and Chen, H. and Xiao, L.

Journal: IET Renewable Power Generation

Volume: No volume

Number: No number

Year: 2022

Pages: No pages

DOI: No DOI

Performance optimization of annealing salp swarm algorithm: frameworks and applications for engineering design

Authors: Song, J. and Chen, C. and Heidari, A.A. and Liu, J. and Yu, H. and Chen, H.

Journal: Journal of Computational Design and Engineering

Volume: 9

Number: 2

Year: 2022

Pages: 633-669

DOI: No DOI

Performance optimization of photovoltaic systems: Reassessment of political optimization with a quantum Nelder-mead functionality

Authors: Xu, B. and Heidari, A.A. and Kuang, F. and Zhang, S. and Chen, H. and Cai, Z.

Journal: Solar Energy

Volume: 234

Number: No number

Year: 2022

Pages: 39-63

DOI: No DOI

Performance optimization of support vector machine with oppositional grasshopper optimization for acute appendicitis diagnosis

Authors: Xia, J. and Wang, Z. and Yang, D. and Li, R. and Liang, G. and Chen, H. and Heidari, A.A. and Turabieh, H. and Mafarja, M. and Pan, Z.

Journal: Computers in Biology and Medicine

Volume: 143

Number: No number

Year: 2022

Pages: No pages

DOI: No DOI

Quantum Nelder-Mead Hunger Games Search for optimizing photovoltaic solar cells

Authors: Xu, B. and Heidari, A.A. and Kuang, F. and Zhang, S. and Chen, H. and Cai, Z.

Journal: International Journal of Energy Research

Volume: 46

Number: 9

Year: 2022

Pages: 12417-12466

DOI: No DOI

Random reselection particle swarm optimization for optimal design of solar photovoltaic modules

Authors: Fan, Y. and Wang, P. and Heidari, A.A. and Chen, H. and HamzaTurabieh and Mafarja, M.

Journal: Energy

Volume: 239

Number: No number

Year: 2022

Pages: No pages

DOI: No DOI

Simulated annealing-based dynamic step shuffled frog leaping algorithm: Optimal performance design and feature selection

Authors: Liu, Yun and Heidari, Ali Asghar and Cai, Zhennao and Liang, Guoxi and Chen, Huiling and Pan, Zhifang and Alsufyani, Abdulmajeed and Bourouis, Sami

Journal: Neurocomputing

Volume: 503

Number: No number

Year: 2022

Pages: 325–362

DOI: 10.1016/j.neucom.2022.06.075

Solar photovoltaic model parameter estimation based on orthogonally-adapted gradient-based optimization

Authors: Yu, S. and Heidari, A.A. and Liang, G. and Chen, C. and Chen, H. and Shao, Q.

Journal: Optik

Volume: 252

Number: No number

Year: 2022

Pages: No pages

DOI: No DOI

Spiral Gaussian mutation sine cosine algorithm: Framework and comprehensive performance optimization

Authors: Zhou, Wei and Wang, Pengjun and Heidari, Ali Asghar and Zhao, Xuehua and Chen, Huiling

Journal: Expert Systems with Applications

Volume: 209

Number: No number

Year: 2022

Pages: 118372

DOI: 10.1016/j.eswa.2022.118372

Opposition-based moth swarm algorithm

Authors: Diego Oliva and Sara Esquivel-Torres and Salvador Hinojosa and Marco P{\'{e}}rez-Cisneros and Valent{\'{\i}}n Osuna-Enciso and No{\'{e}} Ortega-S{\'{a}}nchez and Gaurav Dhiman and Ali Asghar Heidari

Journal: Expert Systems with Applications

Volume: 184

Number: No number

Year: 2021

Pages: 115481

DOI: 10.1016/j.eswa.2021.115481

Gradient-based optimization with ranking mechanisms for parameter identification of photovoltaic systems

Authors: Iman Ahmadianfar and Wenyin Gong and Ali Asghar Heidari and Noorbakhsh Amiri Golilarz and Arvin Samadi-Koucheksaraee and Huiling Chen

Journal: Energy Reports

Volume: 7

Number: No number

Year: 2021

Pages: 3979--3997

DOI: 10.1016/j.egyr.2021.06.064

Secret Sharing-based Personal Health Records Management for the Internet of Health Things

Authors: Parsa Sarosh and Shabir A. Parah and G. Mohiuddin Bhat and Ali Asghar Heidari and Khan Muhammad

Journal: Sustainable Cities and Society

Volume: 74

Number: No number

Year: 2021

Pages: 103129

DOI: 10.1016/j.scs.2021.103129

Evaluation of constraint in photovoltaic cells using ensemble multi-strategy shuffled frog leading algorithms

Authors: Mingjing Wang and Qian Zhang and Huiling Chen and Ali Asghar Heidari and Majdi Mafarja and Hamza Turabieh

Journal: Energy Conversion and Management

Volume: 244

Number: No number

Year: 2021

Pages: 114484

DOI: 10.1016/j.enconman.2021.114484

Hunger games search: Visions, conception, implementation, deep analysis, perspectives, and towards performance shifts

Authors: Yutao Yang and Huiling Chen and Ali Asghar Heidari and Amir H Gandomi

Journal: Expert Systems with Applications

Volume: 177

Number: No number

Year: 2021

Pages: 114864

DOI: 10.1016/j.eswa.2021.114864

Evolving fuzzy k-nearest neighbors using an enhanced sine cosine algorithm: Case study of lupus nephritis

Authors: Shubiao Wu and Peng Mao and Rizeng Li and Zhennao Cai and Ali Asghar Heidari and Jianfu Xia and Huiling Chen and Majdi Mafarja and Hamza Turabieh and Xiaowei Chen

Journal: Computers in Biology and Medicine

Volume: 135

Number: No number

Year: 2021

Pages: 104582

DOI: 10.1016/j.compbiomed.2021.104582

Multi-strategy Gaussian Harris hawks optimization for fatigue life of tapered roller bearings

Authors: Abbasi, Ahmad and Firouzi, Behnam and Sendur, Polat and Heidari, Ali Asghar and Chen, Huiling and Tiwari, Rajiv

Journal: Engineering with Computers

Volume: 38

Number: S5

Year: 2021

Pages: 4387–4413

DOI: 10.1007/s00366-021-01442-3

Evolutionary warning system for {COVID}-19 severity: Colony predation algorithm enhanced extreme learning machine

Authors: Beibei Shi and Hua Ye and Long Zheng and Juncheng Lyu and Cheng Chen and Ali Asghar Heidari and Zhongyi Hu and Huiling Chen and Peiliang Wu

Journal: Computers in Biology and Medicine

Volume: No volume

Number: No number

Year: 2021

Pages: 104698

DOI: 10.1016/j.compbiomed.2021.104698

{MFeature}: Towards High Performance Evolutionary Tools for Feature Selection

Authors: Yueting Xu and Hui Huang and Ali Asghar Heidari and Wenyong Gui and Xiaojia Ye and Ying Chen and Huiling Chen and Zhifang Pan

Journal: Expert Systems with Applications

Volume: No volume

Number: No number

Year: 2021

Pages: 115655

DOI: 10.1016/j.eswa.2021.115655

Multilevel threshold image segmentation with diffusion association slime mould algorithm and Renyi{\textquotesingle}s entropy for chronic obstructive pulmonary disease

