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2020 – today
- 2024
[j209]Helong Yu, Jiale Quan, Yongqi Han, Ali Asghar Heidari, Huiling Chen:
An enhanced Moth-Flame optimizer with quality enhancement and directional crossover: optimizing classic engineering problems. Artif. Intell. Rev. 57(11): 295 (2024)- [j208]Chenhua Tang, Changcheng Huang, Yi Chen, Ali Asghar Heidari, Shuihua Wang, Huiling Chen, Yudong Zhang
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Multi-strategy Grey Wolf Optimizer for Engineering Problems and Sewage Treatment Prediction. Adv. Intell. Syst. 6(7) (2024) - [j207]Zhen Wang, Dong Zhao, Ali Asghar Heidari, Yi Chen, Huiling Chen, Guoxi Liang:
A Resampling Ant Colony Optimization with Elite Exploration and Convergence Mechanism for Multithreshold Segmentation of Breast Cancer Images. Adv. Intell. Syst. 6(9) (2024) - [j206]Boyang Xu, Ali Asghar Heidari, Huiling Chen:
Reinforced covariance weighted mean of vectors optimizer: insight, diversity, deep analysis and feature selection. Appl. Intell. 54(4): 3351-3402 (2024) - [j205]Xinsen Zhou, Yi Chen, Wenyong Gui, Ali Asghar Heidari, Zhennao Cai, Mingjing Wang, Huiling Chen, Chengye Li:
Enhanced differential evolution algorithm for feature selection in tuberculous pleural effusion clinical characteristics analysis. Artif. Intell. Medicine 153: 102886 (2024) - [j204]Lemin Peng, Xinru Li, Liang Yu, Ali Asghar Heidari, Huiling Chen, Guoxi Liang:
Q-learning guided mutational Harris hawk optimizer for high-dimensional gene data feature selection. Appl. Soft Comput. 161: 111734 (2024) - [j203]Yueyue Huang, Minmin Wu, Ding Li, Zhiqiang Chen, Xueshu Yu, Yifan Gao, Xiaojuan Lai, Lianmin Ye, Shichao Quan, Yingru Lu, Ali Asghar Heidari, Huiling Chen, Jingye Pan:
Advancing gene feature selection: Comprehensive learning modified hunger games search for high-dimensional data. Biomed. Signal Process. Control. 87(Part A): 105423 (2024) - [j202]Ying Chen, Wei Zhang, Taohui Zhou, Honping Lin, Ali Asghar Heidari, Huiling Chen, Lan Liu:
Joint margin adaption and multiscale feature fusion for COVID-19 CT images segmentation. Biomed. Signal Process. Control. 91: 105912 (2024) - [j201]Ying Chen, Hongping Lin, Wei Zhang, Wang Chen, Zonglai Zhou, Ali Asghar Heidari, Huiling Chen, Guohui Xu:
ICycle-GAN: Improved cycle generative adversarial networks for liver medical image generation. Biomed. Signal Process. Control. 92: 106100 (2024) - [j200]Jian Li, Jiawei Wang, Fengwu Lin, Ali Asghar Heidari, Yi Chen, Huiling Chen, Wenqi Wu:
PRCNet: A parallel reverse convolutional attention network for colorectal polyp segmentation. Biomed. Signal Process. Control. 95: 106336 (2024) - [j199]Jinge Shi, Yi Chen, Zhennao Cai, Ali Asghar Heidari, Huiling Chen, Xiaowei Chen:
Multi-threshold image segmentation based on an improved whale optimization algorithm: A case study of Lupus Nephritis. Biomed. Signal Process. Control. 96: 106492 (2024) - [j198]Junbo Lian, Guohua Hui, Ling Ma, Ting Zhu, Xincan Wu, Ali Asghar Heidari, Yi Chen, Huiling Chen:
Parrot optimizer: Algorithm and applications to medical problems. Comput. Biol. Medicine 172: 108064 (2024) - [j197]Li Yuan, Xiongjun Tian, Jiacheng Yuan, Jingyu zhang, Xiaojing Dai, Ali Asghar Heidari, Huiling Chen, Sudan Yu:
Enhancing network security with information-guided-enhanced Runge Kutta feature selection for intrusion detection. Clust. Comput. 27(9): 12569-12602 (2024) - [j196]Shuhui Hao, Changcheng Huang, Ali Asghar Heidari, Huiling Chen, Guoxi Liang:
An improved weighted mean of vectors optimizer for multi-threshold image segmentation: case study of breast cancer. Clust. Comput. 27(10): 13945-14004 (2024) - [j195]Boli Zheng, Yi Chen, Chaofan Wang, Ali Asghar Heidari, Lei Liu, Huiling Chen, Xiaowei Chen, Peirong Chen:
Stochastic biogeography-based learning improved RIME algorithm: application to image segmentation of lupus nephritis. Clust. Comput. 27(10): 14185-14229 (2024) - [j194]Jinge Shi, Yi Chen, Zhennao Cai, Ali Asghar Heidari, Huiling Chen, Qiuxiang He:
Multi-threshold image segmentation using a boosted whale optimization: case study of breast invasive ductal carcinomas. Clust. Comput. 27(10): 14891-14949 (2024) - [j193]Ying Chen, Liang Xu, Huiling Chen, Yugang Zeng, Shubin Guo, Junkang Deng, Ali Asghar Heidari:
Two-Stage and Two-Discriminator generative adversarial network for the inpainting of irregularly incomplete iris images. Displays 82: 102626 (2024) - [j192]Jie Xing, Ali Asghar Heidari, Huiling Chen, Hanli Zhao:
WHRIME: A weight-based recursive hierarchical RIME optimizer for breast cancer histopathology image segmentation. Displays 82: 102648 (2024) - [j191]Chong Yuan, Dong Zhao, Ali Asghar Heidari, Lei Liu, Yi Chen, Guoxi Liang:
Cross and local optimal avoidance of RIME algorithm: A segmentation study for COVID-19 X-ray images. Displays 83: 102727 (2024) - [j190]Chong Yuan, Dong Zhao, Ali Asghar Heidari, Lei Liu, Yi Chen, Zongda Wu, Huiling Chen:
Artemisinin optimization based on malaria therapy: Algorithm and applications to medical image segmentation. Displays 84: 102740 (2024) - [j189]Jinge Shi, Yi Chen, Chaofan Wang, Ali Asghar Heidari, Lei Liu, Huiling Chen, Xiaowei Chen, Li Sun:
Multi-threshold image segmentation using new strategies enhanced whale optimization for lupus nephritis pathological images. Displays 84: 102799 (2024) - [j188]Huiling Chen, Iman Ahmadianfar, Guoxi Liang, Ali Asghar Heidari:
Robust kernel extreme learning machines with weighted mean of vectors and variational mode decomposition for forecasting total dissolved solids. Eng. Appl. Artif. Intell. 133: 108587 (2024) - [j187]Jian Li, Jiawei Wang, Fengwu Lin, Wenqi Wu, Zhao-Min Chen, Ali Asghar Heidari, Huiling Chen:
DSEUNet: A lightweight UNet for dynamic space grouping enhancement for skin lesion segmentation. Expert Syst. Appl. 255: 124544 (2024) - [j186]Nguyen Van Thieu, Ngoc Hung Nguyen, Ali Asghar Heidari:
Feature selection using metaheuristics made easy: Open source MAFESE library in Python. Future Gener. Comput. Syst. 160: 340-358 (2024) - [j185]Sixian Chan, Chenhao Qiu, Dijuan Wu, Jie Hu, Ali Asghar Heidari, Huiling Chen:
Fusion detection and ReID embedding with hybrid attention for multi-object tracking. Neurocomputing 575: 127328 (2024) - [j184]Ailiang Qi, Dong Zhao, Ali Asghar Heidari, Lei Liu, Yi Chen, Huiling Chen:
FATA: An efficient optimization method based on geophysics. Neurocomputing 607: 128289 (2024) - [j183]Chong Yuan, Dong Zhao, Ali Asghar Heidari, Lei Liu, Yi Chen, Huiling Chen:
Polar lights optimizer: Algorithm and applications in image segmentation and feature selection. Neurocomputing 607: 128427 (2024) - [j182]Junbo Lian, Ting Zhu, Ling Ma, Xincan Wu, Ali Asghar Heidari, Yi Chen, Huiling Chen, Guohua Hui:
The educational competition optimizer. Int. J. Syst. Sci. 55(15): 3185-3222 (2024) - [j181]Qibo Sun, Chaofan Wang, Yi Chen, Ali Asghar Heidari, Huiling Chen, Guoxi Liang:
An efficient weighted slime mould algorithm for engineering optimization. J. Big Data 11(1): 141 (2024) - [j180]Zhen Wang, Dong Zhao, Ali Asghar Heidari, Huiling Chen:
