Gaussian bare-bones water cycle algorithm for optimal reactive power dispatch in electrical power systems. - Ali Asghar Heidari; Rahim Ali Abbaspour; Ahmad Rezaee Jordehi (Appl. Soft Comput., 2017)

An efficient modified grey wolf optimizer with Lévy flight for optimization tasks. - Ali Asghar Heidari; Parham Pahlavani (Appl. Soft Comput., 2017)

An efficient chaotic water cycle algorithm for optimization tasks. - Ali Asghar Heidari; Rahim Ali Abbaspour; Ahmad Rezaee Jordehi (Neural Comput. Appl., 2017)

Asynchronous accelerating multi-leader salp chains for feature selection. - Ibrahim Aljarah; Majdi M. Mafarja; Ali Asghar Heidari; Hossam Faris; Yong Zhang 016; Seyedali Mirjalili (Appl. Soft Comput., 2018)

An efficient binary Salp Swarm Algorithm with crossover scheme for feature selection problems. - Hossam Faris; Majdi M. Mafarja; Ali Asghar Heidari; Ibrahim Aljarah; Ala' M. Al-Zoubi; Seyedali Mirjalili; Hamido Fujita (Knowl. Based Syst., 2018)

Binary dragonfly optimization for feature selection using time-varying transfer functions. - Majdi M. Mafarja; Ibrahim Aljarah; Ali Asghar Heidari; Hossam Faris; Philippe Fournier-Viger; Xiaodong Li 001; Seyedali Mirjalili (Knowl. Based Syst., 2018)

Evolutionary Population Dynamics and Grasshopper Optimization approaches for feature selection problems. - Majdi M. Mafarja; Ibrahim Aljarah; Ali Asghar Heidari; Abdelaziz I. Hammouri; Hossam Faris; Ala' M. Al-Zoubi; Seyedali Mirjalili (Knowl. Based Syst., 2018)

Predicting Intentions of Students for Master Programs Using a Chaos-Induced Sine Cosine-Based Fuzzy K-Nearest Neighbor Classifier. - Aiju Lin; Quanquan Wu; Ali Asghar Heidari; Yueting Xu; Huiling Chen 001; Wujun Geng; Yuping li; Chengye Li (IEEE Access, 2019)

Chaos-Induced and Mutation-Driven Schemes Boosting Salp Chains-Inspired Optimizers. - Qian Zhang 049; Huiling Chen 001; Ali Asghar Heidari; Xuehua Zhao; Yingying Xu; Pengjun Wang; Yuping Li; Chengye Li (IEEE Access, 2019)

Efficient boosted grey wolf optimizers for global search and kernel extreme learning machine training. - Ali Asghar Heidari; Rahim Ali Abbaspour; Huiling Chen 001 (Appl. Soft Comput., 2019)

An efficient chaotic mutative moth-flame-inspired optimizer for global optimization tasks. - Yueting Xu; Huiling Chen 001; Ali Asghar Heidari; Jie Luo 002; Qian Zhang 049; Xuehua Zhao; Chengye Li (Expert Syst. Appl., 2019)

Harris hawks optimization: Algorithm and applications. - Ali Asghar Heidari; Seyedali Mirjalili; Hossam Faris; Ibrahim Aljarah; Majdi M. Mafarja; Huiling Chen 001 (Future Gener. Comput. Syst., 2019)

An intelligent system for spam detection and identification of the most relevant features based on evolutionary Random Weight Networks. - Hossam Faris; Ala' M. Al-Zoubi; Ali Asghar Heidari; Ibrahim Aljarah; Majdi M. Mafarja; Mohammad A. Hassonah; Hamido Fujita (Inf. Fusion, 2019)

An evolutionary gravitational search-based feature selection. - Mohammad Taradeh; Majdi M. Mafarja; Ali Asghar Heidari; Hossam Faris; Ibrahim Aljarah; Seyedali Mirjalili; Hamido Fujita (Inf. Sci., 2019)

An efficient hybrid multilayer perceptron neural network with grasshopper optimization. - Ali Asghar Heidari; Hossam Faris; Ibrahim Aljarah; Seyedali Mirjalili (Soft Comput., 2019)

Multi-verse Optimizer: Theory, Literature Review, and Application in Data Clustering. - Ibrahim Aljarah; Majdi M. Mafarja; Ali Asghar Heidari; Hossam Faris; Seyedali Mirjalili (Nature-Inspired Optimizers, 2019)

Salp Swarm Algorithm: Theory, Literature Review, and Application in Extreme Learning Machines. - Hossam Faris; Seyedali Mirjalili; Ibrahim Aljarah; Majdi M. Mafarja; Ali Asghar Heidari (Nature-Inspired Optimizers, 2019)

Ant Lion Optimizer: Theory, Literature Review, and Application in Multi-layer Perceptron Neural Networks. - Ali Asghar Heidari; Hossam Faris; Seyedali Mirjalili; Ibrahim Aljarah; Majdi M. Mafarja (Nature-Inspired Optimizers, 2019)

Dragonfly Algorithm: Theory, Literature Review, and Application in Feature Selection. - Majdi M. Mafarja; Ali Asghar Heidari; Hossam Faris; Seyedali Mirjalili; Ibrahim Aljarah (Nature-Inspired Optimizers, 2019)

Grey Wolf Optimizer: Theory, Literature Review, and Application in Computational Fluid Dynamics Problems. - Seyedali Mirjalili; Ibrahim Aljarah; Majdi M. Mafarja; Ali Asghar Heidari; Hossam Faris (Nature-Inspired Optimizers, 2019)

Rationalized Sine Cosine Optimization With Efficient Searching Patterns. - Hui Huang 009; Xi'an Feng; Ali Asghar Heidari; Yueting Xu; Mingjing Wang; Guoxi Liang; Huiling Chen 001; Xueding Cai (IEEE Access, 2020)

Prediction Optimization of Cervical Hyperextension Injury: Kernel Extreme Learning Machines With Orthogonal Learning Butterfly Optimizer and Broyden- Fletcher-Goldfarb-Shanno Algorithms. - Guomin Liu; Wenyuan Jia; Yungang Luo; Mingjing Wang; Ali Asghar Heidari; Jinsheng Ouyang; Huiling Chen 001; Mayun Chen (IEEE Access, 2020)

Predicting Cervical Hyperextension Injury: A Covariance Guided Sine Cosine Support Vector Machine. - Guomin Liu; Wenyuan Jia; Mingjing Wang; Ali Asghar Heidari; Huiling Chen 001; Yungang Luo; Chengye Li (IEEE Access, 2020)

Predicting Di-2-Ethylhexyl Phthalate Toxicity: Hybrid Integrated Harris Hawks Optimization With Support Vector Machines. - Beibei Shi; Ali Asghar Heidari; Cheng Chen; Mingjing Wang; Changcheng Huang; Huiling Chen 001; Jiayin Zhu (IEEE Access, 2020)

Application of Machine Learning to Stomatology: A Comprehensive Review. - Mao-Lei Sun; Yun Liu; Guomin Liu; Dan Cui; Ali Asghar Heidari; Wenyuan Jia; Xuan Ji; Huiling Chen 001; Yungang Luo (IEEE Access, 2020)

Predicting Green Consumption Behaviors of Students Using Efficient Firefly Grey Wolf-Assisted K-Nearest Neighbor Classifiers. - Hua Tang; Yueting Xu; Aiju Lin; Ali Asghar Heidari; Mingjing Wang; Huiling Chen 001; Yungang Luo; Chengye Li (IEEE Access, 2020)