Authors: Songwei Zhao and Pengjun Wang and Ali Asghar Heidari and Huiling Chen and Hamza Turabieh and Majdi Mafarja and Chengye Li

Journal: Computers in Biology and Medicine

Volume: 134

Number: No number

Year: 2021

Pages: 104427

DOI: 10.1016/j.compbiomed.2021.104427

Chaotic Arc Adaptive Grasshopper Optimization

Authors: Guochun Wang, and Ali Asghar Heidari, and Mingjing Wang, and Fangjun Kuang, and Wei Zhu, and Huiling Chen,

Journal: No journal

Volume: No volume

Number: No number

Year: 2021

Pages: No pages

DOI: 10.60692/SN7CX-DD665

Chaotic Arc Adaptive Grasshopper Optimization

Authors: Guochun Wang, and Ali Asghar Heidari, and Mingjing Wang, and Fangjun Kuang, and Wei Zhu, and Huiling Chen,

Journal: No journal

Volume: No volume

Number: No number

Year: 2021

Pages: No pages

DOI: 10.60692/CXA1B-GW836

Diagnosing Coronavirus Disease 2019 (COVID-19): Efficient Harris Hawks-Inspired Fuzzy K-Nearest Neighbor Prediction Methods

Authors: Hua Ye, and Peiliang Wu, and Tianru Zhu, and Zhifeng Xiao, and Zhaoxiong Xie, and Lei Zheng, and Rongwei Zheng, and Yangjie Sun, and Wen Zhou, and Qinlei Fu, and Xinxin Ye, and Ali Chen, and Shuang Zheng, and Ali Asghar Heidari, and Mingjing Wang, and Junfeng Zhu, and Huiling Chen, and Jifa Li,

Journal: No journal

Volume: No volume

Number: No number

Year: 2021

Pages: No pages

DOI: 10.60692/XB4DD-SEK51

Diagnosing Coronavirus Disease 2019 (COVID-19): Efficient Harris Hawks-Inspired Fuzzy K-Nearest Neighbor Prediction Methods

Authors: Hua Ye, and Peiliang Wu, and Tianru Zhu, and Zhifeng Xiao, and Zhaoxiong Xie, and Lei Zheng, and Rongwei Zheng, and Yangjie Sun, and Wen Zhou, and Qinlei Fu, and Xinxin Ye, and Ali Chen, and Shuang Zheng, and Ali Asghar Heidari, and Mingjing Wang, and Junfeng Zhu, and Huiling Chen, and Jifa Li,

Journal: No journal

Volume: No volume

Number: No number

Year: 2021

Pages: No pages

DOI: 10.60692/2WQQD-2VH89

A Principal Component Analysis-Boosted Dynamic Gaussian Mixture Clustering Model for Ignition Factors of Brazil{'}s Rainforests

Authors: Wang, M. and Gao, G. and Huang, H. and Heidari, A.A. and Zhang, Q. and Chen, H. and Tang, W.

Journal: IEEE Access

Volume: 9

Number: No number

Year: 2021

Pages: 145748-145762

DOI: No DOI

A Robust Multi-Objective Feature Selection Model Based on Local Neighborhood Multi-Verse Optimization

Authors: Ibrahim Aljarah and Hossam Faris and Ali Asghar Heidari and Majdi M. Mafarja and Ala{\textquotesingle} M. Al-Zoubi and Pedro A. Castillo and Juan J. Merelo

Journal: {IEEE} Access

Volume: 9

Number: No number

Year: 2021

Pages: 100009--100028

DOI: 10.1109/access.2021.3097206

A text GAN framework for creative essay recommendation

Authors: Liang, G. and On, B.-W. and Jeong, D. and Heidari, A.A. and Kim, H.-C. and Choi, G.S. and Shi, Y. and Chen, Q. and Chen, H.

Journal: Knowledge-Based Systems

Volume: 232

Number: No number

Year: 2021

Pages: No pages

DOI: No DOI

An effective machine learning approach for identifying non-severe and severe coronavirus disease 2019 patients in a rural Chinese population: The wenzhou retrospective study

Authors: Wu, P. and Ye, H. and Cai, X. and Li, C. and Li, S. and Chen, M. and Wang, M. and Heidari, A.A. and Chen, M. and Li, J. and Chen, H. and Huang, X. and Wang, L.

Journal: IEEE Access

Volume: 9

Number: No number

Year: 2021

Pages: 45486-45503

DOI: No DOI

An enhanced Cauchy mutation grasshopper optimization with trigonometric substitution: engineering design and feature selection

Authors: Zhao, Songwei and Wang, Pengjun and Heidari, Ali Asghar and Zhao, Xuehua and Ma, Chao and Chen, Huiling

Journal: Engineering with Computers

Volume: 38

Number: S5

Year: 2021

Pages: 4583–4616

DOI: 10.1007/s00366-021-01448-x

An evolutionary Nelder?Mead slime mould algorithm with random learning for efficient design of photovoltaic models

Authors: Weng, X. and Heidari, A.A. and Liang, G. and Chen, H. and Ma, X.

Journal: Energy Reports

Volume: 7

Number: No number

Year: 2021

Pages: 8784-8804

DOI: No DOI

Ant colony optimization with Cauchy and greedy Levy mutations for multilevel COVID 19 X-ray image segmentation

Authors: Liu, L. and Zhao, D. and Yu, F. and Heidari, A.A. and Li, C. and Ouyang, J. and Chen, H. and Mafarja, M. and Turabieh, H. and Pan, J.

Journal: Computers in Biology and Medicine

Volume: 136

Number: No number

Year: 2021

Pages: No pages

DOI: No DOI

Ant colony optimization with horizontal and vertical crossover search: Fundamental visions for multi-threshold image segmentation

Authors: Zhao, D. and Liu, L. and Yu, F. and Heidari, A.A. and Wang, M. and Oliva, D. and Muhammad, K. and Chen, H.

Journal: Expert Systems with Applications

Volume: 167

Number: No number

Year: 2021

Pages: No pages

DOI: No DOI

AutoRWN: automatic construction and training of random weight networks using competitive swarm of agents

Authors: Eshtay, M. and Faris, H. and Heidari, A.A. and Al-Zoubi, A.M. and Aljarah, I.

Journal: Neural Computing and Applications

Volume: 33

Number: 11

Year: 2021

Pages: 5507-5524

DOI: No DOI

Boosted kernel search: Framework, analysis and case studies on the economic emission dispatch problem

Authors: Dong, R. and Chen, H. and Heidari, A.A. and Turabieh, H. and Mafarja, M. and Wang, S.

Journal: Knowledge-Based Systems

Volume: 233

Number: No number

Year: 2021

Pages: No pages

DOI: No DOI

Boosting quantum rotation gate embedded slime mould algorithm

Authors: Yu, C. and Heidari, A.A. and Xue, X. and Zhang, L. and Chen, H. and Chen, W.

Journal: Expert Systems with Applications

Volume: 181

Number: No number

Year: 2021

Pages: No pages

DOI: No DOI

Boosting slime mould algorithm for parameter identification of photovoltaic models

Authors: Liu, Y. and Heidari, A.A. and Ye, X. and Liang, G. and Chen, H. and He, C.

Journal: Energy

Volume: 234

Number: No number

Year: 2021

Pages: No pages

DOI: No DOI

Chaos-assisted multi-population salp swarm algorithms: Framework and case studies

Authors: Liu, Y. and Shi, Y. and Chen, H. and Heidari, A.A. and Gui, W. and Wang, M. and Chen, H. and Li, C.