Hunger games search algorithm based on stochastic individual information for engineering design optimization problems. J. Comput. Des. Eng. 11(3): 280-307 (2024) - [j179]Helong Yu, Zisong Zhao, Qi Cai, Ali Asghar Heidari, Xingmei Xu, Huiling Chen:
Slime mould algorithm with horizontal crossover and adaptive evolutionary strategy: performance design for engineering problems. J. Comput. Des. Eng. 11(4): 83-108 (2024) - [j178]Jinpeng Huang, Yi Chen, Ali Asghar Heidari, Lei Liu, Huiling Chen, Guoxi Liang:
Enhancing slime mould algorithm for engineering optimization: leveraging covariance matrix adaptation and best position management. J. Comput. Des. Eng. 11(4): 151-183 (2024) - [j177]Wei Zhu, Zhihui Li, Hang Su, Lei Liu, Ali Asghar Heidari, Huiling Chen, Guoxi Liang:
Optimizing microseismic monitoring: a fusion of Gaussian-Cauchy and adaptive weight strategies. J. Comput. Des. Eng. 11(5): 1-28 (2024) - [j176]Boli Zheng, Yi Chen, Chaofan Wang, Ali Asghar Heidari, Lei Liu, Huiling Chen:
The moss growth optimization (MGO): concepts and performance. J. Comput. Des. Eng. 11(5): 184-221 (2024) - [j175]Huangying Wu, Yi Chen, Wei Zhu, Zhennao Cai, Ali Asghar Heidari, Huiling Chen:
Feature selection in high-dimensional data: an enhanced RIME optimization with information entropy pruning and DBSCAN clustering. Int. J. Mach. Learn. Cybern. 15(9): 4211-4254 (2024) - [j174]Shuhui Hao, Changcheng Huang, Ali Asghar Heidari, Qike Shao, Huiling Chen:
Performance optimization of hunger games search for multi-threshold COVID-19 image segmentation. Multim. Tools Appl. 83(8): 24005-24044 (2024) - 2023
- [j173]Shubiao Wu, Ali Asghar Heidari, Siyang Zhang, Fangjun Kuang, Huiling Chen:
Gaussian bare-bone slime mould algorithm: performance optimization and case studies on truss structures. Artif. Intell. Rev. 56(9): 9051-9087 (2023) - [j172]Boyang Xu, Ali Asghar Heidari, Zhennao Cai, Huiling Chen:
Dimensional decision covariance colony predation algorithm: global optimization and high-dimensional feature selection. Artif. Intell. Rev. 56(10): 11415-11471 (2023) - [j171]Mingjing Wang, Ali Asghar Heidari, Huiling Chen:
A multi-objective evolutionary algorithm with decomposition and the information feedback for high-dimensional medical data. Appl. Soft Comput. 136: 110102 (2023) - [j170]Xinsen Zhou, Wenyong Gui, Ali Asghar Heidari, Zhennao Cai, Guoxi Liang, Huiling Chen:
Random following ant colony optimization: Continuous and binary variants for global optimization and feature selection. Appl. Soft Comput. 144: 110513 (2023) - [j169]Meilin Zhang, Huiling Chen, Ali Asghar Heidari, Zhennao Cai, Nojood O. Aljehane, Romany Fouad Mansour:
OCRUN: An oppositional Runge Kutta optimizer with cuckoo search for global optimization and feature selection. Appl. Soft Comput. 146: 110664 (2023) - [j168]Shuhui Hao, Changcheng Huang, Ali Asghar Heidari, Zhangze Xu, Huiling Chen, Maha M. Althobaiti, Romany Fouad Mansour, Xiaowei Chen:
Performance optimization of water cycle algorithm for multilevel lupus nephritis image segmentation. Biomed. Signal Process. Control. 80(Part): 104139 (2023) - [j167]Xiao Yang, Rui Wang, Dong Zhao, Fanhua Yu, Ali Asghar Heidari, Zhangze Xu, Huiling Chen, Abeer D. Algarni, Hela Elmannai, Suling Xu:
Multi-level threshold segmentation framework for breast cancer images using enhanced differential evolution. Biomed. Signal Process. Control. 80(Part): 104373 (2023) - [j166]Lingxian Hou, Ruohe Li, Majdi M. Mafarja, Ali Asghar Heidari, Liping Liu, Congcong Jin, Shanshan Zhou, Huiling Chen, Zhennao Cai, Chengye Li:
Image segmentation of Intracerebral hemorrhage patients based on enhanced hunger Games search Optimizer. Biomed. Signal Process. Control. 82: 104511 (2023) - [j165]Jie Xing, Xinsen Zhou, Hanli Zhao, Huiling Chen, Ali Asghar Heidari:
Elite levy spreading differential evolution via ABC shrink-wrap for multi-threshold segmentation of breast cancer images. Biomed. Signal Process. Control. 82: 104592 (2023) - [j164]Meilin Zhang, Qianxi Wu, Huiling Chen, Ali Asghar Heidari, Zhennao Cai, Jiaren Li, Elsaid Md. Abdelrahim, Romany Fouad Mansour:
Whale optimization with random contraction and Rosenbrock method for COVID-19 disease prediction. Biomed. Signal Process. Control. 83: 104638 (2023) - [j163]Dong Zhao, Ailiang Qi, Fanhua Yu, Ali Asghar Heidari, Huiling Chen, Yangyang Li:
Multi-strategy ant colony optimization for multi-level image segmentation: Case study of melanoma. Biomed. Signal Process. Control. 83: 104647 (2023) - [j162]Jiaochen Chen, Zhennao Cai, Ali Asghar Heidari, Huiling Chen, Qiuxiang He, José Escorcia-Gutierrez, Romany Fouad Mansour:
Multi-threshold image segmentation based on an improved differential evolution: Case study of thyroid papillary carcinoma. Biomed. Signal Process. Control. 85: 104893 (2023) - [j161]Shuhui Hao, Changcheng Huang, Ali Asghar Heidari, Zhangze Xu, Huiling Chen, Eatedal Alabdulkreem, Hela Elmannai, Xianchuan Wang:
Multi-threshold image segmentation using an enhanced fruit fly optimization for COVID-19 X-ray images. Biomed. Signal Process. Control. 86(Part A): 105147 (2023) - [j160]Yan Han, Weibin Chen, Ali Asghar Heidari, Huiling Chen, Xin Zhang:
A solution to the stagnation of multi-verse optimization: An efficient method for breast cancer pathologic images segmentation. Biomed. Signal Process. Control. 86(Part B): 105208 (2023) - [j159]Cuihong Wen, Shaowu Liu, Shuai Liu, Ali Asghar Heidari, Mohammad Hijji, Carmen Zarco, Khan Muhammad:
ACSN: Attention capsule sampling network for diagnosing COVID-19 based on chest CT scans. Comput. Biol. Medicine 153: 106338 (2023) - [j158]Jian Li, Kongyu Liu, Yating Hu, Hongchen Zhang, Ali Asghar Heidari, Huiling Chen, Weijiang Zhang, Abeer D. Algarni, Hela Elmannai:
Eres-UNet++: Liver CT image segmentation based on high-efficiency channel attention and Res-UNet++. Comput. Biol. Medicine 158: 106501 (2023) - [j157]Jiaochen Chen, Zhennao Cai, Ali Asghar Heidari, Lei Liu, Huiling Chen, Jingye Pan:
Dynamic mechanism-assisted artificial bee colony optimization for image segmentation of COVID-19 chest X-ray. Displays 79: 102485 (2023) - [j156]Zhangze Xu, Ali Asghar Heidari, Fangjun Kuang, Ashraf Khalil, Majdi M. Mafarja, Siyang Zhang, Huiling Chen, Zhifang Pan:
Enhanced Gaussian bare-bones grasshopper optimization: Mitigating the performance concerns for feature selection. Expert Syst. Appl. 212: 118642 (2023) - [j155]Xiao Yang, Rui Wang, Dong Zhao, Fanhua Yu, Chunyu Huang, Ali Asghar Heidari, Zhennao Cai, Sami Bourouis, Abeer D. Algarni, Huiling Chen:
An adaptive quadratic interpolation and rounding mechanism sine cosine algorithm with application to constrained engineering optimization problems. Expert Syst. Appl. 213(Part): 119041 (2023) - [j154]Songwei Zhao, Pengjun Wang, Ali Asghar Heidari, Xuehua Zhao, Huiling Chen:
Boosted crow search algorithm for handling multi-threshold image problems with application to X-ray images of COVID-19. Expert Syst. Appl. 213(Part): 119095 (2023) - [j153]Hongliang Zhang, Tong Liu, Xiaojia Ye, Ali Asghar Heidari, Guoxi Liang, Huiling Chen, Zhifang Pan:
Differential evolution-assisted salp swarm algorithm with chaotic structure for real-world problems. Eng. Comput. 39(3): 1735-1769 (2023) - [j152]Abdelazim G. Hussien, Ali Asghar Heidari, Xiaojia Ye, Guoxi Liang, Huiling Chen, Zhifang Pan:
Boosting whale optimization with evolution strategy and Gaussian random walks: an image segmentation method. Eng. Comput. 39(3): 1935-1979 (2023) - [j151]Ruyi Dong, Junjie Du, Yanan Liu, Ali Asghar Heidari, Huiling Chen:
An enhanced deep deterministic policy gradient algorithm for intelligent control of robotic arms. Frontiers Neuroinformatics 17 (2023) - [j150]Xiuzhi Zhao, Lei Liu, Ali Asghar Heidari, Yi Chen, Benedict Jun Ma, Huiling Chen, Shichao Quan:
An enhanced ant colony optimizer with Cauchy-Gaussian fusion and novel movement strategy for multi-threshold COVID-19 X-ray image segmentation. Frontiers Neuroinformatics 17 (2023) - [j149]Ying Chen, Huimin Gan, Huiling Chen, Yugang Zeng, Liang Xu, Ali Asghar Heidari, Xiaodong Zhu, Yuanning Liu:
Accurate iris segmentation and recognition using an end-to-end unified framework based on MADNet and DSANet. Neurocomputing 517: 264-278 (2023) - [j148]Shengsheng Wang, Bilin Wang, Zhe Zhang, Ali Asghar Heidari, Huiling Chen:
Class-aware sample reweighting optimal transport for multi-source domain adaptation. Neurocomputing 523: 213-223 (2023) - [j147]Hang Su, Dong Zhao, Ali Asghar Heidari, Lei Liu, Xiaoqin Zhang, Majdi M. Mafarja, Huiling Chen:
RIME: A physics-based optimization. Neurocomputing 532: 183-214 (2023) - [j146]Ronghao Fu, Chengcheng Chen, Shuang Yan, Ali Asghar Heidari, Xianchang Wang, José Escorcia-Gutierrez, Romany Fouad Mansour, Huiling Chen:
Gaussian similarity-based adaptive dynamic label assignment for tiny object detection. Neurocomputing 543: 126285 (2023) - [j145]Yisu Ge, Zhao-Min Chen, Guodao Zhang, Ali Asghar Heidari, Huiling Chen, Shu Teng:
Unsupervised domain adaptation via style adaptation and boundary enhancement for medical semantic segmentation. Neurocomputing 550: 126469 (2023) - [j144]Xinsen Zhou, Yi Chen, Zongda Wu, Ali Asghar Heidari, Huiling Chen, Eatedal Alabdulkreem, José Escorcia-Gutierrez, Xianchuan Wang:
Boosted local dimensional mutation and all-dimensional neighborhood slime mould algorithm for feature selection. Neurocomputing 551: 126467 (2023) - [j143]Hang Su, Dong Zhao, Fanhua Yu, Ali Asghar Heidari, Zhangze Xu, Fahd Saleh Alotaibi, Majdi M. Mafarja, Huiling Chen:
A horizontal and vertical crossover cuckoo search: optimizing performance for the engineering problems. J. Comput. Des. Eng. 10(1): 36-64 (2023) - [j142]Weifeng Shan, Xinxin He, Haijun Liu, Ali Asghar Heidari, Maofa Wang, Zhennao Cai, Huiling Chen:
Cauchy mutation boosted Harris hawk algorithm: optimal performance design and engineering applications. J. Comput. Des. Eng. 10(2): 503-526 (2023) - [j141]Shuhui Hao, Changcheng Huang, Ali Asghar Heidari, Huiling Chen, Lingzhi Li, Abeer D. Algarni, Hela Elmannai, Suling Xu:
Salp swarm algorithm with iterative mapping and local escaping for multi-level threshold image segmentation: a skin cancer dermoscopic case study. J. Comput. Des. Eng. 10(2): 655-693 (2023) - [j140]Helong Yu, Zisong Zhao, Jing Zhou, Ali Asghar Heidari, Huiling Chen:
Sine cosine algorithm with communication and quality enhancement: Performance design for engineering problems. J. Comput. Des. Eng. 10(4): 1868-1891 (2023) - [j139]Yunlou Qian, Jiaqing Tu, Gang Luo, Ce Sha, Ali Asghar Heidari, Huiling Chen:
Multi-threshold remote sensing image segmentation with improved ant colony optimizer with salp foraging. J. Comput. Des. Eng. 10(6): 2200-2221 (2023) - [j138]Ruyi Dong, Yanan Liu, Siwen Wang, Ali Asghar Heidari, Mingjing Wang, Yi Chen, Shuihua Wang, Huiling Chen, Yudong Zhang:
Multi-strategy enhanced kernel search optimization and its application in economic emission dispatch problems. J. Comput. Des. Eng. 11(1): 135-172 (2023) - [j137]Wei Zhu, Zhihui Li, Ali Asghar Heidari, Shuihua Wang, Huiling Chen, Yudong Zhang:
An Enhanced RIME Optimizer with Horizontal and Vertical Crossover for Discriminating Microseismic and Blasting Signals in Deep Mines. Sensors 23(21): 8787 (2023) - [d2]Nguyen Van Thieu, Ngoc Hung Nguyen, Ali Asghar Heidari:
Feature Selection using Metaheuristics Made Easy: Open Source MAFESE Library in Python. Zenodo, 2023
- [d1]Nguyen Van Thieu, Ngoc Hung Nguyen, Ali Asghar Heidari:
Feature Selection using Metaheuristics Made Easy: Open Source MAFESE Library in Python. Zenodo, 2023 - 2022
- [j136]Jiao Hu, Yi Liu, Ali Asghar Heidari, Yasmeen Bano, Alisherjon Ibrohimov, Guoxi Liang, Huiling Chen, Xumin Chen, Atef Zaguia, Hamza Turabieh:
An effective model for predicting serum albumin level in hemodialysis patients. Comput. Biol. Medicine 140: 105054 (2022) - [j135]Jianfu Xia, Daqing Yang, Hong Zhou, Yuyan Chen, Hongliang Zhang, Tong Liu, Ali Asghar Heidari, Huiling Chen, Zhifang Pan:
Evolving kernel extreme learning machine for medical diagnosis via a disperse foraging sine cosine algorithm. Comput. Biol. Medicine 141: 105137 (2022) - [j134]Jiao Hu, Zhengyuan Han, Ali Asghar Heidari, Yeqi Shou, Hua Ye, Liangxing Wang, Xiaoying Huang, Huiling Chen, Yanfan Chen, Peiliang Wu:
Detection of COVID-19 severity using blood gas analysis parameters and Harris hawks optimized extreme learning machine. Comput. Biol. Medicine 142: 105166 (2022) - [j133]Xiaowei Chen, Hui Huang, Ali Asghar Heidari, Chuanyin Sun, Yinqiu Lv, Wenyong Gui, Guoxi Liang, Zhiyang Gu, Huiling Chen, Chengye Li, Peirong Chen:
An efficient multilevel thresholding image segmentation method based on the slime mould algorithm with bee foraging mechanism: A real case with lupus nephritis images. Comput. Biol. Medicine 142: 105179 (2022) - [j132]Hang Su, Dong Zhao, Fanhua Yu, Ali Asghar Heidari, Yu Zhang, Huiling Chen, Chengye Li, Jingye Pan, Shichao Quan:
Horizontal and vertical search artificial bee colony for image segmentation of COVID-19 X-ray images. Comput. Biol. Medicine 142: 105181 (2022) - [j131]Jianfu Xia, Zhifei Wang, Daqing Yang, Rizeng Li, Guoxi Liang, Huiling Chen, Ali Asghar Heidari, Hamza Turabieh, Majdi M. Mafarja, Zhifang Pan:
Performance optimization of support vector machine with oppositional grasshopper optimization for acute appendicitis diagnosis. Comput. Biol. Medicine 143: 105206 (2022) - [j130]Jiacong Liu, Jiahui Wei, Ali Asghar Heidari, Fangjun Kuang, Siyang Zhang, Wenyong Gui, Huiling Chen, Zhifang Pan:
Chaotic simulated annealing multi-verse optimization enhanced kernel extreme learning machine for medical diagnosis. Comput. Biol. Medicine 144: 105356 (2022) - [j129]Yizhou Chen, Xu-Hua Yang, Zihan Wei, Ali Asghar Heidari, Nenggan Zheng, Zhicheng Li, Huiling Chen, Haigen Hu, Qianwei Zhou, Qiu Guan:
Generative Adversarial Networks in Medical Image augmentation: A review. Comput. Biol. Medicine 144: 105382 (2022) - [j128]Zhenzhen Luo, Shan Jin, Zuoyong Li, Hui Huang, Lei Xiao, Huiling Chen, Ali Asghar Heidari, Jiao Hu, Changzu Chen, Peiyu Chen, Zhongyi Hu:
Hierarchical Harris hawks optimization for epileptic seizure classification. Comput. Biol. Medicine 145: 105397 (2022) - [j127]Mingjing Wang, Yingqi Liang, Zhongyi Hu, Siyuan Chen, Beibei Shi, Ali Asghar Heidari, Qian Zhang, Huiling Chen, Xiaowei Chen:
Lupus nephritis diagnosis using enhanced moth flame algorithm with support vector machines. Comput. Biol. Medicine 145: 105435 (2022) - [j126]Qiu Guan, Yizhou Chen, Zihan Wei, Ali Asghar Heidari, Haigen Hu, Xuhua Yang, Jianwei Zheng, Qianwei Zhou, Huiling Chen, Feng Chen:
Medical image augmentation for lesion detection using a texture-constrained multichannel progressive GAN. Comput. Biol. Medicine 145: 105444 (2022) - [j125]Xiao Yang, Dong Zhao, Fanhua Yu, Ali Asghar Heidari, Yasmeen Bano, Alisherjon Ibrohimov, Yi Liu, Zhennao Cai, Hui-Ling Chen, Xumin Chen:
An optimized machine learning framework for predicting intradialytic hypotension using indexes of chronic kidney disease-mineral and bone disorders. Comput. Biol. Medicine 145: 105510 (2022) - [j124]Beibei Shi, Tao Zhou, Shushu Lv, Mingjing Wang, Siyuan Chen, Ali Asghar Heidari, Xiaoying Huang, Huiling Chen, Liangxing Wang, Peiliang Wu:
An evolutionary machine learning for pulmonary hypertension animal model from arterial blood gas analysis. Comput. Biol. Medicine 146: 105529 (2022) - [j123]Weifeng Shan, Zenglin Qiao, Ali Asghar Heidari, Wenyong Gui, Huiling Chen, Yuntian Teng, Yingqi Liang, Tianmin Lv:
An efficient rotational direction heap-based optimization with orthogonal structure for medical diagnosis. Comput. Biol. Medicine 146: 105563 (2022) - [j122]Hang Su, Dong Zhao, Hela Elmannai, Ali Asghar Heidari, Sami Bourouis, Zongda Wu, Zhennao Cai, Wenyong Gui, Mayun Chen:
Multilevel threshold image segmentation for COVID-19 chest radiography: A framework using horizontal and vertical multiverse optimization. Comput. Biol. Medicine 146: 105618 (2022) - [j121]Xiao Yang, Dong Zhao, Fanhua Yu, Ali Asghar Heidari, Yasmeen Bano, Alisherjon Ibrohimov, Yi Liu, Zhennao Cai, Huiling Chen, Xumin Chen:
Boosted machine learning model for predicting intradialytic hypotension using serum biomarkers of nutrition. Comput. Biol. Medicine 147: 105752 (2022) - [j120]Ailiang Qi, Dong Zhao, Fanhua Yu, Ali Asghar Heidari, Zongda Wu, Zhennao Cai, Fayadh Alenezi, Romany Fouad Mansour, Huiling Chen, Mayun Chen:
Directional mutation and crossover boosted ant colony optimization with application to COVID-19 X-ray image segmentation. Comput. Biol. Medicine 148: 105810 (2022) - [j119]Helong Yu, Jiawen Liu, Chengcheng Chen, Ali Asghar Heidari, Qian Zhang, Huiling Chen:
Optimized deep residual network system for diagnosing tomato pests. Comput. Electron. Agric. 195: 106805 (2022) - [j118]Shiming Song, Pengjun Wang, Ali Asghar Heidari, Xuehua Zhao, Huiling Chen:
Adaptive Harris hawks optimization with persistent trigonometric differences for photovoltaic model parameter extraction. Eng. Appl. Artif. Intell. 109: 104608 (2022) - [j117]Helong Yu, Jiuman Song, Chengcheng Chen, Ali Asghar Heidari, Jiawen Liu, Huiling Chen, Atef Zaguia, Majdi M. Mafarja:
Image segmentation of Leaf Spot Diseases on Maize using multi-stage Cauchy-enabled grey wolf algorithm. Eng. Appl. Artif. Intell. 109: 104653 (2022) - [j116]Yi Chen, Mingjing Wang, Ali Asghar Heidari, Beibei Shi, Zhongyi Hu, Qian Zhang, Huiling Chen, Majdi M. Mafarja, Hamza Turabieh:
Multi-threshold image segmentation using a multi-strategy shuffled frog leaping algorithm. Expert Syst. Appl. 194: 116511 (2022) - [j115]Iman Ahmadianfar, Ali Asghar Heidari, Saeed Noshadian, Huiling Chen, Amir H. Gandomi:
INFO: An efficient optimization algorithm based on weighted mean of vectors. Expert Syst. Appl. 195: 116516 (2022) - [j114]Wei Zhou, Pengjun Wang, Ali Asghar Heidari, Xuehua Zhao, Huiling Chen:
Spiral Gaussian mutation sine cosine algorithm: Framework and comprehensive performance optimization. Expert Syst. Appl. 209: 118372 (2022) - [j113]Ahmad Abbasi, Behnam Firouzi, Polat Sendur, Ali Asghar Heidari, Huiling Chen, Rajiv Tiwari:
Multi-strategy Gaussian Harris hawks optimization for fatigue life of tapered roller bearings. Eng. Comput. 38(5): 4387-4413 (2022) - [j112]Songwei Zhao, Pengjun Wang, Ali Asghar Heidari, Xuehua Zhao, Chao Ma, Huiling Chen:
An enhanced Cauchy mutation grasshopper optimization with trigonometric substitution: engineering design and feature selection. Eng. Comput. 38(5): 4583-4616 (2022) - [j111]Waseem Ullah, Amin Ullah, Tanveer Hussain, Khan Muhammad, Ali Asghar Heidari, Javier Del Ser, Sung Wook Baik, Victor Hugo C. de Albuquerque:
Artificial Intelligence of Things-assisted two-stream neural network for anomaly detection in surveillance Big Video Data. Future Gener. Comput. Syst. 129: 286-297 (2022) - [j110]Yupeng Li, Dong Zhao, Zhangze Xu, Ali Asghar Heidari, Huiling Chen, Xinyu Jiang, Zhifang Liu, Mengmeng Wang, Qiongyan Zhou, Suling Xu:
bSRWPSO-FKNN: A boosted PSO with fuzzy K-nearest neighbor classifier for predicting atopic dermatitis disease. Frontiers Neuroinformatics 16 (2022) - [j109]Hang Su, Zhengyuan Han, Yujie Fu, Dong Zhao, Fanhua Yu, Ali Asghar Heidari, Yu Zhang, Yeqi Shou, Peiliang Wu, Huiling Chen, Yanfan Chen:
Detection of pulmonary embolism severity using clinical characteristics, hematological indices, and machine learning techniques. Frontiers Neuroinformatics 16 (2022) - [j108]Hang Su, Yeqi Shou, Yujie Fu, Dong Zhao, Ali Asghar Heidari, Zhengyuan Han, Peiliang Wu, Huiling Chen, Yanfan Chen:
A new machine learning model for predicting severity prognosis in patients with pulmonary embolism: Study protocol from Wenzhou, China. Frontiers Neuroinformatics 16 (2022) - [j107]Mingjing Wang, Long Chen, Ali Asghar Heidari, Huiling Chen:
Fireworks explosion boosted Harris Hawks optimization for numerical optimization: Case of classifying the severity of COVID-19. Frontiers Neuroinformatics 16 (2022) - [j106]Xiao Yang, Xiaojia Ye, Dong Zhao, Ali Asghar Heidari, Zhangze Xu, Huiling Chen, Yangyang Li:
Multi-threshold image segmentation for melanoma based on Kapur's entropy using enhanced ant colony optimization. Frontiers Neuroinformatics 16 (2022) - [j105]Zenglin Qiao, Weifeng Shan, Nan Jiang, Ali Asghar Heidari, Huiling Chen, Yuntian Teng, Hamza Turabieh, Majdi M. Mafarja:
Gaussian bare-bones gradient-based optimization: Towards mitigating the performance concerns. Int. J. Intell. Syst. 37(6): 3193-3254 (2022) - [j104]Jiao Hu, Ali Asghar Heidari, Lejun Zhang, Xiao Xue, Wenyong Gui, Huiling Chen, Zhifang Pan:
Chaotic diffusion-limited aggregation enhanced grey wolf optimizer: Insights, analysis, binarization, and feature selection. Int. J. Intell. Syst. 37(8): 4864-4927 (2022) - [j103]Yun Liu, Ali Asghar Heidari, Zhennao Cai, Guoxi Liang, Huiling Chen, Zhifang Pan, Abdulmajeed Alsufyani, Sami Bourouis:
Simulated annealing-based dynamic step shuffled frog leaping algorithm: Optimal performance design and feature selection. Neurocomputing 503: 325-362 (2022) - [j102]Rukhsana Ruby, Quoc-Viet Pham, Kaishun Wu, Ali Asghar Heidari, Huiling Chen, Basem M. ElHalawany:
Enhancing Secrecy Performance of Cooperative NOMA-Based IoT Networks via Multiantenna-Aided Artificial Noise. IEEE Internet Things J. 9(7): 5108-5127 (2022) - [j101]Shuai Wang, Xinyu Liu, Shuai Liu, Khan Muhammad, Ali Asghar Heidari, Javier Del Ser, Victor Hugo C. de Albuquerque:
Human Short Long-Term Cognitive Memory Mechanism for Visual Monitoring in IoT-Assisted Smart Cities. IEEE Internet Things J. 9(10): 7128-7139 (2022) - [j100]Ailiang Qi, Dong Zhao, Fanhua Yu, Ali Asghar Heidari, Huiling Chen, Lei Xiao:
Directional mutation and crossover for immature performance of whale algorithm with application to engineering optimization. J. Comput. Des. Eng. 9(2): 519-563 (2022) - [j99]Jiuman Song, Chengcheng Chen, Ali Asghar Heidari, Jiawen Liu, Helong Yu, Huiling Chen:
Performance optimization of annealing salp swarm algorithm: frameworks and applications for engineering design. J. Comput. Des. Eng. 9(2): 633-669 (2022) - [j98]Dong Zhao, Lei Liu, Fanhua Yu, Ali Asghar Heidari, Maofa Wang, Huiling Chen, Khan Muhammad:
Opposition-based ant colony optimization with all-dimension neighborhood search for engineering design. J. Comput. Des. Eng. 9(3): 1007-1044 (2022) - [j97]Xinsen Zhou, Wenyong Gui, Ali Asghar Heidari, Zhennao Cai, Hela Elmannai, Monia Hamdi, Guoxi Liang, Hui-Ling Chen:
Advanced orthogonal learning and Gaussian barebone hunger games for engineering design. J. Comput. Des. Eng. 9(5): 1699-1736 (2022) - [j96]Shimeng Qiao, Helong Yu, Ali Asghar Heidari, Ayman A. El-Saleh, Zhennao Cai, Xingmei Xu, Majdi M. Mafarja, Huiling Chen:
Individual disturbance and neighborhood mutation search enhanced whale optimization: performance design for engineering problems. J. Comput. Des. Eng. 9(5): 1817-1851 (2022) - [j95]Helong Yu, Shimeng Qiao, Ali Asghar Heidari, Ayman A. El-Saleh, Chunguang Bi, Majdi M. Mafarja, Zhennao Cai, Huiling Chen:
Laplace crossover and random replacement strategy boosted Harris hawks optimization: performance optimization and analysis. J. Comput. Des. Eng. 9(5): 1879-1916 (2022) - [j94]Ailiang Qi, Dong Zhao, Fanhua Yu, Guangjie Liu, Ali Asghar Heidari, Huiling Chen, Abeer D. Algarni, Hela Elmannai, Wenyong Gui:
Directional crossover slime mould algorithm with adaptive Lévy diversity for the optimal design of real-world problems. J. Comput. Des. Eng. 9(6): 2375-2418 (2022) - [j93]Hanyu Hu, Weifeng Shan, Yixiang Tang, Ali Asghar Heidari, Huiling Chen, Haijun Liu, Maofa Wang, José Escorcia-Gutierrez, Romany Fouad Mansour, Jun Chen:
Horizontal and vertical crossover of sine cosine algorithm with quick moves for optimization and feature selection. J. Comput. Des. Eng. 9(6): 2524-2555 (2022) - [j92]Beibei Shi, Hua Ye, Ali Asghar Heidari, Long Zheng, Zhongyi Hu, Huiling Chen, Hamza Turabieh, Majdi M. Mafarja, Peiliang Wu:
Analysis of COVID-19 severity from the perspective of coagulation index using evolutionary machine learning with enhanced brain storm optimization. J. King Saud Univ. Comput. Inf. Sci. 34(8 Part A): 4874-4887 (2022) - [j91]Qian Zhang, Anran Huang, Lianyou Shao, Peiliang Wu, Ali Asghar Heidari, Zhennao Cai, Guoxi Liang, Huiling Chen, Fahd Saleh Alotaibi, Majdi M. Mafarja, Jinsheng Ouyang:
A machine learning framework for identifying influenza pneumonia from bacterial pneumonia for medical decision making. J. Comput. Sci. 65: 101871 (2022) - [j90]Jiao Hu, Wenyong Gui, Ali Asghar Heidari, Zhennao Cai, Guoxi Liang, Huiling Chen, Zhifang Pan:
Dispersed foraging slime mould algorithm: Continuous and binary variants for global optimization and wrapper-based feature selection. Knowl. Based Syst. 237: 107761 (2022) - [j89]Benedict Jun Ma, Shuai Liu, Ali Asghar Heidari:
Multi-strategy ensemble binary hunger games search for feature selection. Knowl. Based Syst. 248: 108787 (2022) - [j88]Helong Yu, Xianhe Cheng, Chengcheng Chen, Ali Asghar Heidari, Jiawen Liu, Zhennao Cai, Huiling Chen:
Apple leaf disease recognition method with improved residual network. Multim. Tools Appl. 81(6): 7759-7782 (2022) - [j87]Fath U Min Ullah, Khan Muhammad, Ijaz Ul Haq, Noman Khan, Ali Asghar Heidari, Sung Wook Baik, Victor Hugo C. de Albuquerque:
AI-Assisted Edge Vision for Violence Detection in IoT-Based Industrial Surveillance Networks. IEEE Trans. Ind. Informatics 18(8): 5359-5370 (2022) - 2021
- [j86]Premkumar Manoharan, Pradeep Jangir, Ravichandran Sowmya, Hassan Haes Alhelou, Ali Asghar Heidari, Huiling Chen:
MOSMA: Multi-Objective Slime Mould Algorithm Based on Elitist Non-Dominated Sorting. IEEE Access 9: 3229-3248 (2021) - [j85]Guochun Wang, Ali Asghar Heidari, Mingjing Wang, Fangjun Kuang, Wei Zhu, Huiling Chen:
Chaotic Arc Adaptive Grasshopper Optimization. IEEE Access 9: 17672-17706 (2021) - [j84]Hua Ye, Peiliang Wu, Tianru Zhu, Zhongxiang Xiao, Xie Zhang, Long Zheng, Rongwei Zheng, Yangjie Sun, Weilong Zhou, Qinlei Fu, Xinxin Ye, Ali Chen, Shuang Zheng, Ali Asghar Heidari, Mingjing Wang, Jiandong Zhu, Huiling Chen, Jifa Li:
Diagnosing Coronavirus Disease 2019 (COVID-19): Efficient Harris Hawks-Inspired Fuzzy K-Nearest Neighbor Prediction Methods. IEEE Access 9: 17787-17802 (2021) - [j83]Peiliang Wu, Hua Ye, Xueding Cai, Chengye Li, Shimin Li, Meng-Xiang Chen, Mingjing Wang, Ali Asghar Heidari, Mayun Chen, Jifa Li, Huiling Chen, Xiaoying Huang, Liangxing Wang:
An Effective Machine Learning Approach for Identifying Non-Severe and Severe Coronavirus Disease 2019 Patients in a Rural Chinese Population: The Wenzhou Retrospective Study. IEEE Access 9: 45486-45503 (2021) - [j82]Zhangze Xu, Wenyong Gui, Ali Asghar Heidari, Guoxi Liang, Huiling Chen, Chengwen Wu, Hamza Turabieh, Majdi M. Mafarja:
Spiral Motion Mode Embedded Grasshopper Optimization Algorithm: Design and Analysis. IEEE Access 9: 71104-71132 (2021) - [j81]Ibrahim Aljarah, Hossam Faris, Ali Asghar Heidari, Majdi M. Mafarja, Ala' M. Al-Zoubi, Pedro A. Castillo, Juan Julián Merelo Guervós:
A Robust Multi-Objective Feature Selection Model Based on Local Neighborhood Multi-Verse Optimization. IEEE Access 9: 100009-100028 (2021) - [j80]Beibei Shi, Hua Ye, Jian Zheng, Yefei Zhu, Ali Asghar Heidari, Long Zheng, Huiling Chen, Liangxing Wang, Peiliang Wu:
Early Recognition and Discrimination of COVID-19 Severity Using Slime Mould Support Vector Machine for Medical Decision-Making. IEEE Access 9: 121996-122015 (2021) - [j79]Helong Yu, Jiawen Liu, Chengcheng Chen, Ali Asghar Heidari, Qian Zhang, Huiling Chen, Majdi M. Mafarja, Hamza Turabieh:
Corn Leaf Diseases Diagnosis Based on K-Means Clustering and Deep Learning. IEEE Access 9: 143824-143835 (2021) - [j78]Maofa Wang, Guangda Gao, Hongliang Huang, Ali Asghar Heidari, Qian Zhang, Huiling Chen, Weiyu Tang:
A Principal Component Analysis-Boosted Dynamic Gaussian Mixture Clustering Model for Ignition Factors of Brazil's Rainforests. IEEE Access 9: 145748-145762 (2021) - [j77]Songwei Zhao, Pengjun Wang, Ali Asghar Heidari, Huiling Chen, Hamza Turabieh, Majdi M. Mafarja, Chengye Li:
Multilevel threshold image segmentation with diffusion association slime mould algorithm and Renyi's entropy for chronic obstructive pulmonary disease. Comput. Biol. Medicine 134: 104427 (2021) - [j76]Shubiao Wu, Peng Mao, Rizeng Li, Zhennao Cai, Ali Asghar Heidari, Jianfu Xia, Huiling Chen, Majdi M. Mafarja, Hamza Turabieh, Xiaowei Chen:
Evolving fuzzy k-nearest neighbors using an enhanced sine cosine algorithm: Case study of lupus nephritis. Comput. Biol. Medicine 135: 104582 (2021) - [j75]Lei Liu, Dong Zhao, Fanhua Yu, Ali Asghar Heidari, Chengye Li, Jinsheng Ouyang, Huiling Chen, Majdi M. Mafarja, Hamza Turabieh, Jingye Pan:
Ant colony optimization with Cauchy and greedy Levy mutations for multilevel COVID 19 X-ray image segmentation. Comput. Biol. Medicine 136: 104609 (2021) - [j74]Beibei Shi, Hua Ye, Long Zheng, Juncheng Lyu, Cheng Chen, Ali Asghar Heidari, Zhongyi Hu, Huiling Chen, Peiliang Wu:
Evolutionary warning system for COVID-19 severity: Colony predation algorithm enhanced extreme learning machine. Comput. Biol. Medicine 136: 104698 (2021) - [j73]Lei Liu, Dong Zhao, Fanhua Yu, Ali Asghar Heidari, Jintao Ru, Huiling Chen, Majdi M. Mafarja, Hamza Turabieh, Zhifang Pan:
Performance optimization of differential evolution with slime mould algorithm for multilevel breast cancer image segmentation. Comput. Biol. Medicine 138: 104910 (2021) - [j72]Qian Zhang, Zhiyan Wang, Ali Asghar Heidari, Wenyong Gui, Qike Shao, Huiling Chen, Atef Zaguia, Hamza Turabieh, Mayun Chen:
Gaussian Barebone Salp Swarm Algorithm with Stochastic Fractal Search for medical image segmentation: A COVID-19 case study. Comput. Biol. Medicine 139: 104941 (2021) - [j71]Songwei Zhao, Pengjun Wang, Ali Asghar Heidari, Huiling Chen, Wenming He, Suling Xu:
Performance optimization of salp swarm algorithm for multi-threshold image segmentation: Comprehensive study of breast cancer microscopy. Comput. Biol. Medicine 139: 105015 (2021) - [j70]Wei Zhou, Pengjun Wang, Ali Asghar Heidari, Mingjing Wang, Xuehua Zhao, Huiling Chen:
Multi-core sine cosine optimization: Methods and inclusive analysis. Expert Syst. Appl. 164: 113974 (2021) - [j69]Hongliang Zhang, Zhiyan Wang, Weibin Chen, Ali Asghar Heidari, Mingjing Wang, Xuehua Zhao, Guoxi Liang, Huiling Chen, Xin Zhang:
Ensemble mutation-driven salp swarm algorithm with restart mechanism: Framework and fundamental analysis. Expert Syst. Appl. 165: 113897 (2021) - [j68]Dong Zhao, Lei Liu, Fanhua Yu, Ali Asghar Heidari, Mingjing Wang, Diego Oliva, Khan Muhammad, Huiling Chen:
Ant colony optimization with horizontal and vertical crossover search: Fundamental visions for multi-threshold image segmentation. Expert Syst. Appl. 167: 114122 (2021) - [j67]Mohammed Azmi Al-Betar, Mohammed A. Awadallah, Ali Asghar Heidari, Huiling Chen, Habes Al-Khraisat, Chengye Li:
Survival exploration strategies for Harris Hawks Optimizer. Expert Syst. Appl. 168: 114243 (2021) - [j66]Yun Liu, Yanqing Shi, Hao Chen, Ali Asghar Heidari, Wenyong Gui, Mingjing Wang, Huiling Chen, Chengye Li:
Chaos-assisted multi-population salp swarm algorithms: Framework and case studies. Expert Syst. Appl. 168: 114369 (2021) - [j65]Chenyang Li, Jun Li, Huiling Chen, Ali Asghar Heidari:
Memetic Harris Hawks Optimization: Developments and perspectives on project scheduling and QoS-aware web service composition. Expert Syst. Appl. 171: 114529 (2021) - [j64]Yutao Yang, Huiling Chen, Ali Asghar Heidari, Amir H. Gandomi:
Hunger games search: Visions, conception, implementation, deep analysis, perspectives, and towards performance shifts. Expert Syst. Appl. 177: 114864 (2021) - [j63]Iman Ahmadianfar, Ali Asghar Heidari, Amir H. Gandomi, Xuefeng Chu, Huiling Chen:
RUN beyond the metaphor: An efficient optimization algorithm based on Runge Kutta method. Expert Syst. Appl. 181: 115079 (2021) - [j62]Caiyang Yu, Ali Asghar Heidari, Xiao Xue, Lejun Zhang, Huiling Chen, Weibin Chen:
Boosting quantum rotation gate embedded slime mould algorithm. Expert Syst. Appl. 181: 115082 (2021) - [j61]Diego Oliva, Sara Esquivel-Torres, Salvador Hinojosa, Marco Antonio Pérez Cisneros, Valentín Osuna-Enciso, Noé Ortega-Sánchez, Gaurav Dhiman, Ali Asghar Heidari:
Opposition-based moth swarm algorithm. Expert Syst. Appl. 184: 115481 (2021) - [j60]Yueting Xu, Hui Huang, Ali Asghar Heidari, Wenyong Gui, Xiaojia Ye, Ying Chen, Huiling Chen, Zhifang Pan:
MFeature: Towards high performance evolutionary tools for feature selection. Expert Syst. Appl. 186: 115655 (2021) - [j59]Pradeep Jangir, Ali Asghar Heidari, Huiling Chen:
Elitist non-dominated sorting Harris hawks optimization: Framework and developments for multi-objective problems. Expert Syst. Appl. 186: 115747 (2021) - [j58]Shubham Gupta, Kusum Deep, Ali Asghar Heidari, Hossein Moayedi, Huiling Chen:
Harmonized salp chain-built optimization. Eng. Comput. 37(2): 1049-1079 (2021) - [j57]Yanan Zhang, Renjing Liu, Ali Asghar Heidari, Xin Wang, Ying Chen, Mingjing Wang, Huiling Chen:
Towards augmented kernel extreme learning models for bankruptcy prediction: Algorithmic behavior and comprehensive analysis. Neurocomputing 430: 185-212 (2021) - [j56]Jiaze Tu, Huiling Chen, Jiacong Liu, Ali Asghar Heidari, Xiaoqin Zhang, Mingjing Wang, Rukhsana Ruby, Quoc-Viet Pham:
Evolutionary biogeography-based whale optimization methods with communication structure: Towards measuring the balance. Knowl. Based Syst. 212: 106642 (2021) - [j55]Jiao Hu, Huiling Chen, Ali Asghar Heidari, Mingjing Wang, Xiaoqin Zhang, Ying Chen, Zhifang Pan:
Orthogonal learning covariance matrix for defects of grey wolf optimizer: Insights, balance, diversity, and feature selection. Knowl. Based Syst. 213: 106684 (2021) - [j54]Weifeng Shan, Zenglin Qiao, Ali Asghar Heidari, Huiling Chen, Hamza Turabieh, Yuntian Teng:
Double adaptive weights for stabilization of moth flame optimizer: Balance analysis, engineering cases, and medical diagnosis. Knowl. Based Syst. 214: 106728 (2021) - [j53]Shiming Song, Pengjun Wang, Ali Asghar Heidari, Mingjing Wang, Xuehua Zhao, Huiling Chen, Wenming He, Suling Xu:
Dimension decided Harris hawks optimization with Gaussian mutation: Balance analysis and diversity patterns. Knowl. Based Syst. 215: 106425 (2021) - [j52]Dong Zhao, Lei Liu, Fanhua Yu, Ali Asghar Heidari, Mingjing Wang, Guoxi Liang, Khan Muhammad, Huiling Chen:
Chaotic random spare ant colony optimization for multi-threshold image segmentation of 2D Kapur entropy. Knowl. Based Syst. 216: 106510 (2021) - [j51]Guoxi Liang, Byung-Won On, Dongwon Jeong, Ali Asghar Heidari, Hyun-Chul Kim, Gyu Sang Choi, Yongchuan Shi, Qinghua Chen, Huiling Chen:
A text GAN framework for creative essay recommendation. Knowl. Based Syst. 232: 107501 (2021) - [j50]Ruyi Dong, Huiling Chen, Ali Asghar Heidari, Hamza Turabieh, Majdi M. Mafarja, Shengsheng Wang:
Boosted kernel search: Framework, analysis and case studies on the economic emission dispatch problem. Knowl. Based Syst. 233: 107529 (2021) - [j49]Mohammed Eshtay, Hossam Faris, Ali Asghar Heidari, Ala' M. Al-Zoubi, Ibrahim Aljarah:
AutoRWN: automatic construction and training of random weight networks using competitive swarm of agents. Neural Comput. Appl. 33(11): 5507-5524 (2021) - [j48]Hamzeh Alabool, Deemah Alarabiat, Laith Mohammad Abualigah, Ali Asghar Heidari:
Harris hawks optimization: a comprehensive review of recent variants and applications. Neural Comput. Appl. 33(15): 8939-8980 (2021) - [j47]Ala' M. Al-Zoubi, Mohammad A. Hassonah, Ali Asghar Heidari, Hossam Faris, Majdi M. Mafarja, Ibrahim Aljarah:
Evolutionary competitive swarm exploring optimal support vector machines and feature weighting. Soft Comput. 25(4): 3335-3352 (2021) - [j46]Ala' M. Al-Zoubi, Mohammad A. Hassonah, Ali Asghar Heidari, Hossam Faris, Majdi M. Mafarja, Ibrahim Aljarah:
Correction to: Evolutionary competitive swarm exploring optimal support vector machines and feature weighting. Soft Comput. 25(4): 3353 (2021) - 2020
- [j45]Hua Tang, Yueting Xu, Aiju Lin, Ali Asghar Heidari, Mingjing Wang, Huiling Chen, Yungang Luo, Chengye Li:
Predicting Green Consumption Behaviors of Students Using Efficient Firefly Grey Wolf-Assisted K-Nearest Neighbor Classifiers. IEEE Access 8: 35546-35562 (2020) - [j44]Guomin Liu, Wenyuan Jia, Mingjing Wang, Ali Asghar Heidari, Huiling Chen, Yungang Luo, Chengye Li:
Predicting Cervical Hyperextension Injury: A Covariance Guided Sine Cosine Support Vector Machine. IEEE Access 8: 46895-46908 (2020) - [j43]Wei Zhu, Chao Ma, Xuehua Zhao, Mingjing Wang, Ali Asghar Heidari, Huiling Chen, Chengye Li:
Evaluation of Sino Foreign Cooperative Education Project Using Orthogonal Sine Cosine Optimized Kernel Extreme Learning Machine. IEEE Access 8: 61107-61123 (2020) - [j42]Hui Huang, Xi'an Feng, Ali Asghar Heidari, Yueting Xu, Mingjing Wang, Guoxi Liang, Huiling Chen, Xueding Cai:
Rationalized Sine Cosine Optimization With Efficient Searching Patterns. IEEE Access 8: 61471-61490 (2020) - [j41]Yan Wei, Huijing Lv, Meng-Xiang Chen, Mingjing Wang, Ali Asghar Heidari, Huiling Chen, Chengye Li:
Predicting Entrepreneurial Intention of Students: An Extreme Learning Machine With Gaussian Barebone Harris Hawks Optimizer. IEEE Access 8: 76841-76855 (2020) - [j40]Guomin Liu, Wenyuan Jia, Yungang Luo, Mingjing Wang, Ali Asghar Heidari, Jinsheng Ouyang, Huiling Chen, Mayun Chen:
Prediction Optimization of Cervical Hyperextension Injury: Kernel Extreme Learning Machines With Orthogonal Learning Butterfly Optimizer and Broyden- Fletcher-Goldfarb-Shanno Algorithms. IEEE Access 8: 119911-119930 (2020) - [j39]Beibei Shi, Ali Asghar Heidari, Cheng Chen, Mingjing Wang, Changcheng Huang, Huiling Chen, Jiayin Zhu:
Predicting Di-2-Ethylhexyl Phthalate Toxicity: Hybrid Integrated Harris Hawks Optimization With Support Vector Machines. IEEE Access 8: 161188-161202 (2020) - [j38]Mao-Lei Sun, Yun Liu, Guomin Liu, Dan Cui, Ali Asghar Heidari, Wenyuan Jia, Xuan Ji, Huiling Chen, Yungang Luo:
Application of Machine Learning to Stomatology: A Comprehensive Review. IEEE Access 8: 184360-184374 (2020) - [j37]Mohamed Abd El-Aziz, Ali Asghar Heidari, Hamido Fujita, Hossein Moayedi:
A competitive chain-based Harris Hawks Optimizer for global optimization and multi-level image thresholding problems. Appl. Soft Comput. 95: 106347 (2020) - [j36]Ibrahim Aljarah, Maria Habib, Hossam Faris, Nailah Al-Madi, Ali Asghar Heidari, Majdi M. Mafarja, Mohamed E. Abd Elaziz, Seyedali Mirjalili:
A dynamic locality multi-objective salp swarm algorithm for feature selection. Comput. Ind. Eng. 147: 106628 (2020) - [j35]Majdi M. Mafarja, Asma Qasem, Ali Asghar Heidari, Ibrahim Aljarah, Hossam Faris, Seyedali Mirjalili:
Efficient Hybrid Nature-Inspired Binary Optimizers for Feature Selection. Cogn. Comput. 12(1): 150-175 (2020) - [j34]Hossam Faris, Ali Asghar Heidari, Ala' M. Al-Zoubi, Majdi M. Mafarja, Ibrahim Aljarah, Mohammed Eshtay, Seyedali Mirjalili:
Time-varying hierarchical chains of salps with random weight networks for feature selection. Expert Syst. Appl. 140 (2020) - [j33]Xiang Zhang, Yueting Xu, Caiyang Yu, Ali Asghar Heidari, Shimin Li, Huiling Chen, Chengye Li:
Gaussian mutational chaotic fruit fly-built optimization and feature selection. Expert Syst. Appl. 141 (2020) - [j32]Huiling Chen, Shimin Li, Ali Asghar Heidari, Pengjun Wang, Jiawei Li, Yutao Yang, Mingjing Wang, Changcheng Huang:
Efficient multi-population outpost fruit fly-driven optimizers: Framework and advances in support vector machines. Expert Syst. Appl. 142 (2020) - [j31]Hao Chen, Ali Asghar Heidari, Xuehua Zhao, Lejun Zhang, Huiling Chen:
Advanced orthogonal learning-driven multi-swarm sine cosine optimization: Framework and case studies. Expert Syst. Appl. 144: 113113 (2020) - [j30]Zhangze Xu, Zhongyi Hu, Ali Asghar Heidari, Mingjing Wang, Xuehua Zhao, Huiling Chen, Xueding Cai:
Orthogonally-designed adapted grasshopper optimization: A comprehensive analysis. Expert Syst. Appl. 150: 113282 (2020) - [j29]Huiling Chen, Chenjun Yang, Ali Asghar Heidari, Xuehua Zhao:
An efficient double adaptive random spare reinforced whale optimization algorithm. Expert Syst. Appl. 154: 113018 (2020) - [j28]Erick Rodríguez-Esparza, Laura A. Zanella-Calzada, Diego Oliva, Ali Asghar Heidari, Daniel Zaldivar, Marco Antonio Pérez Cisneros, Loke Kok Foong:
An efficient Harris hawks-inspired image segmentation method. Expert Syst. Appl. 155: 113428 (2020) - [j27]Yi Fan, Pengjun Wang, Ali Asghar Heidari, Mingjing Wang, Xuehua Zhao, Huiling Chen, Chengye Li:
Rationalized fruit fly optimization with sine cosine algorithm: A comprehensive analysis. Expert Syst. Appl. 157: 113486 (2020) - [j26]Shubham Gupta, Kusum Deep, Ali Asghar Heidari, Hossein Moayedi, Mingjing Wang:
Opposition-based learning Harris hawks optimization with advanced transition rules: principles and analysis. Expert Syst. Appl. 158: 113510 (2020) - [j25]Yi Fan, Pengjun Wang, Ali Asghar Heidari, Mingjing Wang, Xuehua Zhao, Huiling Chen, Chengye Li:
Boosted hunting-based fruit fly optimization and advances in real-world problems. Expert Syst. Appl. 159: 113502 (2020) - [j24]Mingjing Wang, Ali Asghar Heidari, Meng-Xiang Chen, Huiling Chen, Xuehua Zhao, Xueding Cai:
Exploratory differential ant lion-based optimization. Expert Syst. Appl. 159: 113548 (2020) - [j23]Hongliang Zhang, Rong Li, Zhennao Cai, Zhiyang Gu, Ali Asghar Heidari, Mingjing Wang, Huiling Chen, Mayun Chen:
Advanced orthogonal moth flame optimization with Broyden-Fletcher-Goldfarb-Shanno algorithm: Framework and real-world problems. Expert Syst. Appl. 159: 113617 (2020) - [j22]Hao Chen, Ali Asghar Heidari, Huiling Chen, Mingjing Wang, Zhifang Pan, Amir H. Gandomi:
Multi-population differential evolution-assisted Harris hawks optimization: Framework and case studies. Future Gener. Comput. Syst. 111: 175-198 (2020) - [j21]Shimin Li, Huiling Chen, Mingjing Wang, Ali Asghar Heidari, Seyedali Mirjalili:
Slime mould algorithm: A new method for stochastic optimization. Future Gener. Comput. Syst. 111: 300-323 (2020) - [j20]Majdi M. Mafarja, Ali Asghar Heidari, Maria Habib, Hossam Faris, Thaer Thaher, Ibrahim Aljarah:
Augmented whale feature selection for IoT attacks: Structure, analysis and applications. Future Gener. Comput. Syst. 112: 18-40 (2020) - [j19]Ibrahim Aljarah, Majdi M. Mafarja, Ali Asghar Heidari, Hossam Faris, Seyedali Mirjalili:
Clustering analysis using a novel locality-informed grey wolf-inspired clustering approach. Knowl. Inf. Syst. 62(2): 507-539 (2020) - [j18]Xinyu Wang, Huiling Chen, Ali Asghar Heidari, Xiang Zhang, Jian Xu, Yitie Xu, Hui Huang:
Multi-population following behavior-driven fruit fly optimization: A Markov chain convergence proof and comprehensive analysis. Knowl. Based Syst. 210: 106437 (2020) - [j17]Ali Asghar Heidari, Ibrahim Aljarah, Hossam Faris, Huiling Chen, Jie Luo, Seyedali Mirjalili:
An enhanced associative learning-based exploratory whale optimizer for global optimization. Neural Comput. Appl. 32(9): 5185-5211 (2020) - [j16]Hamouda Chantar, Majdi M. Mafarja, Hamad I. Alsawalqah, Ali Asghar Heidari, Ibrahim Aljarah, Hossam Faris:
Feature selection using binary grey wolf optimizer with elite-based crossover for Arabic text classification. Neural Comput. Appl. 32(16): 12201-12220 (2020)
2010 – 2019
- 2019
- [j15]Qian Zhang, Huiling Chen, Ali Asghar Heidari, Xuehua Zhao, Yingying Xu, Pengjun Wang, Yuping Li, Chengye Li:
Chaos-Induced and Mutation-Driven Schemes Boosting Salp Chains-Inspired Optimizers. IEEE Access 7: 31243-31261 (2019) - [j14]Aiju Lin, Quanquan Wu, Ali Asghar Heidari, Yueting Xu, Huiling Chen, Wujun Geng, Yuping li, Chengye Li:
Predicting Intentions of Students for Master Programs Using a Chaos-Induced Sine Cosine-Based Fuzzy K-Nearest Neighbor Classifier. IEEE Access 7: 67235-67248 (2019) - [j13]Ali Asghar Heidari, Rahim Ali Abbaspour, Huiling Chen:
Efficient boosted grey wolf optimizers for global search and kernel extreme learning machine training. Appl. Soft Comput. 81 (2019) - [j12]Yueting Xu, Huiling Chen, Ali Asghar Heidari, Jie Luo, Qian Zhang, Xuehua Zhao, Chengye Li:
An efficient chaotic mutative moth-flame-inspired optimizer for global optimization tasks. Expert Syst. Appl. 129: 135-155 (2019) - [j11]Ali Asghar Heidari, Seyedali Mirjalili, Hossam Faris, Ibrahim Aljarah, Majdi M. Mafarja, Huiling Chen:
Harris hawks optimization: Algorithm and applications. Future Gener. Comput. Syst. 97: 849-872 (2019) - [j10]Hossam Faris, Ala' M. Al-Zoubi, Ali Asghar Heidari, Ibrahim Aljarah, Majdi M. Mafarja, Mohammad A. Hassonah, Hamido Fujita:
An intelligent system for spam detection and identification of the most relevant features based on evolutionary Random Weight Networks. Inf. Fusion 48: 67-83 (2019) - [j9]Mohammad Taradeh, Majdi M. Mafarja, Ali Asghar Heidari, Hossam Faris, Ibrahim Aljarah, Seyedali Mirjalili, Hamido Fujita:
An evolutionary gravitational search-based feature selection. Inf. Sci. 497: 219-239 (2019) - [j8]Ali Asghar Heidari, Hossam Faris, Ibrahim Aljarah, Seyedali Mirjalili:
An efficient hybrid multilayer perceptron neural network with grasshopper optimization. Soft Comput. 23(17): 7941-7958 (2019) - [p5]Ali Asghar Heidari, Hossam Faris, Seyedali Mirjalili, Ibrahim Aljarah, Majdi M. Mafarja:
Ant Lion Optimizer: Theory, Literature Review, and Application in Multi-layer Perceptron Neural Networks. Nature-Inspired Optimizers 2019: 23-46 - [p4]Majdi M. Mafarja, Ali Asghar Heidari, Hossam Faris, Seyedali Mirjalili, Ibrahim Aljarah:
Dragonfly Algorithm: Theory, Literature Review, and Application in Feature Selection. Nature-Inspired Optimizers 2019: 47-67 - [p3]Seyedali Mirjalili, Ibrahim Aljarah, Majdi M. Mafarja, Ali Asghar Heidari, Hossam Faris:
Grey Wolf Optimizer: Theory, Literature Review, and Application in Computational Fluid Dynamics Problems. Nature-Inspired Optimizers 2019: 87-105 - [p2]Ibrahim Aljarah, Majdi M. Mafarja, Ali Asghar Heidari, Hossam Faris, Seyedali Mirjalili:
Multi-verse Optimizer: Theory, Literature Review, and Application in Data Clustering. Nature-Inspired Optimizers 2019: 123-141 - [p1]Hossam Faris, Seyedali Mirjalili, Ibrahim Aljarah, Majdi M. Mafarja, Ali Asghar Heidari:
Salp Swarm Algorithm: Theory, Literature Review, and Application in Extreme Learning Machines. Nature-Inspired Optimizers 2019: 185-199 - 2018
- [j7]Ibrahim Aljarah, Majdi M. Mafarja, Ali Asghar Heidari, Hossam Faris, Yong Zhang, Seyedali Mirjalili:
Asynchronous accelerating multi-leader salp chains for feature selection. Appl. Soft Comput. 71: 964-979 (2018) - [j6]Majdi M. Mafarja, Ibrahim Aljarah, Ali Asghar Heidari, Abdelaziz I. Hammouri, Hossam Faris, Ala' M. Al-Zoubi, Seyedali Mirjalili:
Evolutionary Population Dynamics and Grasshopper Optimization approaches for feature selection problems. Knowl. Based Syst. 145: 25-45 (2018) - [j5]Hossam Faris, Majdi M. Mafarja, Ali Asghar Heidari, Ibrahim Aljarah, Ala' M. Al-Zoubi, Seyedali Mirjalili, Hamido Fujita:
An efficient binary Salp Swarm Algorithm with crossover scheme for feature selection problems. Knowl. Based Syst. 154: 43-67 (2018) - [j4]Majdi M. Mafarja, Ibrahim Aljarah, Ali Asghar Heidari, Hossam Faris, Philippe Fournier-Viger, Xiaodong Li, Seyedali Mirjalili:
Binary dragonfly optimization for feature selection using time-varying transfer functions. Knowl. Based Syst. 161: 185-204 (2018) - 2017
- [j3]Ali Asghar Heidari, Rahim Ali Abbaspour, Ahmad Rezaee Jordehi:
Gaussian bare-bones water cycle algorithm for optimal reactive power dispatch in electrical power systems. Appl. Soft Comput. 57: 657-671 (2017) - [j2]Ali Asghar Heidari, Parham Pahlavani:
An efficient modified grey wolf optimizer with Lévy flight for optimization tasks. Appl. Soft Comput. 60: 115-134 (2017) - [j1]Ali Asghar Heidari, Rahim Ali Abbaspour, Ahmad Rezaee Jordehi:
An efficient chaotic water cycle algorithm for optimization tasks. Neural Comput. Appl. 28(1): 57-85 (2017)
Coauthor Index
[j209] [j208] [j207] [j206] [j205] [j204] [j203] [j202] [j201] [j200] [j199] [j198] [j197] [j196] [j195] [j194] [j193] [j192] [j190] [j189] [j188] [j187] [j185] [j184] [j183] [j182] [j181] [j180] [j179] [j178] [j177] [j176] [j175] [j174] [j173] [j172] [j171] [j170] [j169] [j168] [j167] [j166] [j165] [j164] [j163] [j162] [j161] [j160] [j158] [j157] [j156] [j155] [j154] [j153] [j152] [j151] [j150] [j149] [j148] [j147] [j146] [j145] [j144] [j143] [j142] [j141] [j140] [j139] [j138] [j137] [j136] [j135] [j134] [j133] [j132] [j131] [j130] [j129] [j128] [j127] [j126] [j125] [j124] [j123] [j121] [j120] [j119] [j118] [j117] [j116] [j115] [j114] [j113] [j112] [j110] [j109] [j108] [j107] [j106] [j105] [j104] [j103] [j102] [j100] [j99] [j98] [j97] [j96] [j95] [j94] [j93] [j92] [j91] [j90] [j88] [j86] [j85] [j84] [j83] [j82] [j80] [j79] [j78] [j77] [j76] [j75] [j74] [j73] [j72] [j71] [j70] [j69] [j68] [j67] [j66] [j65] [j64] [j63] [j62] [j60] [j59] [j58] [j57] [j56] [j55] [j54] [j53] [j52] [j51] [j50] [j45] [j44] [j43] [j42] [j41] [j40] [j39] [j38] [j33] [j32] [j31] [j30] [j29] [j27] [j25] [j24] [j23] [j22] [j21] [j18] [j17] [j15] [j14] [j13] [j12] [j11]
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