Predicting Entrepreneurial Intention of Students: An Extreme Learning Machine With Gaussian Barebone Harris Hawks Optimizer. - Yan Wei; Huijing Lv; Meng-Xiang Chen; Mingjing Wang; Ali Asghar Heidari; Huiling Chen 001; Chengye Li (IEEE Access, 2020)

Evaluation of Sino Foreign Cooperative Education Project Using Orthogonal Sine Cosine Optimized Kernel Extreme Learning Machine. - Wei Zhu 020; Chao Ma 021; Xuehua Zhao; Mingjing Wang; Ali Asghar Heidari; Huiling Chen 001; Chengye Li (IEEE Access, 2020)

A competitive chain-based Harris Hawks Optimizer for global optimization and multi-level image thresholding problems. - Mohamed Abd El-Aziz 001; Ali Asghar Heidari; Hamido Fujita; Hossein Moayedi (Appl. Soft Comput., 2020)

A dynamic locality multi-objective salp swarm algorithm for feature selection. - Ibrahim Aljarah; Maria Habib; Hossam Faris; Nailah Al-Madi; Ali Asghar Heidari; Majdi M. Mafarja; Mohamed E. Abd Elaziz; Seyedali Mirjalili (Comput. Ind. Eng., 2020)

Efficient Hybrid Nature-Inspired Binary Optimizers for Feature Selection. - Majdi M. Mafarja; Asma Qasem; Ali Asghar Heidari; Ibrahim Aljarah; Hossam Faris; Seyedali Mirjalili (Cogn. Comput., 2020)

Advanced orthogonal learning-driven multi-swarm sine cosine optimization: Framework and case studies. - Hao Chen; Ali Asghar Heidari; Xuehua Zhao; Lejun Zhang; Huiling Chen 001 (Expert Syst. Appl., 2020)

Efficient multi-population outpost fruit fly-driven optimizers: Framework and advances in support vector machines. - Huiling Chen 001; Shimin Li; Ali Asghar Heidari; Pengjun Wang; Jiawei Li; Yutao Yang; Mingjing Wang; Changcheng Huang (Expert Syst. Appl., 2020)

An efficient double adaptive random spare reinforced whale optimization algorithm. - Huiling Chen 001; Chenjun Yang; Ali Asghar Heidari; Xuehua Zhao (Expert Syst. Appl., 2020)

Rationalized fruit fly optimization with sine cosine algorithm: A comprehensive analysis. - Yi Fan; Pengjun Wang; Ali Asghar Heidari; Mingjing Wang; Xuehua Zhao; Huiling Chen 001; Chengye Li (Expert Syst. Appl., 2020)

Boosted hunting-based fruit fly optimization and advances in real-world problems. - Yi Fan; Pengjun Wang; Ali Asghar Heidari; Mingjing Wang; Xuehua Zhao; Huiling Chen 001; Chengye Li (Expert Syst. Appl., 2020)

Time-varying hierarchical chains of salps with random weight networks for feature selection. - Hossam Faris; Ali Asghar Heidari; Ala' M. Al-Zoubi; Majdi M. Mafarja; Ibrahim Aljarah; Mohammed Eshtay; Seyedali Mirjalili (Expert Syst. Appl., 2020)

Opposition-based learning Harris hawks optimization with advanced transition rules: principles and analysis. - Shubham Gupta; Kusum Deep; Ali Asghar Heidari; Hossein Moayedi; Mingjing Wang (Expert Syst. Appl., 2020)

An efficient Harris hawks-inspired image segmentation method. - Erick Rodríguez-Esparza; Laura A. Zanella-Calzada; Diego Oliva; Ali Asghar Heidari; Daniel Zaldivar 001; Marco Antonio Pérez Cisneros; Loke Kok Foong (Expert Syst. Appl., 2020)

Exploratory differential ant lion-based optimization. - Mingjing Wang; Ali Asghar Heidari; Meng-Xiang Chen; Huiling Chen 001; Xuehua Zhao; Xueding Cai (Expert Syst. Appl., 2020)

Orthogonally-designed adapted grasshopper optimization: A comprehensive analysis. - Zhangze Xu; Zhongyi Hu 001; Ali Asghar Heidari; Mingjing Wang; Xuehua Zhao; Huiling Chen 001; Xueding Cai (Expert Syst. Appl., 2020)

Advanced orthogonal moth flame optimization with Broyden-Fletcher-Goldfarb-Shanno algorithm: Framework and real-world problems. - Hongliang Zhang 002; Rong Li; Zhennao Cai; Zhiyang Gu; Ali Asghar Heidari; Mingjing Wang; Huiling Chen 001; Mayun Chen (Expert Syst. Appl., 2020)

Gaussian mutational chaotic fruit fly-built optimization and feature selection. - Xiang Zhang; Yueting Xu; Caiyang Yu; Ali Asghar Heidari; Shimin Li; Huiling Chen 001; Chengye Li (Expert Syst. Appl., 2020)

Multi-population differential evolution-assisted Harris hawks optimization: Framework and case studies. - Hao Chen; Ali Asghar Heidari; Huiling Chen 001; Mingjing Wang; Zhifang Pan; Amir H. Gandomi (Future Gener. Comput. Syst., 2020)

Slime mould algorithm: A new method for stochastic optimization. - Shimin Li; Huiling Chen 001; Mingjing Wang; Ali Asghar Heidari; Seyedali Mirjalili (Future Gener. Comput. Syst., 2020)

Augmented whale feature selection for IoT attacks: Structure, analysis and applications. - Majdi M. Mafarja; Ali Asghar Heidari; Maria Habib; Hossam Faris; Thaer Thaher; Ibrahim Aljarah (Future Gener. Comput. Syst., 2020)

Clustering analysis using a novel locality-informed grey wolf-inspired clustering approach. - Ibrahim Aljarah; Majdi M. Mafarja; Ali Asghar Heidari; Hossam Faris; Seyedali Mirjalili (Knowl. Inf. Syst., 2020)

Multi-population following behavior-driven fruit fly optimization: A Markov chain convergence proof and comprehensive analysis. - Xinyu Wang; Huiling Chen 001; Ali Asghar Heidari; Xiang Zhang; Jian Xu; Yitie Xu; Hui Huang 009 (Knowl. Based Syst., 2020)

Feature selection using binary grey wolf optimizer with elite-based crossover for Arabic text classification. - Hamouda Chantar 001; Majdi M. Mafarja; Hamad I. Alsawalqah; Ali Asghar Heidari; Ibrahim Aljarah; Hossam Faris (Neural Comput. Appl., 2020)

An enhanced associative learning-based exploratory whale optimizer for global optimization. - Ali Asghar Heidari; Ibrahim Aljarah; Hossam Faris; Huiling Chen 001; Jie Luo 002; Seyedali Mirjalili (Neural Comput. Appl., 2020)

A Robust Multi-Objective Feature Selection Model Based on Local Neighborhood Multi-Verse Optimization. - Ibrahim Aljarah; Hossam Faris; Ali Asghar Heidari; Majdi M. Mafarja; Ala' M. Al-Zoubi; Pedro A. Castillo; Juan Julián Merelo Guervós (IEEE Access, 2021)

MOSMA: Multi-Objective Slime Mould Algorithm Based on Elitist Non-Dominated Sorting. - Premkumar Manoharan; Pradeep Jangir; Ravichandran Sowmya; Hassan Haes Alhelou; Ali Asghar Heidari; Huiling Chen 001 (IEEE Access, 2021)