Journal: Expert Systems with Applications

Volume: 168

Number: No number

Year: 2021

Pages: No pages

DOI: No DOI

Chaotic Arc Adaptive Grasshopper Optimization

Authors: Wang, G. and Heidari, A.A. and Wang, M. and Kuang, F. and Zhu, W. and Chen, H.

Journal: IEEE Access

Volume: 9

Number: No number

Year: 2021

Pages: 17672-17706

DOI: No DOI

Chaotic random spare ant colony optimization for multi-threshold image segmentation of 2D Kapur entropy

Authors: Zhao, D. and Liu, L. and Yu, F. and Heidari, A.A. and Wang, M. and Liang, G. and Muhammad, K. and Chen, H.

Journal: Knowledge-Based Systems

Volume: 216

Number: No number

Year: 2021

Pages: No pages

DOI: No DOI

Corn Leaf Diseases Diagnosis Based on K-Means Clustering and Deep Learning

Authors: Yu, H. and Liu, J. and Chen, C. and Heidari, A.A. and Zhang, Q. and Chen, H. and Mafarja, M. and Turabieh, H.

Journal: IEEE Access

Volume: 9

Number: No number

Year: 2021

Pages: 143824-143835

DOI: No DOI

Delayed dynamic step shuffling frog-leaping algorithm for optimal design of photovoltaic models

Authors: Fan, Y. and Wang, P. and Heidari, A.A. and Zhao, X. and Turabieh, H. and Chen, H.

Journal: Energy Reports

Volume: 7

Number: No number

Year: 2021

Pages: 228-246

DOI: No DOI

Diagnosing Coronavirus Disease 2019 (COVID-19): Efficient Harris Hawks-Inspired Fuzzy K-Nearest Neighbor Prediction Methods

Authors: Ye, H. and Wu, P. and Zhu, T. and Xiao, Z. and Zhang, X. and Zheng, L. and Zheng, R. and Sun, Y. and Zhou, W. and Fu, Q. and Ye, X. and Chen, A. and Zheng, S. and Heidari, A.A. and Wang, M. and Zhu, J. and Chen, H. and Li, J.

Journal: IEEE Access

Volume: 9

Number: No number

Year: 2021

Pages: 17787-17802

DOI: No DOI

Dimension decided Harris hawks optimization with Gaussian mutation: Balance analysis and diversity patterns

Authors: Song, S. and Wang, P. and Heidari, A.A. and Wang, M. and Zhao, X. and Chen, H. and He, W. and Xu, S.

Journal: Knowledge-Based Systems

Volume: 215

Number: No number

Year: 2021

Pages: No pages

DOI: No DOI

Double adaptive weights for stabilization of moth flame optimizer: Balance analysis, engineering cases, and medical diagnosis

Authors: Shan, W. and Qiao, Z. and Heidari, A.A. and Chen, H. and Turabieh, H. and Teng, Y.

Journal: Knowledge-Based Systems

Volume: 214

Number: No number

Year: 2021

Pages: No pages

DOI: No DOI

Early Recognition and Discrimination of COVID-19 Severity Using Slime Mould Support Vector Machine for Medical Decision-Making

Authors: Shi, B. and Ye, H. and Zheng, J. and Zhu, Y. and Heidari, A.A. and Zheng, L. and Chen, H. and Wang, L. and Wu, P.

Journal: IEEE Access

Volume: 9

Number: No number

Year: 2021

Pages: 121996-122015

DOI: No DOI

Elite dominance scheme ingrained adaptive salp swarm algorithm: a comprehensive study

Authors: Zhao, Songwei and Wang, Pengjun and Zhao, Xuehua and Turabieh, Hamza and Mafarja, Majdi and Chen, Huiling

Journal: Engineering with Computers

Volume: 38

Number: S5

Year: 2021

Pages: 4501–4528

DOI: 10.1007/s00366-021-01464-x

Elitist non-dominated sorting Harris hawks optimization: Framework and developments for multi-objective problems

Authors: Jangir, P. and Heidari, A.A. and Chen, H.

Journal: Expert Systems with Applications

Volume: 186

Number: No number

Year: 2021

Pages: No pages

DOI: No DOI

Ensemble mutation-driven salp swarm algorithm with restart mechanism: Framework and fundamental analysis

Authors: Zhang, H. and Wang, Z. and Chen, W. and Heidari, A.A. and Wang, M. and Zhao, X. and Liang, G. and Chen, H. and Zhang, X.

Journal: Expert Systems with Applications

Volume: 165

Number: No number

Year: 2021

Pages: No pages

DOI: No DOI

Evolutionary biogeography-based whale optimization methods with communication structure: Towards measuring the balance

Authors: Tu, J. and Chen, H. and Liu, J. and Heidari, A.A. and Zhang, X. and Wang, M. and Ruby, R. and Pham, Q.-V.

Journal: Knowledge-Based Systems

Volume: 212

Number: No number

Year: 2021

Pages: No pages

DOI: No DOI

Evolutionary competitive swarm exploring optimal support vector machines and feature weighting

Authors: Al-Zoubi, A.M. and Hassonah, M.A. and Heidari, A.A. and Faris, H. and Mafarja, M. and Aljarah, I.

Journal: Soft Computing

Volume: 25

Number: 4

Year: 2021

Pages: 3335-3352

DOI: No DOI

Evolutionary shuffled frog leaping with memory pool for parameter optimization

Authors: Liu, Y. and Heidari, A.A. and Ye, X. and Chi, C. and Zhao, X. and Ma, C. and Turabieh, H. and Chen, H. and Le, R.

Journal: Energy Reports

Volume: 7

Number: No number

Year: 2021

Pages: 584-606

DOI: No DOI

Gaussian Barebone Salp Swarm Algorithm with Stochastic Fractal Search for medical image segmentation: A COVID-19 case study

Authors: Zhang, Q. and Wang, Z. and Heidari, A.A. and Gui, W. and Shao, Q. and Chen, H. and Zaguia, A. and Turabieh, H. and Chen, M.

Journal: Computers in Biology and Medicine

Volume: 139

Number: No number

Year: 2021

Pages: No pages

DOI: No DOI

Harmonized salp chain-built optimization

Authors: Gupta, S. and Deep, K. and Heidari, A.A. and Moayedi, H. and Chen, H.

Journal: Engineering with Computers

Volume: 37

Number: 2

Year: 2021

Pages: 1049-1079

DOI: No DOI

Harris hawks optimization: a comprehensive review of recent variants and applications

Authors: Alabool, H.M. and Alarabiat, D. and Abualigah, L. and Heidari, A.A.

Journal: Neural Computing and Applications

Volume: No volume

Number: No number

Year: 2021

Pages: No pages

DOI: No DOI

Laplacian Nelder-Mead spherical evolution for parameter estimation of photovoltaic models

Authors: Weng, X. and Heidari, A.A. and Liang, G. and Chen, H. and Ma, X. and Mafarja, M. and Turabieh, H.

Journal: Energy Conversion and Management

Volume: 243

Number: No number

Year: 2021

Pages: No pages

DOI: No DOI

Memetic Harris Hawks Optimization: Developments and perspectives on project scheduling and QoS-aware web service composition

Authors: Li, C. and Li, J. and Chen, H. and Heidari, A.A.