Early Recognition and Discrimination of COVID-19 Severity Using Slime Mould Support Vector Machine for Medical Decision-Making. - Beibei Shi; Hua Ye; Jian Zheng; Yefei Zhu; Ali Asghar Heidari; Long Zheng; Huiling Chen 001; Liangxing Wang; Peiliang Wu (IEEE Access, 2021)

A Principal Component Analysis-Boosted Dynamic Gaussian Mixture Clustering Model for Ignition Factors of Brazil's Rainforests. - Maofa Wang; Guangda Gao; Hongliang Huang; Ali Asghar Heidari; Qian Zhang 049; Huiling Chen 001; Weiyu Tang (IEEE Access, 2021)

Chaotic Arc Adaptive Grasshopper Optimization. - Guochun Wang; Ali Asghar Heidari; Mingjing Wang; Fangjun Kuang; Wei Zhu 020; Huiling Chen 001 (IEEE Access, 2021)

An Effective Machine Learning Approach for Identifying Non-Severe and Severe Coronavirus Disease 2019 Patients in a Rural Chinese Population: The Wenzhou Retrospective Study. - Peiliang Wu; Hua Ye; Xueding Cai; Chengye Li; Shimin Li; Meng-Xiang Chen; Mingjing Wang; Ali Asghar Heidari; Mayun Chen; Jifa Li; Huiling Chen 001; Xiaoying Huang; et al. (IEEE Access, 2021)

Spiral Motion Mode Embedded Grasshopper Optimization Algorithm: Design and Analysis. - Zhangze Xu; Wenyong Gui; Ali Asghar Heidari; Guoxi Liang; Huiling Chen 001; Chengwen Wu; Hamza Turabieh; Majdi M. Mafarja (IEEE Access, 2021)

Diagnosing Coronavirus Disease 2019 (COVID-19): Efficient Harris Hawks-Inspired Fuzzy K-Nearest Neighbor Prediction Methods. - Hua Ye; Peiliang Wu; Tianru Zhu; Zhongxiang Xiao; Xie Zhang; Long Zheng; Rongwei Zheng; Yangjie Sun; Weilong Zhou; Qinlei Fu; Xinxin Ye; Ali Chen; et al. (IEEE Access, 2021)

Corn Leaf Diseases Diagnosis Based on K-Means Clustering and Deep Learning. - Helong Yu; Jiawen Liu; Chengcheng Chen; Ali Asghar Heidari; Qian Zhang 049; Huiling Chen 001; Majdi M. Mafarja; Hamza Turabieh (IEEE Access, 2021)

Ant colony optimization with Cauchy and greedy Levy mutations for multilevel COVID 19 X-ray image segmentation. - Lei Liu 048; Dong Zhao; Fanhua Yu; Ali Asghar Heidari; Chengye Li; Jinsheng Ouyang; Huiling Chen 001; Majdi M. Mafarja; Hamza Turabieh; Jingye Pan (Comput. Biol. Medicine, 2021)

Performance optimization of differential evolution with slime mould algorithm for multilevel breast cancer image segmentation. - Lei Liu 048; Dong Zhao; Fanhua Yu; Ali Asghar Heidari; Jintao Ru; Huiling Chen 001; Majdi M. Mafarja; Hamza Turabieh; Zhifang Pan (Comput. Biol. Medicine, 2021)

Evolutionary warning system for COVID-19 severity: Colony predation algorithm enhanced extreme learning machine. - Beibei Shi; Hua Ye; Long Zheng; Juncheng Lyu; Cheng Chen; Ali Asghar Heidari; Zhongyi Hu 001; Huiling Chen 001; Peiliang Wu (Comput. Biol. Medicine, 2021)

Evolving fuzzy k-nearest neighbors using an enhanced sine cosine algorithm: Case study of lupus nephritis. - Shubiao Wu; Peng Mao; Rizeng Li; Zhennao Cai; Ali Asghar Heidari; Jianfu Xia; Huiling Chen 001; Majdi M. Mafarja; Hamza Turabieh; Xiaowei Chen (Comput. Biol. Medicine, 2021)

Gaussian Barebone Salp Swarm Algorithm with Stochastic Fractal Search for medical image segmentation: A COVID-19 case study. - Qian Zhang 049; Zhiyan Wang; Ali Asghar Heidari; Wenyong Gui; Qike Shao; Huiling Chen 001; Atef Zaguia; Hamza Turabieh; Mayun Chen (Comput. Biol. Medicine, 2021)

Performance optimization of salp swarm algorithm for multi-threshold image segmentation: Comprehensive study of breast cancer microscopy. - Songwei Zhao; Pengjun Wang; Ali Asghar Heidari; Huiling Chen 001; Wenming He; Suling Xu (Comput. Biol. Medicine, 2021)

Multilevel threshold image segmentation with diffusion association slime mould algorithm and Renyi's entropy for chronic obstructive pulmonary disease. - Songwei Zhao; Pengjun Wang; Ali Asghar Heidari; Huiling Chen 001; Hamza Turabieh; Majdi M. Mafarja; Chengye Li (Comput. Biol. Medicine, 2021)

RUN beyond the metaphor: An efficient optimization algorithm based on Runge Kutta method. - Iman Ahmadianfar; Ali Asghar Heidari; Amir H. Gandomi; Xuefeng Chu; Huiling Chen 001 (Expert Syst. Appl., 2021)

Survival exploration strategies for Harris Hawks Optimizer. - Mohammed Azmi Al-Betar; Mohammed A. Awadallah 001; Ali Asghar Heidari; Huiling Chen 001; Habes Al-Khraisat; Chengye Li (Expert Syst. Appl., 2021)

Elitist non-dominated sorting Harris hawks optimization: Framework and developments for multi-objective problems. - Pradeep Jangir; Ali Asghar Heidari; Huiling Chen 001 (Expert Syst. Appl., 2021)

Memetic Harris Hawks Optimization: Developments and perspectives on project scheduling and QoS-aware web service composition. - Chenyang Li 001; Jun Li 061; Huiling Chen 001; Ali Asghar Heidari (Expert Syst. Appl., 2021)

Chaos-assisted multi-population salp swarm algorithms: Framework and case studies. - Yun Liu; Yanqing Shi; Hao Chen; Ali Asghar Heidari; Wenyong Gui; Mingjing Wang; Huiling Chen 001; Chengye Li (Expert Syst. Appl., 2021)

Opposition-based moth swarm algorithm. - Diego Oliva; Sara Esquivel-Torres; Salvador Hinojosa; Marco Antonio Pérez Cisneros; Valentín Osuna-Enciso; Noé Ortega-Sánchez; Gaurav Dhiman; Ali Asghar Heidari (Expert Syst. Appl., 2021)

MFeature: Towards high performance evolutionary tools for feature selection. - Yueting Xu; Hui Huang 018; Ali Asghar Heidari; Wenyong Gui; Xiaojia Ye; Ying Chen 023; Huiling Chen 001; Zhifang Pan (Expert Syst. Appl., 2021)

Hunger games search: Visions, conception, implementation, deep analysis, perspectives, and towards performance shifts. - Yutao Yang; Huiling Chen 001; Ali Asghar Heidari; Amir H. Gandomi (Expert Syst. Appl., 2021)

Boosting quantum rotation gate embedded slime mould algorithm. - Caiyang Yu; Ali Asghar Heidari; Xiao Xue; Lejun Zhang; Huiling Chen 001; Weibin Chen (Expert Syst. Appl., 2021)

Ensemble mutation-driven salp swarm algorithm with restart mechanism: Framework and fundamental analysis. - Hongliang Zhang 002; Zhiyan Wang; Weibin Chen; Ali Asghar Heidari; Mingjing Wang; Xuehua Zhao; Guoxi Liang; Huiling Chen 001; Xin Zhang (Expert Syst. Appl., 2021)

Ant colony optimization with horizontal and vertical crossover search: Fundamental visions for multi-threshold image segmentation. - Dong Zhao; Lei Liu 048; Fanhua Yu; Ali Asghar Heidari; Mingjing Wang; Diego Oliva; Khan Muhammad 001; Huiling Chen 001 (Expert Syst. Appl., 2021)

Multi-core sine cosine optimization: Methods and inclusive analysis. - Wei Zhou; Pengjun Wang; Ali Asghar Heidari; Mingjing Wang; Xuehua Zhao; Huiling Chen 001 (Expert Syst. Appl., 2021)

Harmonized salp chain-built optimization. - Shubham Gupta; Kusum Deep; Ali Asghar Heidari; Hossein Moayedi; Huiling Chen 001 (Eng. Comput., 2021)

Towards augmented kernel extreme learning models for bankruptcy prediction: Algorithmic behavior and comprehensive analysis. - Yanan Zhang; Renjing Liu; Ali Asghar Heidari; Xin Wang 154; Ying Chen 023; Mingjing Wang; Huiling Chen 001 (Neurocomputing, 2021)

Boosted kernel search: Framework, analysis and case studies on the economic emission dispatch problem. - Ruyi Dong; Huiling Chen 001; Ali Asghar Heidari; Hamza Turabieh; Majdi M. Mafarja; Shengsheng Wang 001 (Knowl. Based Syst., 2021)

Orthogonal learning covariance matrix for defects of grey wolf optimizer: Insights, balance, diversity, and feature selection. - Jiao Hu; Huiling Chen 001; Ali Asghar Heidari; Mingjing Wang; Xiaoqin Zhang 002; Ying Chen 023; Zhifang Pan (Knowl. Based Syst., 2021)

A text GAN framework for creative essay recommendation. - Guoxi Liang; Byung-Won On; Dongwon Jeong; Ali Asghar Heidari; Hyun-Chul Kim; Gyu Sang Choi; Yongchuan Shi; Qinghua Chen; Huiling Chen 001 (Knowl. Based Syst., 2021)

Double adaptive weights for stabilization of moth flame optimizer: Balance analysis, engineering cases, and medical diagnosis. - Weifeng Shan; Zenglin Qiao; Ali Asghar Heidari; Huiling Chen 001; Hamza Turabieh; Yuntian Teng (Knowl. Based Syst., 2021)

Dimension decided Harris hawks optimization with Gaussian mutation: Balance analysis and diversity patterns. - Shiming Song 003; Pengjun Wang; Ali Asghar Heidari; Mingjing Wang; Xuehua Zhao; Huiling Chen 001; Wenming He; Suling Xu (Knowl. Based Syst., 2021)

Evolutionary biogeography-based whale optimization methods with communication structure: Towards measuring the balance. - Jiaze Tu; Huiling Chen 001; Jiacong Liu; Ali Asghar Heidari; Xiaoqin Zhang 002; Mingjing Wang; Rukhsana Ruby; Quoc-Viet Pham (Knowl. Based Syst., 2021)

Chaotic random spare ant colony optimization for multi-threshold image segmentation of 2D Kapur entropy. - Dong Zhao; Lei Liu 048; Fanhua Yu; Ali Asghar Heidari; Mingjing Wang; Guoxi Liang; Khan Muhammad 001; Huiling Chen 001 (Knowl. Based Syst., 2021)

Harris hawks optimization: a comprehensive review of recent variants and applications. - Hamzeh Alabool; Deemah Alarabiat; Laith Mohammad Abualigah; Ali Asghar Heidari (Neural Comput. Appl., 2021)

AutoRWN: automatic construction and training of random weight networks using competitive swarm of agents. - Mohammed Eshtay; Hossam Faris; Ali Asghar Heidari; Ala' M. Al-Zoubi; Ibrahim Aljarah (Neural Comput. Appl., 2021)

Evolutionary competitive swarm exploring optimal support vector machines and feature weighting. - Ala' M. Al-Zoubi; Mohammad A. Hassonah; Ali Asghar Heidari; Hossam Faris; Majdi M. Mafarja; Ibrahim Aljarah (Soft Comput., 2021)

Correction to: Evolutionary competitive swarm exploring optimal support vector machines and feature weighting. - Ala' M. Al-Zoubi; Mohammad A. Hassonah; Ali Asghar Heidari; Hossam Faris; Majdi M. Mafarja; Ibrahim Aljarah (Soft Comput., 2021)

An efficient multilevel thresholding image segmentation method based on the slime mould algorithm with bee foraging mechanism: A real case with lupus nephritis images. - Xiaowei Chen; Hui Huang 009; Ali Asghar Heidari; Chuanyin Sun; Yinqiu Lv; Wenyong Gui; Guoxi Liang; Zhiyang Gu; Huiling Chen 001; Chengye Li; Peirong Chen (Comput. Biol. Medicine, 2022)

Generative Adversarial Networks in Medical Image augmentation: A review. - Yizhou Chen; Xu-Hua Yang 001; Zihan Wei; Ali Asghar Heidari; Nenggan Zheng; Zhicheng Li 001; Huiling Chen 001; Haigen Hu; Qianwei Zhou; Qiu Guan (Comput. Biol. Medicine, 2022)

Medical image augmentation for lesion detection using a texture-constrained multichannel progressive GAN. - Qiu Guan; Yizhou Chen; Zihan Wei; Ali Asghar Heidari; Haigen Hu; Xuhua Yang 001; Jianwei Zheng 001; Qianwei Zhou; Huiling Chen 001; Feng Chen 038 (Comput. Biol. Medicine, 2022)

Detection of COVID-19 severity using blood gas analysis parameters and Harris hawks optimized extreme learning machine. - Jiao Hu; Zhengyuan Han; Ali Asghar Heidari; Yeqi Shou; Hua Ye; Liangxing Wang; Xiaoying Huang; Huiling Chen 001; Yanfan Chen; Peiliang Wu (Comput. Biol. Medicine, 2022)

An effective model for predicting serum albumin level in hemodialysis patients. - Jiao Hu; Yi Liu; Ali Asghar Heidari; Yasmeen Bano; Alisherjon Ibrohimov; Guoxi Liang; Huiling Chen 001; Xumin Chen; Atef Zaguia; Hamza Turabieh (Comput. Biol. Medicine, 2022)

Chaotic simulated annealing multi-verse optimization enhanced kernel extreme learning machine for medical diagnosis. - Jiacong Liu; Jiahui Wei; Ali Asghar Heidari; Fangjun Kuang; Siyang Zhang; Wenyong Gui; Huiling Chen 001; Zhifang Pan (Comput. Biol. Medicine, 2022)

Hierarchical Harris hawks optimization for epileptic seizure classification. - Zhenzhen Luo; Shan Jin; Zuoyong Li; Hui Huang 009; Lei Xiao; Huiling Chen 001; Ali Asghar Heidari; Jiao Hu; Changzu Chen; Peiyu Chen; Zhongyi Hu 001 (Comput. Biol. Medicine, 2022)

Directional mutation and crossover boosted ant colony optimization with application to COVID-19 X-ray image segmentation. - Ailiang Qi; Dong Zhao; Fanhua Yu; Ali Asghar Heidari; Zongda Wu; Zhennao Cai; Fayadh Alenezi; Romany Fouad Mansour; Huiling Chen 001; Mayun Chen (Comput. Biol. Medicine, 2022)