Journal: Expert Systems with Applications

Volume: 171

Number: No number

Year: 2021

Pages: No pages

DOI: No DOI

Metaphor-free dynamic spherical evolution for parameter estimation of photovoltaic modules

Authors: Zhou, W. and Wang, P. and Heidari, A.A. and Zhao, X. and Turabieh, H. and Mafarja, M. and Chen, H.

Journal: Energy Reports

Volume: 7

Number: No number

Year: 2021

Pages: 5175-5202

DOI: No DOI

Multi-Threshold Image Segmentation of Maize Diseases Based on Elite Comprehensive Particle Swarm Optimization and Otsu

Authors: Chen, C. and Wang, X. and Heidari, A.A. and Yu, H. and Chen, H.

Journal: Frontiers in Plant Science

Volume: 12

Number: No number

Year: 2021

Pages: No pages

DOI: No DOI

Multi-core sine cosine optimization: Methods and inclusive analysis

Authors: Zhou, W. and Wang, P. and Heidari, A.A. and Wang, M. and Zhao, X. and Chen, H.

Journal: Expert Systems with Applications

Volume: 164

Number: No number

Year: 2021

Pages: No pages

DOI: No DOI

Multi-objective optimization and multi-criteria decision-making methods for optimal design of standalone photovoltaic system: A comprehensive review

Authors: Ridha, H.M. and Gomes, C. and Hizam, H. and Ahmadipour, M. and Heidari, A.A. and Chen, H.

Journal: Renewable and Sustainable Energy Reviews

Volume: 135

Number: No number

Year: 2021

Pages: No pages

DOI: No DOI

Orthogonal learning covariance matrix for defects of grey wolf optimizer: Insights, balance, diversity, and feature selection

Authors: Hu, J. and Chen, H. and Heidari, A.A. and Wang, M. and Zhang, X. and Chen, Y. and Pan, Z.

Journal: Knowledge-Based Systems

Volume: 213

Number: No number

Year: 2021

Pages: No pages

DOI: No DOI

Parameters extraction of three diode photovoltaic models using boosted LSHADE algorithm and Newton Raphson method

Authors: Ridha, H.M. and Hizam, H. and Gomes, C. and Heidari, A.A. and Chen, H. and Ahmadipour, M. and Muhsen, D.H. and Alghrairi, M.

Journal: Energy

Volume: 224

Number: No number

Year: 2021

Pages: No pages

DOI: No DOI

Performance optimization of differential evolution with slime mould algorithm for multilevel breast cancer image segmentation

Authors: Liu, L. and Zhao, D. and Yu, F. and Heidari, A.A. and Ru, J. and Chen, H. and Mafarja, M. and Turabieh, H. and Pan, Z.

Journal: Computers in Biology and Medicine

Volume: 138

Number: No number

Year: 2021

Pages: No pages

DOI: No DOI

Performance optimization of salp swarm algorithm for multi-threshold image segmentation: Comprehensive study of breast cancer microscopy

Authors: Zhao, S. and Wang, P. and Heidari, A.A. and Chen, H. and He, W. and Xu, S.

Journal: Computers in Biology and Medicine

Volume: 139

Number: No number

Year: 2021

Pages: No pages

DOI: No DOI

RUN beyond the metaphor: An efficient optimization algorithm based on Runge Kutta method

Authors: Ahmadianfar, I. and Heidari, A.A. and Gandomi, A.H. and Chu, X. and Chen, H.

Journal: Expert Systems with Applications

Volume: 181

Number: No number

Year: 2021

Pages: No pages

DOI: No DOI

Random learning gradient based optimization for efficient design of photovoltaic models

Authors: Zhou, W. and Wang, P. and Heidari, A.A. and Zhao, X. and Turabieh, H. and Chen, H.

Journal: Energy Conversion and Management

Volume: 230

Number: No number

Year: 2021

Pages: No pages

DOI: No DOI

Spiral Motion Mode Embedded Grasshopper Optimization Algorithm: Design and Analysis

Authors: Xu, Z. and Gui, W. and Heidari, A.A. and Liang, G. and Chen, H. and Wu, C. and Turabieh, H. and Mafarja, M.

Journal: IEEE Access

Volume: 9

Number: No number

Year: 2021

Pages: 71104-71132

DOI: No DOI

Survival exploration strategies for Harris Hawks Optimizer

Authors: Al-Betar, M.A. and Awadallah, M.A. and Heidari, A.A. and Chen, H. and Al-khraisat, H. and Li, C.

Journal: Expert Systems with Applications

Volume: 168

Number: No number

Year: 2021

Pages: No pages

DOI: No DOI

Towards augmented kernel extreme learning models for bankruptcy prediction: Algorithmic behavior and comprehensive analysis

Authors: Zhang, Y. and Liu, R. and Heidari, A.A. and Wang, X. and Chen, Y. and Wang, M. and Chen, H.

Journal: Neurocomputing

Volume: 430

Number: No number

Year: 2021

Pages: 185-212

DOI: No DOI

Predicting Di-2-Ethylhexyl Phthalate Toxicity: Hybrid Integrated Harris Hawks Optimization With Support Vector Machines

Authors: Beibei Shi, and Ali Asghar Heidari, and Cheng Chen, and Ming-Jing Wang, and Changcheng Huang, and Huiling Chen, and Jiayin Zhu,

Journal: No journal

Volume: No volume

Number: No number

Year: 2020

Pages: No pages

DOI: 10.60692/862XG-VKB02

Predicting Di-2-Ethylhexyl Phthalate Toxicity: Hybrid Integrated Harris Hawks Optimization With Support Vector Machines

Authors: Beibei Shi, and Ali Asghar Heidari, and Cheng Chen, and Ming-Jing Wang, and Changcheng Huang, and Huiling Chen, and Jiayin Zhu,

Journal: No journal

Volume: No volume

Number: No number

Year: 2020

Pages: No pages

DOI: 10.60692/6CJ5N-A6X14

Predicting Entrepreneurial Intention of Students: An Extreme Learning Machine With Gaussian Barebone Harris Hawks Optimizer

Authors: Wei Yan, and Huijing Lv, and Mengxiang Chen, and Mingjing Wang, and Ali Asghar Heidari, and Huiling Chen, and Chengye Li,

Journal: No journal

Volume: No volume

Number: No number

Year: 2020

Pages: No pages

DOI: 10.60692/M9K59-GQQ67

Predicting Entrepreneurial Intention of Students: An Extreme Learning Machine With Gaussian Barebone Harris Hawks Optimizer

Authors: Wei Yan, and Huijing Lv, and Mengxiang Chen, and Mingjing Wang, and Ali Asghar Heidari, and Huiling Chen, and Chengye Li,

Journal: No journal

Volume: No volume

Number: No number

Year: 2020

Pages: No pages

DOI: 10.60692/F6R6M-F5F03

Predicting Green Consumption Behaviors of Students Using Efficient Firefly Grey Wolf-Assisted K-Nearest Neighbor Classifiers

Authors: Hua Tang, and Yueting Xu, and Aiju Lin, and Ali Asghar Heidari, and Mingjing Wang, and Huiling Chen, and Yungang Luo, and Chengye Li,

Journal: No journal

Volume: No volume

Number: No number

Year: 2020

Pages: No pages

DOI: 10.60692/D1JHP-XZB16

Predicting Green Consumption Behaviors of Students Using Efficient Firefly Grey Wolf-Assisted K-Nearest Neighbor Classifiers