An efficient rotational direction heap-based optimization with orthogonal structure for medical diagnosis. - Weifeng Shan; Zenglin Qiao; Ali Asghar Heidari; Wenyong Gui; Huiling Chen 001; Yuntian Teng; Yingqi Liang; Tianmin Lv (Comput. Biol. Medicine, 2022)

An evolutionary machine learning for pulmonary hypertension animal model from arterial blood gas analysis. - Beibei Shi; Tao Zhou; Shushu Lv; Mingjing Wang; Siyuan Chen; Ali Asghar Heidari; Xiaoying Huang; Huiling Chen 001; Liangxing Wang; Peiliang Wu (Comput. Biol. Medicine, 2022)

Multilevel threshold image segmentation for COVID-19 chest radiography: A framework using horizontal and vertical multiverse optimization. - Hang Su; Dong Zhao; Hela Elmannai; Ali Asghar Heidari; Sami Bourouis; Zongda Wu; Zhennao Cai; Wenyong Gui; Mayun Chen (Comput. Biol. Medicine, 2022)

Horizontal and vertical search artificial bee colony for image segmentation of COVID-19 X-ray images. - Hang Su; Dong Zhao; Fanhua Yu; Ali Asghar Heidari; Yu Zhang; Huiling Chen 001; Chengye Li; Jingye Pan; Shichao Quan (Comput. Biol. Medicine, 2022)

Lupus nephritis diagnosis using enhanced moth flame algorithm with support vector machines. - Mingjing Wang; Yingqi Liang; Zhongyi Hu 001; Siyuan Chen; Beibei Shi; Ali Asghar Heidari; Qian Zhang 049; Huiling Chen 001; Xiaowei Chen (Comput. Biol. Medicine, 2022)

Performance optimization of support vector machine with oppositional grasshopper optimization for acute appendicitis diagnosis. - Jianfu Xia; Zhifei Wang; Daqing Yang; Rizeng Li; Guoxi Liang; Huiling Chen 001; Ali Asghar Heidari; Hamza Turabieh; Majdi M. Mafarja; Zhifang Pan (Comput. Biol. Medicine, 2022)

Evolving kernel extreme learning machine for medical diagnosis via a disperse foraging sine cosine algorithm. - Jianfu Xia; Daqing Yang; Hong Zhou; Yuyan Chen; Hongliang Zhang 002; Tong Liu; Ali Asghar Heidari; Huiling Chen 001; Zhifang Pan (Comput. Biol. Medicine, 2022)

An optimized machine learning framework for predicting intradialytic hypotension using indexes of chronic kidney disease-mineral and bone disorders. - Xiao Yang; Dong Zhao; Fanhua Yu; Ali Asghar Heidari; Yasmeen Bano; Alisherjon Ibrohimov; Yi Liu; Zhennao Cai; Hui-Ling Chen 001; Xumin Chen (Comput. Biol. Medicine, 2022)

Boosted machine learning model for predicting intradialytic hypotension using serum biomarkers of nutrition. - Xiao Yang; Dong Zhao; Fanhua Yu; Ali Asghar Heidari; Yasmeen Bano; Alisherjon Ibrohimov; Yi Liu; Zhennao Cai; Huiling Chen 001; Xumin Chen (Comput. Biol. Medicine, 2022)

Optimized deep residual network system for diagnosing tomato pests. - Helong Yu; Jiawen Liu; Chengcheng Chen; Ali Asghar Heidari; Qian Zhang 049; Huiling Chen 001 (Comput. Electron. Agric., 2022)

Adaptive Harris hawks optimization with persistent trigonometric differences for photovoltaic model parameter extraction. - Shiming Song 003; Pengjun Wang; Ali Asghar Heidari; Xuehua Zhao; Huiling Chen 001 (Eng. Appl. Artif. Intell., 2022)

Image segmentation of Leaf Spot Diseases on Maize using multi-stage Cauchy-enabled grey wolf algorithm. - Helong Yu; Jiuman Song; Chengcheng Chen; Ali Asghar Heidari; Jiawen Liu; Huiling Chen 001; Atef Zaguia; Majdi M. Mafarja (Eng. Appl. Artif. Intell., 2022)

INFO: An efficient optimization algorithm based on weighted mean of vectors. - Iman Ahmadianfar; Ali Asghar Heidari; Saeed Noshadian; Huiling Chen 001; Amir H. Gandomi (Expert Syst. Appl., 2022)

Multi-threshold image segmentation using a multi-strategy shuffled frog leaping algorithm. - Yi Chen 023; Mingjing Wang; Ali Asghar Heidari; Beibei Shi; Zhongyi Hu 001; Qian Zhang 049; Huiling Chen 001; Majdi M. Mafarja; Hamza Turabieh (Expert Syst. Appl., 2022)

Multi-strategy Gaussian Harris hawks optimization for fatigue life of tapered roller bearings. - Ahmad Abbasi; Behnam Firouzi; Polat Sendur; Ali Asghar Heidari; Huiling Chen 001; Rajiv Tiwari (Eng. Comput., 2022)

An enhanced Cauchy mutation grasshopper optimization with trigonometric substitution: engineering design and feature selection. - Songwei Zhao; Pengjun Wang; Ali Asghar Heidari; Xuehua Zhao; Chao Ma 021; Huiling Chen 001 (Eng. Comput., 2022)

Artificial Intelligence of Things-assisted two-stream neural network for anomaly detection in surveillance Big Video Data. - Waseem Ullah; Amin Ullah; Tanveer Hussain; Khan Muhammad 001; Ali Asghar Heidari; Javier Del Ser; Sung Wook Baik; Victor Hugo C. de Albuquerque (Future Gener. Comput. Syst., 2022)

bSRWPSO-FKNN: A boosted PSO with fuzzy K-nearest neighbor classifier for predicting atopic dermatitis disease. - Yupeng Li; Dong Zhao; Zhangze Xu; Ali Asghar Heidari; Huiling Chen 001; Xinyu Jiang; Zhifang Liu; Mengmeng Wang; Qiongyan Zhou; Suling Xu (Frontiers Neuroinformatics, 2022)

Detection of pulmonary embolism severity using clinical characteristics, hematological indices, and machine learning techniques. - Hang Su; Zhengyuan Han; Yujie Fu; Dong Zhao; Fanhua Yu; Ali Asghar Heidari; Yu Zhang; Yeqi Shou; Peiliang Wu; Huiling Chen 001; Yanfan Chen (Frontiers Neuroinformatics, 2022)

Fireworks explosion boosted Harris Hawks optimization for numerical optimization: Case of classifying the severity of COVID-19. - Mingjing Wang; Long Chen 021; Ali Asghar Heidari; Huiling Chen 001 (Frontiers Neuroinformatics, 2022)

Multi-threshold image segmentation for melanoma based on Kapur's entropy using enhanced ant colony optimization. - Xiao Yang; Xiaojia Ye; Dong Zhao; Ali Asghar Heidari; Zhangze Xu; Huiling Chen 001; Yangyang Li (Frontiers Neuroinformatics, 2022)

Chaotic diffusion-limited aggregation enhanced grey wolf optimizer: Insights, analysis, binarization, and feature selection. - Jiao Hu; Ali Asghar Heidari; Lejun Zhang; Xiao Xue; Wenyong Gui; Huiling Chen 001; Zhifang Pan (Int. J. Intell. Syst., 2022)