Authors: Hua Tang, and Yueting Xu, and Aiju Lin, and Ali Asghar Heidari, and Mingjing Wang, and Huiling Chen, and Yungang Luo, and Chengye Li,

Journal: No journal

Volume: No volume

Number: No number

Year: 2020

Pages: No pages

DOI: 10.60692/PEZCN-6HQ03

Prediction Optimization of Cervical Hyperextension Injury: Kernel Extreme Learning Machines With Orthogonal Learning Butterfly Optimizer and Broyden- Fletcher-Goldfarb-Shanno Algorithms

Authors: Guomin Liu, and Wenyuan Jia, and Yungang Luo, and Mingjing Wang, and Ali Asghar Heidari, and Jinsheng Ouyang, and Huiling Chen, and Mayun Chen,

Journal: No journal

Volume: No volume

Number: No number

Year: 2020

Pages: No pages

DOI: 10.60692/6TGB6-SRF81

Prediction Optimization of Cervical Hyperextension Injury: Kernel Extreme Learning Machines With Orthogonal Learning Butterfly Optimizer and Broyden- Fletcher-Goldfarb-Shanno Algorithms

Authors: Guomin Liu, and Wenyuan Jia, and Yungang Luo, and Mingjing Wang, and Ali Asghar Heidari, and Jinsheng Ouyang, and Huiling Chen, and Mayun Chen,

Journal: No journal

Volume: No volume

Number: No number

Year: 2020

Pages: No pages

DOI: 10.60692/NGED5-RPE75

Rationalized Sine Cosine Optimization With Efficient Searching Patterns

Authors: Hui Huang, and Xi'an Feng, and Ali Asghar Heidari, and Yueting Xu, and Mingjing Wang, and Guoxi Liang, and Huiling Chen, and Xueding Cai,

Journal: No journal

Volume: No volume

Number: No number

Year: 2020

Pages: No pages

DOI: 10.60692/NCZF7-T7N91

Rationalized Sine Cosine Optimization With Efficient Searching Patterns

Authors: Hui Huang, and Xi'an Feng, and Ali Asghar Heidari, and Yueting Xu, and Mingjing Wang, and Guoxi Liang, and Huiling Chen, and Xueding Cai,

Journal: No journal

Volume: No volume

Number: No number

Year: 2020

Pages: No pages

DOI: 10.60692/30PS7-3CJ20

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

Authors: Thaher, Thaer and Heidari, Ali Asghar and Mafarja, Majdi and Dong, Jin Song and Mirjalili, Seyedali

Journal: No journal

Volume: No volume

Number: No number

Year: 2019

Pages: 251–272

DOI: 10.1007/978-981-32-9990-0_12

A competitive chain-based Harris Hawks Optimizer for global optimization and multi-level image thresholding problems

Authors: Elaziz, M.A. and Heidari, A.A. and Fujita, H. and Moayedi, H.

Journal: Applied Soft Computing Journal

Volume: No volume

Number: No number

Year: 2020

Pages: No pages

DOI: No DOI

A dynamic locality multi-objective salp swarm algorithm for feature selection

Authors: Aljarah, I. and Habib, M. and Faris, H. and Al-Madi, N. and Heidari, A.A. and Mafarja, M. and Elaziz, M.A. and Mirjalili, S.

Journal: Computers and Industrial Engineering

Volume: 147

Number: No number

Year: 2020

Pages: No pages

DOI: No DOI

A quantum-behaved simulated annealing algorithm-based moth-flame optimization method

Authors: Yu, C. and Heidari, A.A. and Chen, H.

Journal: Applied Mathematical Modelling

Volume: 87

Number: No number

Year: 2020

Pages: 1-19

DOI: No DOI

Advanced orthogonal learning-driven multi-swarm sine cosine optimization: Framework and case studies

Authors: Chen, H. and Heidari, A.A. and Zhao, X. and Zhang, L. and Chen, H.

Journal: Expert Systems with Applications

Volume: 144

Number: No number

Year: 2020

Pages: No pages

DOI: No DOI

Advanced orthogonal moth flame optimization with Broyden-Fletcher-Goldfarb-Shanno algorithm: Framework and real-world problems

Authors: Ali Asghar Heidari

Journal: Expert Systems with Applications

Volume: No volume

Number: No number

Year: 2020

Pages: No pages

DOI: No DOI

Advanced orthogonal moth flame optimization with Broyden?Fletcher?Goldfarb?Shanno algorithm: Framework and real-world problems

Authors: Zhang, H. and Li, R. and Cai, Z. and Gu, Z. and Heidari, A.A. and Wang, M. and Chen, H. and Chen, M.

Journal: Expert Systems with Applications

Volume: 159

Number: No number

Year: 2020

Pages: No pages

DOI: No DOI

An efficient Harris hawks-inspired image segmentation method

Authors: Rodr{\'i}guez-Esparza, E. and Zanella-Calzada, L.A. and Oliva, D. and Heidari, A.A. and Zaldivar, D. and P{\'e}rez-Cisneros, M. and Foong, L.K.

Journal: Expert Systems with Applications

Volume: 155

Number: No number

Year: 2020

Pages: No pages

DOI: No DOI

An efficient double adaptive random spare reinforced whale optimization algorithm

Authors: Chen, H. and Yang, C. and Heidari, A.A. and Zhao, X.

Journal: Expert Systems with Applications

Volume: 154

Number: No number

Year: 2020

Pages: No pages

DOI: No DOI

An enhanced associative learning-based exploratory whale optimizer for global optimization

Authors: Heidari, A.A. and Aljarah, I. and Faris, H. and Chen, H. and Luo, J. and Mirjalili, S.

Journal: Neural Computing and Applications

Volume: 32

Number: 9

Year: 2020

Pages: 5185-5211

DOI: No DOI

Application of machine learning to stomatology: A comprehensive review

Authors: Sun, M.-L. and Liu, Y. and Liu, G. and Cui, D. and Heidari, A.A. and Jia, W.-Y. and Ji, X. and Chen, H. and Luo, Y.

Journal: IEEE Access

Volume: 8

Number: No number

Year: 2020

Pages: 184360-184374

DOI: No DOI

Augmented whale feature selection for IoT attacks: Structure, analysis and applications

Authors: Mafarja, M. and Heidari, A.A. and Habib, M. and Faris, H. and Thaher, T. and Aljarah, I.

Journal: Future Generation Computer Systems

Volume: 112

Number: No number

Year: 2020

Pages: 18-40

DOI: No DOI

Autonomous Robot Navigation Using Moth-Flame-Based Neuroevolution

Authors: Jalali, Seyed Mohammad Jafar and Hedjam, Rachid and Khosravi, Abbas and Heidari, Ali Asghar and Mirjalili, Seyedali and Nahavandi, Saeid

Journal: No journal

Volume: No volume

Number: No number

Year: 2019

Pages: 67–83

DOI: 10.1007/978-981-32-9990-0_5

Boosted hunting-based fruit fly optimization and advances in real-world problems

Authors: Fan, Y. and Wang, P. and Heidari, A.A. and Wang, M. and Zhao, X. and Chen, H. and Li, C.

Journal: Expert Systems with Applications

Volume: 159

Number: No number

Year: 2020

Pages: No pages

DOI: No DOI

Boosted mutation-based Harris hawks optimizer for parameters identification of single-diode solar cell models

Authors: Ridha, H.M. and Heidari, A.A. and Wang, M. and Chen, H.

Journal: Energy Conversion and Management

Volume: 209

Number: No number

Year: 2020

Pages: No pages

DOI: No DOI

Chaotic oppositional sine–cosine method for solving global optimization problems

Authors: Liang, Xi and Cai, Zhennao and Wang, Mingjing and Zhao, Xuehua and Chen, Huiling and Li, Chengye

Journal: Engineering with Computers

Volume: 38

Number: 2

Year: 2020

Pages: 1223–1239

DOI: 10.1007/s00366-020-01083-y

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

Authors: Aljarah, I. and Mafarja, M. and Heidari, A.A. and Faris, H. and Mirjalili, S.

Journal: Knowledge and Information Systems

Volume: 62

Number: 2

Year: 2020

Pages: 507-539

DOI: No DOI

Efficient Hybrid Nature-Inspired Binary Optimizers for Feature Selection

Authors: Mafarja, M. and Qasem, A. and Heidari, A.A. and Aljarah, I. and Faris, H. and Mirjalili, S.

Journal: Cognitive Computation

Volume: 12

Number: 1

Year: 2020

Pages: 150-175

DOI: No DOI

Efficient Moth-Flame-Based Neuroevolution Models

Authors: Heidari, Ali Asghar and Yin, Yingyu and Mafarja, Majdi and Jalali, Seyed Mohammad Jafar and Dong, Jin Song and Mirjalili, Seyedali

Journal: No journal

Volume: No volume

Number: No number

Year: 2019

Pages: 51–66

DOI: 10.1007/978-981-32-9990-0_4

Evaluation of Sino Foreign Cooperative Education Project Using Orthogonal Sine Cosine Optimized Kernel Extreme Learning Machine

Authors: Zhu, W. and Ma, C. and Zhao, X. and Wang, M. and Heidari, A.A. and Chen, H. and Li, C.

Journal: IEEE Access

Volume: 8

Number: No number

Year: 2020

Pages: 61107-61123

DOI: No DOI

Evaluation of constraint in photovoltaic models by exploiting an enhanced ant lion optimizer

Authors: Wang, M. and Zhao, X. and Heidari, A.A. and Chen, H.

Journal: Solar Energy

Volume: 211

Number: No number

Year: 2020

Pages: 503-521

DOI: No DOI

Evolutionary and Swarm-Based Feature Selection for Imbalanced Data Classification

Authors: Namous, Feras and Faris, Hossam and Heidari, Ali Asghar and Khalafat, Monther and Alkhawaldeh, Rami S. and Ghatasheh, Nazeeh

Journal: No journal

Volume: No volume

Number: No number

Year: 2019

Pages: 231–250

DOI: 10.1007/978-981-32-9990-0_11

Exploratory differential ant lion-based optimization

Authors: Wang, M. and Heidari, A.A. and Chen, M. and Chen, H. and Zhao, X. and Cai, X.

Journal: Expert Systems with Applications

Volume: 159

Number: No number

Year: 2020

Pages: No pages

DOI: No DOI

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

Authors: Chantar, H. and Mafarja, M. and Alsawalqah, H. and Heidari, A.A. and Aljarah, I. and Faris, H.

Journal: Neural Computing and Applications

Volume: 32

Number: 16

Year: 2020

Pages: 12201-12220

DOI: No DOI

Gaussian mutational chaotic fruit fly-built optimization and feature selection

Authors: Zhang, X. and Xu, Y. and Yu, C. and Heidari, A.A. and Li, S. and Chen, H. and Li, C.

Journal: Expert Systems with Applications

Volume: 141

Number: No number

Year: 2020

Pages: No pages

DOI: No DOI

Horizontal and vertical crossover of Harris hawk optimizer with Nelder-Mead simplex for parameter estimation of photovoltaic models

Authors: Liu, Y. and Chong, G. and Heidari, A.A. and Chen, H. and Liang, G. and Ye, X. and Cai, Z. and Wang, M.

Journal: Energy Conversion and Management

Volume: 223

Number: No number

Year: 2020

Pages: No pages

DOI: No DOI

Link Prediction Using Evolutionary Neural Network Models

Authors: Yaghi, Rawan I. and Faris, Hossam and Aljarah, Ibrahim and Al-Zoubi, Ala’ M. and Heidari, Ali Asghar and Mirjalili, Seyedali

Journal: No journal

Volume: No volume

Number: No number

Year: 2019

Pages: 85–111

DOI: 10.1007/978-981-32-9990-0_6

MOSMA: Multi-objective Slime Mould Algorithm Based on Elitist Non-dominated Sorting

Authors: Premkumar, M. and Jangir, P. and Sowmya, R. and Alhelou, H.H. and Heidari, A.A. and Chen, H.

Journal: IEEE Access

Volume: No volume

Number: No number

Year: 2020

Pages: No pages

DOI: No DOI

Multi-population differential evolution-assisted Harris hawks optimization: Framework and case studies

Authors: Chen, H. and Heidari, A.A. and Chen, H. and Wang, M. and Pan, Z. and Gandomi, A.H.

Journal: Future Generation Computer Systems

Volume: 111

Number: No number

Year: 2020

Pages: 175-198

DOI: No DOI

Multi-population following behavior-driven fruit fly optimization: A Markov chain convergence proof and comprehensive analysis

Authors: Wang, X. and Chen, H. and Heidari, A.A. and Zhang, X. and Xu, J. and Xu, Y. and Huang, H.

Journal: Knowledge-Based Systems

Volume: 210

Number: No number

Year: 2020

Pages: No pages

DOI: No DOI

Opposition-based learning Harris hawks optimization with advanced transition rules: principles and analysis

Authors: Gupta, S. and Deep, K. and Heidari, A.A. and Moayedi, H. and Wang, M.

Journal: Expert Systems with Applications

Volume: 158

Number: No number

Year: 2020

Pages: No pages

DOI: No DOI

Orthogonal Nelder-Mead moth flame method for parameters identification of photovoltaic modules

Authors: Zhang, H. and Heidari, A.A. and Wang, M. and Zhang, L. and Chen, H. and Li, C.

Journal: Energy Conversion and Management

Volume: 211

Number: No number

Year: 2020

Pages: No pages

DOI: No DOI

Orthogonal learning harmonizing mutation-based fruit fly-inspired optimizers

Authors: Yang, Y. and Chen, H. and Li, S. and Heidari, A.A. and Wang, M.

Journal: Applied Mathematical Modelling

Volume: 86

Number: No number

Year: 2020

Pages: 368-383

DOI: No DOI

Orthogonally adapted Harris hawks optimization for parameter estimation of photovoltaic models

Authors: Jiao, S. and Chong, G. and Huang, C. and Hu, H. and Wang, M. and Heidari, A.A. and Chen, H. and Zhao, X.

Journal: Energy

Volume: 203

Number: No number

Year: 2020

Pages: No pages

DOI: No DOI

Orthogonally-designed adapted grasshopper optimization: A comprehensive analysis

Authors: Xu, Z. and Hu, Z. and Heidari, A.A. and Wang, M. and Zhao, X. and Chen, H. and Cai, X.