Gaussian bare-bones gradient-based optimization: Towards mitigating the performance concerns. - Zenglin Qiao; Weifeng Shan; Nan Jiang 013; Ali Asghar Heidari; Huiling Chen 001; Yuntian Teng; Hamza Turabieh; Majdi M. Mafarja (Int. J. Intell. Syst., 2022)

Simulated annealing-based dynamic step shuffled frog leaping algorithm: Optimal performance design and feature selection. - Yun Liu; Ali Asghar Heidari; Zhennao Cai; Guoxi Liang; Huiling Chen 001; Zhifang Pan; Abdulmajeed Alsufyani; Sami Bourouis (Neurocomputing, 2022)

Enhancing Secrecy Performance of Cooperative NOMA-Based IoT Networks via Multiantenna-Aided Artificial Noise. - Rukhsana Ruby; Quoc-Viet Pham; Kaishun Wu; Ali Asghar Heidari; Huiling Chen 001; Basem M. ElHalawany (IEEE Internet Things J., 2022)

Human Short Long-Term Cognitive Memory Mechanism for Visual Monitoring in IoT-Assisted Smart Cities. - Shuai Wang 011; Xinyu Liu 012; Shuai Liu 002; Khan Muhammad 001; Ali Asghar Heidari; Javier Del Ser; Victor Hugo C. de Albuquerque (IEEE Internet Things J., 2022)

Horizontal and vertical crossover of sine cosine algorithm with quick moves for optimization and feature selection. - Hanyu Hu; Weifeng Shan; Yixiang Tang; Ali Asghar Heidari; Huiling Chen 001; Haijun Liu; Maofa Wang; José Escorcia-Gutierrez; Romany Fouad Mansour; Jun Chen (J. Comput. Des. Eng., 2022)

Directional mutation and crossover for immature performance of whale algorithm with application to engineering optimization. - Ailiang Qi; Dong Zhao; Fanhua Yu; Ali Asghar Heidari; Huiling Chen 001; Lei Xiao (J. Comput. Des. Eng., 2022)

Directional crossover slime mould algorithm with adaptive Lévy diversity for the optimal design of real-world problems. - Ailiang Qi; Dong Zhao; Fanhua Yu; Guangjie Liu; Ali Asghar Heidari; Huiling Chen 001; Abeer D. Algarni; Hela Elmannai; Wenyong Gui (J. Comput. Des. Eng., 2022)

Individual disturbance and neighborhood mutation search enhanced whale optimization: performance design for engineering problems. - Shimeng Qiao; Helong Yu; Ali Asghar Heidari; Ayman A. El-Saleh; Zhennao Cai; Xingmei Xu; Majdi M. Mafarja; Huiling Chen 001 (J. Comput. Des. Eng., 2022)

Performance optimization of annealing salp swarm algorithm: frameworks and applications for engineering design. - Jiuman Song; Chengcheng Chen; Ali Asghar Heidari; Jiawen Liu; Helong Yu; Huiling Chen 001 (J. Comput. Des. Eng., 2022)

Laplace crossover and random replacement strategy boosted Harris hawks optimization: performance optimization and analysis. - Helong Yu; Shimeng Qiao; Ali Asghar Heidari; Ayman A. El-Saleh; Chunguang Bi; Majdi M. Mafarja; Zhennao Cai; Huiling Chen 001 (J. Comput. Des. Eng., 2022)

Opposition-based ant colony optimization with all-dimension neighborhood search for engineering design. - Dong Zhao; Lei Liu 048; Fanhua Yu; Ali Asghar Heidari; Maofa Wang; Huiling Chen 001; Khan Muhammad 001 (J. Comput. Des. Eng., 2022)

Advanced orthogonal learning and Gaussian barebone hunger games for engineering design. - Xinsen Zhou; Wenyong Gui; Ali Asghar Heidari; Zhennao Cai; Hela Elmannai; Monia Hamdi; Guoxi Liang; Hui-Ling Chen 001 (J. Comput. Des. Eng., 2022)

Analysis of COVID-19 severity from the perspective of coagulation index using evolutionary machine learning with enhanced brain storm optimization. - Beibei Shi; Hua Ye; Ali Asghar Heidari; Long Zheng; Zhongyi Hu 001; Huiling Chen 001; Hamza Turabieh; Majdi M. Mafarja; Peiliang Wu (J. King Saud Univ. Comput. Inf. Sci., 2022)

A machine learning framework for identifying influenza pneumonia from bacterial pneumonia for medical decision making. - Qian Zhang 049; Anran Huang; Lianyou Shao; Peiliang Wu; Ali Asghar Heidari; Zhennao Cai; Guoxi Liang; Huiling Chen 001; Fahd Saleh Alotaibi; Majdi M. Mafarja; Jinsheng Ouyang (J. Comput. Sci., 2022)

Dispersed foraging slime mould algorithm: Continuous and binary variants for global optimization and wrapper-based feature selection. - Jiao Hu; Wenyong Gui; Ali Asghar Heidari; Zhennao Cai; Guoxi Liang; Huiling Chen 001; Zhifang Pan (Knowl. Based Syst., 2022)

Multi-strategy ensemble binary hunger games search for feature selection. - Benedict Jun Ma; Shuai Liu 002; Ali Asghar Heidari (Knowl. Based Syst., 2022)

Apple leaf disease recognition method with improved residual network. - Helong Yu; Xianhe Cheng; Chengcheng Chen; Ali Asghar Heidari; Jiawen Liu; Zhennao Cai; Huiling Chen 001 (Multim. Tools Appl., 2022)

AI-Assisted Edge Vision for Violence Detection in IoT-Based Industrial Surveillance Networks. - Fath U Min Ullah; Khan Muhammad 001; Ijaz Ul Haq; Noman Khan; Ali Asghar Heidari; Sung Wook Baik; Victor Hugo C. de Albuquerque (IEEE Trans. Ind. Informatics, 2022)

A new machine learning model for predicting severity prognosis in patients with pulmonary embolism: Study protocol from Wenzhou, China. - Hang Su; Yeqi Shou; Yujie Fu; Dong Zhao; Ali Asghar Heidari; Zhengyuan Han; Peiliang Wu; Huiling Chen 001; Yanfan Chen (Frontiers Neuroinformatics, 2022)

Spiral Gaussian mutation sine cosine algorithm: Framework and comprehensive performance optimization. - Wei Zhou; Pengjun Wang; Ali Asghar Heidari; Xuehua Zhao; Huiling Chen 001 (Expert Syst. Appl., 2022)

Performance optimization of water cycle algorithm for multilevel lupus nephritis image segmentation. - Shuhui Hao; Changcheng Huang; Ali Asghar Heidari; Zhangze Xu; Huiling Chen 001; Maha M. Althobaiti; Romany Fouad Mansour; Xiaowei Chen (Biomed. Signal Process. Control., 2023)

Multi-level threshold segmentation framework for breast cancer images using enhanced differential evolution. - Xiao Yang; Rui Wang; Dong Zhao; Fanhua Yu; Ali Asghar Heidari; Zhangze Xu; Huiling Chen 001; Abeer D. Algarni; Hela Elmannai; Suling Xu (Biomed. Signal Process. Control., 2023)

Enhanced Gaussian bare-bones grasshopper optimization: Mitigating the performance concerns for feature selection. - Zhangze Xu; Ali Asghar Heidari; Fangjun Kuang; Ashraf Khalil; Majdi M. Mafarja; Siyang Zhang; Huiling Chen 001; Zhifang Pan (Expert Syst. Appl., 2023)