Journal: Expert Systems with Applications

Volume: 150

Number: No number

Year: 2020

Pages: No pages

DOI: No DOI

Parameters identification of photovoltaic cell models using enhanced exploratory salp chains-based approach

Authors: Abbassi, A. and Abbassi, R. and Heidari, A.A. and Oliva, D. and Chen, H. and Habib, A. and Jemli, M. and Wang, M.

Journal: Energy

Volume: 198

Number: No number

Year: 2020

Pages: No pages

DOI: No DOI

Parameters identification of photovoltaic cells and modules using diversification-enriched Harris hawks optimization with chaotic drifts

Authors: Chen, H. and Jiao, S. and Wang, M. and Heidari, A.A. and Zhao, X.

Journal: Journal of Cleaner Production

Volume: 244

Number: No number

Year: 2020

Pages: No pages

DOI: No DOI

Parameters identification of photovoltaic cells and modules using diversification-enriched Harris hawks optimization with chaotic driftse

Authors: Ali Asghar Heidari

Journal: Journal of Cleaner Production

Volume: No volume

Number: No number

Year: 2020

Pages: No pages

DOI: No DOI

Predicting Di-2-Ethylhexyl Phthalate Toxicity: Hybrid Integrated Harris Hawks Optimization with Support Vector Machines

Authors: Shi, B. and Heidari, A.A. and Chen, C. and Wang, M. and Huang, C. and Chen, H. and Zhu, J.

Journal: IEEE Access

Volume: 8

Number: No number

Year: 2020

Pages: 161188-161202

DOI: No DOI

Predicting Entrepreneurial Intention of Students: An Extreme Learning Machine with Gaussian Barebone Harris Hawks Optimizer

Authors: Wei, Y. and Lv, H. and Chen, M. and Wang, M. and Heidari, A.A. and Chen, H. and Li, C.

Journal: IEEE Access

Volume: 8

Number: No number

Year: 2020

Pages: 76841-76855

DOI: No DOI

Predicting Green Consumption Behaviors of Students Using Efficient Firefly Grey Wolf-Assisted K-Nearest Neighbor Classifiers

Authors: Tang, H. and Xu, Y. and Lin, A. and Heidari, A.A. and Wang, M. and Chen, H. and Luo, Y. and Li, C.

Journal: IEEE Access

Volume: 8

Number: No number

Year: 2020

Pages: 35546-35562

DOI: No DOI

Predicting cervical hyperextension injury: A covariance guided sine cosine support vector machine

Authors: Liu, G. and Jia, W. and Wang, M. and Heidari, A.A. and Chen, H. and Luo, Y. and Li, C.

Journal: IEEE Access

Volume: 8

Number: No number

Year: 2020

Pages: 46895-46908

DOI: No DOI

Prediction Optimization of Cervical Hyperextension Injury: Kernel Extreme Learning Machines with Orthogonal Learning Butterfly Optimizer and Broyden- Fletcher-Goldfarb-Shanno Algorithms

Authors: Liu, G. and Jia, W. and Luo, Y. and Wang, M. and Heidari, A.A. and Ouyang, J. and Chen, H. and Chen, M.

Journal: IEEE Access

Volume: 8

Number: No number

Year: 2020

Pages: 119911-119930

DOI: No DOI

Quantum-like mutation-induced dragonfly-inspired optimization approach

Authors: Yu, Caiyang and Cai, Zhennao and Ye, Xiaojia and Wang, Mingjing and Zhao, Xuehua and Liang, Guoxi and Chen, Huiling and Li, Chengye

Journal: Mathematics and Computers in Simulation

Volume: 178

Number: No number

Year: 2020

Pages: 259–289

DOI: 10.1016/j.matcom.2020.06.012

Rationalized Sine Cosine Optimization with Efficient Searching Patterns

Authors: Huang, H. and Feng, X. and Heidari, A.A. and Xu, Y. and Wang, M. and Liang, G. and Chen, H. and Cai, X.

Journal: IEEE Access

Volume: 8

Number: No number

Year: 2020

Pages: 61471-61490

DOI: No DOI

Rationalized fruit fly optimization with sine cosine algorithm: A comprehensive analysis

Authors: Fan, Y. and Wang, P. and Heidari, A.A. and Wang, M. and Zhao, X. and Chen, H. and Li, C.

Journal: Expert Systems with Applications

Volume: 157

Number: No number

Year: 2020

Pages: No pages

DOI: No DOI

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

Authors: Al-Zoubi, Ala’ M. and Heidari, Ali Asghar and Habib, Maria and Faris, Hossam and Aljarah, Ibrahim and Hassonah, Mohammad A.

Journal: No journal

Volume: No volume

Number: No number

Year: 2019

Pages: 11–34

DOI: 10.1007/978-981-32-9990-0_2

Slime mould algorithm: A new method for stochastic optimization

Authors: Li, S. and Chen, H. and Wang, M. and Heidari, A.A. and Mirjalili, S.

Journal: Future Generation Computer Systems

Volume: 111

Number: No number

Year: 2020

Pages: 300-323

DOI: No DOI

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

Authors: Faris, H. and Heidari, A.A. and Al-Zoubi, A.M. and Mafarja, M. and Aljarah, I. and Eshtay, M. and Mirjalili, S.

Journal: Expert Systems with Applications

Volume: 140

Number: No number

Year: 2020

Pages: No pages

DOI: No DOI

Efficient multi-population outpost fruit fly-driven optimizers: Framework and advances in support vector machines

Authors: Chen, Huiling and Li, Shimin and Asghar Heidari, Ali and Wang, Pengjun and Li, Jiawei and Yang, Yutao and Wang, Mingjing and Huang, Changcheng

Journal: Expert Systems with Applications

Volume: 142

Number: No number

Year: 2020

Pages: 112999

DOI: 10.1016/j.eswa.2019.112999

Ant Lion Optimizer: Theory, Literature Review, and Application in Multi-layer Perceptron Neural Networks

Authors: Ali Asghar Heidari and Hossam Faris and Seyedali Mirjalili and Ibrahim Aljarah and Majdi Mafarja

Journal: No journal

Volume: No volume

Number: No number

Year: 2019

Pages: 23--46

DOI: 10.1007/978-3-030-12127-3_3

Dragonfly Algorithm: Theory, Literature Review, and Application in Feature Selection

Authors: Majdi Mafarja and Ali Asghar Heidari and Hossam Faris and Seyedali Mirjalili and Ibrahim Aljarah

Journal: No journal

Volume: No volume

Number: No number

Year: 2019

Pages: 47--67

DOI: 10.1007/978-3-030-12127-3_4

Grey Wolf Optimizer: Theory, Literature Review, and Application in Computational Fluid Dynamics Problems

Authors: Seyedali Mirjalili and Ibrahim Aljarah and Majdi Mafarja and Ali Asghar Heidari and Hossam Faris

Journal: No journal

Volume: No volume

Number: No number

Year: 2019

Pages: 87--105

DOI: 10.1007/978-3-030-12127-3_6

Multi-verse Optimizer: Theory, Literature Review, and Application in~Data Clustering

Authors: Ibrahim Aljarah and Majdi Mafarja and Ali Asghar Heidari and Hossam Faris and Seyedali Mirjalili

Journal: No journal

Volume: No volume

Number: No number

Year: 2019

Pages: 123--141

DOI: 10.1007/978-3-030-12127-3_8

Salp Swarm Algorithm: Theory, Literature Review, and Application in Extreme Learning Machines