An adaptive quadratic interpolation and rounding mechanism sine cosine algorithm with application to constrained engineering optimization problems. - Xiao Yang; Rui Wang; Dong Zhao; Fanhua Yu; Chunyu Huang; Ali Asghar Heidari; Zhennao Cai; Sami Bourouis; Abeer D. Algarni; Huiling Chen 001 (Expert Syst. Appl., 2023)

Boosted crow search algorithm for handling multi-threshold image problems with application to X-ray images of COVID-19. - Songwei Zhao; Pengjun Wang; Ali Asghar Heidari; Xuehua Zhao; Huiling Chen 001 (Expert Syst. Appl., 2023)

Boosting whale optimization with evolution strategy and Gaussian random walks: an image segmentation method. - Abdelazim G. Hussien; Ali Asghar Heidari; Xiaojia Ye; Guoxi Liang; Huiling Chen 001; Zhifang Pan (Eng. Comput., 2023)

Differential evolution-assisted salp swarm algorithm with chaotic structure for real-world problems. - Hongliang Zhang 002; Tong Liu; Xiaojia Ye; Ali Asghar Heidari; Guoxi Liang; Huiling Chen 001; Zhifang Pan (Eng. Comput., 2023)

Accurate iris segmentation and recognition using an end-to-end unified framework based on MADNet and DSANet. - Ying Chen 023; Huimin Gan; Huiling Chen 001; Yugang Zeng; Liang Xu; Ali Asghar Heidari; Xiaodong Zhu 001; Yuanning Liu (Neurocomputing, 2023)

Unsupervised domain adaptation via style adaptation and boundary enhancement for medical semantic segmentation. - Yisu Ge; Zhao-Min Chen; Guodao Zhang; Ali Asghar Heidari; Huiling Chen 001; Shu Teng (Neurocomputing, 2023)

Class-aware sample reweighting optimal transport for multi-source domain adaptation. - Shengsheng Wang 001; Bilin Wang; Zhe Zhang; Ali Asghar Heidari; Huiling Chen 001 (Neurocomputing, 2023)

A horizontal and vertical crossover cuckoo search: optimizing performance for the engineering problems. - Hang Su; Dong Zhao; Fanhua Yu; Ali Asghar Heidari; Zhangze Xu; Fahd Saleh Alotaibi; Majdi M. Mafarja; Huiling Chen 001 (J. Comput. Des. Eng., 2023)

ACSN: Attention capsule sampling network for diagnosing COVID-19 based on chest CT scans. - Cuihong Wen; Shaowu Liu; Shuai Liu 002; Ali Asghar Heidari; Mohammad Hijji; Carmen Zarco; Khan Muhammad 001 (Comput. Biol. Medicine, 2023)

A multi-objective evolutionary algorithm with decomposition and the information feedback for high-dimensional medical data. - Mingjing Wang; Ali Asghar Heidari; Huiling Chen 001 (Appl. Soft Comput., 2023)

An enhanced deep deterministic policy gradient algorithm for intelligent control of robotic arms. - Ruyi Dong; Junjie Du; Yanan Liu; Ali Asghar Heidari; Huiling Chen 001 (Frontiers Neuroinformatics, 2023)

An enhanced ant colony optimizer with Cauchy-Gaussian fusion and novel movement strategy for multi-threshold COVID-19 X-ray image segmentation. - Xiuzhi Zhao; Lei Liu 048; Ali Asghar Heidari; Yi Chen 023; Benedict Jun Ma; Huiling Chen 001; Shichao Quan (Frontiers Neuroinformatics, 2023)

Salp swarm algorithm with iterative mapping and local escaping for multi-level threshold image segmentation: a skin cancer dermoscopic case study. - Shuhui Hao; Changcheng Huang; Ali Asghar Heidari; Huiling Chen 001; Lingzhi Li 008; Abeer D. Algarni; Hela Elmannai; Suling Xu (J. Comput. Des. Eng., 2023)

Cauchy mutation boosted Harris hawk algorithm: optimal performance design and engineering applications. - Weifeng Shan; Xinxin He; Haijun Liu; Ali Asghar Heidari; Maofa Wang; Zhennao Cai; Huiling Chen 001 (J. Comput. Des. Eng., 2023)

Image segmentation of Intracerebral hemorrhage patients based on enhanced hunger Games search Optimizer. - Lingxian Hou; Ruohe Li; Majdi M. Mafarja; Ali Asghar Heidari; Liping Liu; Congcong Jin; Shanshan Zhou; Huiling Chen 001; Zhennao Cai; Chengye Li (Biomed. Signal Process. Control., 2023)

Elite levy spreading differential evolution via ABC shrink-wrap for multi-threshold segmentation of breast cancer images. - Jie Xing; Xinsen Zhou; Hanli Zhao; Huiling Chen 001; Ali Asghar Heidari (Biomed. Signal Process. Control., 2023)

Whale optimization with random contraction and Rosenbrock method for COVID-19 disease prediction. - Meilin Zhang; Qianxi Wu; Huiling Chen 001; Ali Asghar Heidari; Zhennao Cai; Jiaren Li; Elsaid Md. Abdelrahim; Romany Fouad Mansour (Biomed. Signal Process. Control., 2023)

Multi-strategy ant colony optimization for multi-level image segmentation: Case study of melanoma. - Dong Zhao; Ailiang Qi; Fanhua Yu; Ali Asghar Heidari; Huiling Chen 001; Yangyang Li (Biomed. Signal Process. Control., 2023)

Eres-UNet++: Liver CT image segmentation based on high-efficiency channel attention and Res-UNet++. - Jian Li; Kongyu Liu; Yating Hu; Hongchen Zhang; Ali Asghar Heidari; Huiling Chen 001; Weijiang Zhang; Abeer D. Algarni; Hela Elmannai (Comput. Biol. Medicine, 2023)

RIME: A physics-based optimization. - Hang Su; Dong Zhao; Ali Asghar Heidari; Lei Liu 048; Xiaoqin Zhang 002; Majdi M. Mafarja; Huiling Chen 001 (Neurocomputing, 2023)

Gaussian similarity-based adaptive dynamic label assignment for tiny object detection. - Ronghao Fu; Chengcheng Chen; Shuang Yan; Ali Asghar Heidari; Xianchang Wang; José Escorcia-Gutierrez; Romany Fouad Mansour; Huiling Chen 001 (Neurocomputing, 2023)

Sine cosine algorithm with communication and quality enhancement: Performance design for engineering problems. - Helong Yu; Zisong Zhao; Jing Zhou; Ali Asghar Heidari; Huiling Chen 001 (J. Comput. Des. Eng., 2023)

Feature Selection using Metaheuristics Made Easy: Open Source MAFESE Library in Python. - Nguyen Van Thieu; Ngoc Hung Nguyen; Ali Asghar Heidari (Zenodo, 2023)

Feature Selection using Metaheuristics Made Easy: Open Source MAFESE Library in Python. - Nguyen Van Thieu; Ngoc Hung Nguyen; Ali Asghar Heidari (Zenodo, 2023)

Multi-threshold image segmentation based on an improved differential evolution: Case study of thyroid papillary carcinoma. - Jiaochen Chen; Zhennao Cai; Ali Asghar Heidari; Huiling Chen 001; Qiuxiang He; José Escorcia-Gutierrez; Romany Fouad Mansour (Biomed. Signal Process. Control., 2023)

Gaussian bare-bone slime mould algorithm: performance optimization and case studies on truss structures. - Shubiao Wu; Ali Asghar Heidari; Siyang Zhang; Fangjun Kuang; Huiling Chen 001 (Artif. Intell. Rev., 2023)