Authors: Hossam Faris and Seyedali Mirjalili and Ibrahim Aljarah and Majdi Mafarja and Ali Asghar Heidari

Journal: No journal

Volume: No volume

Number: No number

Year: 2019

Pages: 185--199

DOI: 10.1007/978-3-030-12127-3_11

An efficient salp swarm-inspired algorithm for parameters identification of photovoltaic cell models

Authors: Rabeh Abbassi and Abdelkader Abbassi and Ali Asghar Heidari and Seyedali Mirjalili

Journal: Energy Conversion and Management

Volume: 179

Number: No number

Year: 2019

Pages: 362--372

DOI: 10.1016/j.enconman.2018.10.069

A balanced whale optimization algorithm for constrained engineering design problems

Authors: Chen, Huiling and Xu, Yueting and Wang, Mingjing and Zhao, Xuehua

Journal: Applied Mathematical Modelling

Volume: 71

Number: No number

Year: 2019

Pages: 45–59

DOI: 10.1016/j.apm.2019.02.004

An efficient chaotic mutative moth-flame-inspired optimizer for global optimization tasks

Authors: Xu, Y. and Chen, H. and Heidari, A.A. and Luo, J. and Zhang, Q. and Zhao, X. and Li, C.

Journal: Expert Systems with Applications

Volume: 129

Number: No number

Year: 2019

Pages: 135-155

DOI: No DOI

An evolutionary gravitational search-based feature selection

Authors: Taradeh, M. and Mafarja, M. and Heidari, A.A. and Faris, H. and Aljarah, I. and Mirjalili, S. and Fujita, H.

Journal: Information Sciences

Volume: 497

Number: No number

Year: 2019

Pages: 219-239

DOI: No DOI

An opposition-based sine cosine approach with local search for parameter estimation of photovoltaic models

Authors: Chen, H. and Jiao, S. and Heidari, A.A. and Wang, M. and Chen, X. and Zhao, X.

Journal: Energy Conversion and Management

Volume: 195

Number: No number

Year: 2019

Pages: 927-942

DOI: No DOI

Chaos-Induced and Mutation-Driven Schemes Boosting Salp Chains-Inspired Optimizers

Authors: Zhang, Q. and Chen, H. and Heidari, A.A. and Zhao, X. and Xu, Y. and Wang, P. and Li, Y. and Li, C.

Journal: IEEE Access

Volume: 7

Number: No number

Year: 2019

Pages: 31243-31261

DOI: No DOI

Efficient boosted grey wolf optimizers for global search and kernel extreme learning machine training

Authors: Heidari, A.A. and Ali Abbaspour, R. and Chen, H.

Journal: Applied Soft Computing Journal

Volume: 81

Number: No number

Year: 2019

Pages: No pages

DOI: No DOI

Harris hawks optimization: Algorithm and applications

Authors: Heidari, A.A. and Mirjalili, S. and Faris, H. and Aljarah, I. and Mafarja, M. and Chen, H.

Journal: Future Generation Computer Systems

Volume: 97

Number: No number

Year: 2019

Pages: 849-872

DOI: No DOI

Multi-strategy boosted mutative whale-inspired optimization approaches

Authors: Luo, J. and Chen, H. and Heidari, A.A. and Xu, Y. and Zhang, Q. and Li, C.

Journal: Applied Mathematical Modelling

Volume: 73

Number: No number

Year: 2019

Pages: 109-123

DOI: No DOI

Predicting Intentions of Students for Master Programs Using a Chaos-Induced Sine Cosine-Based Fuzzy K-Nearest Neighbor Classifier

Authors: Lin, A. and Wu, Q. and Heidari, A.A. and Xu, Y. and Chen, H. and Geng, W. and Li, Y. and Li, C.

Journal: IEEE Access

Volume: 7

Number: No number

Year: 2019

Pages: 67235-67248

DOI: No DOI

Asynchronous accelerating multi-leader salp chains for feature selection

Authors: Ibrahim Aljarah and Majdi Mafarja and Ali Asghar Heidari and Hossam Faris and Yong Zhang and Seyedali Mirjalili

Journal: Applied Soft Computing

Volume: 71

Number: No number

Year: 2018

Pages: 964--979

DOI: 10.1016/j.asoc.2018.07.040

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

Authors: Hossam Faris and Ala' M. Al-Zoubi and Ali Asghar Heidari and Ibrahim Aljarah and Majdi Mafarja and Mohammad A. Hassonah and Hamido Fujita

Journal: Information Fusion

Volume: No volume

Number: No number

Year: 2018

Pages: No pages

DOI: 10.1016/j.inffus.2018.08.002

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

Authors: Hossam Faris and Majdi M. Mafarja and Ali Asghar Heidari and Ibrahim Aljarah and Ala' M. Al-Zoubi and Seyedali Mirjalili and Hamido Fujita

Journal: Knowledge-Based Systems

Volume: 154

Number: No number

Year: 2018

Pages: 43--67

DOI: 10.1016/j.knosys.2018.05.009

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

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

Journal: Knowledge-Based Systems

Volume: No volume

Number: No number

Year: 2018

Pages: No pages

DOI: 10.1016/j.knosys.2018.08.003

An efficient hybrid multilayer perceptron neural network with grasshopper optimization

Authors: Ali Asghar Heidari and Hossam Faris and Ibrahim Aljarah and Seyedali Mirjalili

Journal: Soft Computing

Volume: No volume

Number: No number

Year: 2018

Pages: No pages

DOI: 10.1007/s00500-018-3424-2

Evolutionary Population Dynamics and Grasshopper Optimization approaches for feature selection problems

Authors: Majdi Mafarja and Ibrahim Aljarah and Ali Asghar Heidari and Abdelaziz I. Hammouri and Hossam Faris and Ala'~M. Al-Zoubi and Seyedali Mirjalili

Journal: Knowledge-Based Systems

Volume: 145

Number: No number

Year: 2018

Pages: 25--45

DOI: 10.1016/j.knosys.2017.12.037

An efficient modified grey wolf optimizer with L{\'{e}}vy flight for optimization tasks

Authors: Ali Asghar Heidari and Parham Pahlavani

Journal: Applied Soft Computing

Volume: 60

Number: No number

Year: 2017

Pages: 115--134

DOI: 10.1016/j.asoc.2017.06.044

Gaussian bare-bones water cycle algorithm for optimal reactive power dispatch in electrical power systems

Authors: Ali Asghar Heidari and Rahim Ali Abbaspour and Ahmad Rezaee Jordehi

Journal: Applied Soft Computing

Volume: 57

Number: No number

Year: 2017

Pages: 657--671

DOI: 10.1016/j.asoc.2017.04.048

An efficient chaotic water cycle algorithm for optimization tasks

Authors: Ali Asghar Heidari and Rahim Ali Abbaspour and Ahmad Rezaee Jordehi

Journal: Neural Computing and Applications

Volume: 28

Number: 1

Year: 2015

Pages: 57--85

DOI: 10.1007/s00521-015-2037-2

Enhanced Chaotic Grey Wolf Optimizer for Real-World Optimization Problems: A Comparative Study

Authors: Heidari, Ali Asghar and Abbaspour, Rahim Ali

Journal: No journal

Volume: No volume

Number: No number

Year: 2018

Pages: 693–727

DOI: 10.4018/978-1-5225-2990-3.ch030