Random following ant colony optimization: Continuous and binary variants for global optimization and feature selection. - Xinsen Zhou; Wenyong Gui; Ali Asghar Heidari; Zhennao Cai; Guoxi Liang; Huiling Chen 001 (Appl. Soft Comput., 2023)

A solution to the stagnation of multi-verse optimization: An efficient method for breast cancer pathologic images segmentation. - Yan Han; Weibin Chen; Ali Asghar Heidari; Huiling Chen 001; Xin Zhang (Biomed. Signal Process. Control., 2023)

Multi-threshold image segmentation using an enhanced fruit fly optimization for COVID-19 X-ray images. - Shuhui Hao; Changcheng Huang; Ali Asghar Heidari; Zhangze Xu; Huiling Chen 001; Eatedal Alabdulkreem; Hela Elmannai; Xianchuan Wang (Biomed. Signal Process. Control., 2023)

Dynamic mechanism-assisted artificial bee colony optimization for image segmentation of COVID-19 chest X-ray. - Jiaochen Chen; Zhennao Cai; Ali Asghar Heidari; Lei Liu 048; Huiling Chen 001; Jingye Pan (Displays, 2023)

Boosted local dimensional mutation and all-dimensional neighborhood slime mould algorithm for feature selection. - Xinsen Zhou; Yi Chen 023; Zongda Wu; Ali Asghar Heidari; Huiling Chen 001; Eatedal Alabdulkreem; José Escorcia-Gutierrez; Xianchuan Wang (Neurocomputing, 2023)

Dimensional decision covariance colony predation algorithm: global optimization and high-dimensional feature selection. - Boyang Xu; Ali Asghar Heidari; Zhennao Cai; Huiling Chen 001 (Artif. Intell. Rev., 2023)

OCRUN: An oppositional Runge Kutta optimizer with cuckoo search for global optimization and feature selection. - Meilin Zhang; Huiling Chen 001; Ali Asghar Heidari; Zhennao Cai; Nojood O. Aljehane; Romany Fouad Mansour (Appl. Soft Comput., 2023)

An Enhanced RIME Optimizer with Horizontal and Vertical Crossover for Discriminating Microseismic and Blasting Signals in Deep Mines. - Wei Zhu 020; Zhihui Li; Ali Asghar Heidari; Shuihua Wang; Huiling Chen 001; Yudong Zhang 001 (Sensors, 2023)

Multi-threshold remote sensing image segmentation with improved ant colony optimizer with salp foraging. - Yunlou Qian; Jiaqing Tu; Gang Luo; Ce Sha; Ali Asghar Heidari; Huiling Chen 001 (J. Comput. Des. Eng., 2023)

Multi-strategy enhanced kernel search optimization and its application in economic emission dispatch problems. - Ruyi Dong; Yanan Liu; Siwen Wang; Ali Asghar Heidari; Mingjing Wang; Yi Chen 023; Shuihua Wang; Huiling Chen 001; Yudong Zhang 001 (J. Comput. Des. Eng., 2023)

Reinforced covariance weighted mean of vectors optimizer: insight, diversity, deep analysis and feature selection. - Boyang Xu; Ali Asghar Heidari; Huiling Chen 001 (Appl. Intell., 2024)

Enhanced differential evolution algorithm for feature selection in tuberculous pleural effusion clinical characteristics analysis. - Xinsen Zhou; Yi Chen 023; Wenyong Gui; Ali Asghar Heidari; Zhennao Cai; Mingjing Wang; Huiling Chen 001; Chengye Li (Artif. Intell. Medicine, 2024)

Q-learning guided mutational Harris hawk optimizer for high-dimensional gene data feature selection. - Lemin Peng; Xinru Li; Liang Yu; Ali Asghar Heidari; Huiling Chen 001; Guoxi Liang (Appl. Soft Comput., 2024)

ICycle-GAN: Improved cycle generative adversarial networks for liver medical image generation. - Ying Chen 023; Hongping Lin; Wei Zhang 247; Wang Chen; Zonglai Zhou; Ali Asghar Heidari; Huiling Chen 001; Guohui Xu (Biomed. Signal Process. Control., 2024)

Joint margin adaption and multiscale feature fusion for COVID-19 CT images segmentation. - Ying Chen 023; Wei Zhang 247; Taohui Zhou; Honping Lin; Ali Asghar Heidari; Huiling Chen 001; Lan Liu (Biomed. Signal Process. Control., 2024)

PRCNet: A parallel reverse convolutional attention network for colorectal polyp segmentation. - Jian Li; Jiawei Wang; Fengwu Lin; Ali Asghar Heidari; Yi Chen 023; Huiling Chen 001; Wenqi Wu (Biomed. Signal Process. Control., 2024)

Multi-threshold image segmentation based on an improved whale optimization algorithm: A case study of Lupus Nephritis. - Jinge Shi; Yi Chen 023; Zhennao Cai; Ali Asghar Heidari; Huiling Chen 001; Xiaowei Chen (Biomed. Signal Process. Control., 2024)

Parrot optimizer: Algorithm and applications to medical problems. - Junbo Jacob Lian; Guohua Hui; Ling Ma; Ting Zhu; Xincan Wu; Ali Asghar Heidari; Yi Chen 023; Huiling Chen 001 (Comput. Biol. Medicine, 2024)

Two-Stage and Two-Discriminator generative adversarial network for the inpainting of irregularly incomplete iris images. - Ying Chen 023; Liang Xu; Huiling Chen 001; Yugang Zeng; Shubin Guo; Junkang Deng; Ali Asghar Heidari (Displays, 2024)

Multi-threshold image segmentation using new strategies enhanced whale optimization for lupus nephritis pathological images. - Jinge Shi; Yi Chen 023; Chaofan Wang; Ali Asghar Heidari; Lei Liu 048; Huiling Chen 001; Xiaowei Chen; Li Sun (Displays, 2024)

WHRIME: A weight-based recursive hierarchical RIME optimizer for breast cancer histopathology image segmentation. - Jie Xing; Ali Asghar Heidari; Huiling Chen 001; Hanli Zhao (Displays, 2024)

Cross and local optimal avoidance of RIME algorithm: A segmentation study for COVID-19 X-ray images. - Chong Yuan; Dong Zhao; Ali Asghar Heidari; Lei Liu 048; Yi Chen 023; Guoxi Liang (Displays, 2024)

Artemisinin optimization based on malaria therapy: Algorithm and applications to medical image segmentation. - Chong Yuan; Dong Zhao; Ali Asghar Heidari; Lei Liu 048; Yi Chen 023; Zongda Wu; Huiling Chen 001 (Displays, 2024)

Robust kernel extreme learning machines with weighted mean of vectors and variational mode decomposition for forecasting total dissolved solids. - Huiling Chen 001; Iman Ahmadianfar; Guoxi Liang; Ali Asghar Heidari (Eng. Appl. Artif. Intell., 2024)

DSEUNet: A lightweight UNet for dynamic space grouping enhancement for skin lesion segmentation. - Jian Li; Jiawei Wang; Fengwu Lin; Wenqi Wu; Zhao-Min Chen; Ali Asghar Heidari; Huiling Chen 001 (Expert Syst. Appl., 2024)

Feature selection using metaheuristics made easy: Open source MAFESE library in Python. - Nguyen Van Thieu; Ngoc Hung Nguyen; Ali Asghar Heidari (Future Gener. Comput. Syst., 2024)

Fusion detection and ReID embedding with hybrid attention for multi-object tracking. - Sixian Chan; Chenhao Qiu; Dijuan Wu; Jie Hu; Ali Asghar Heidari; Huiling Chen 001 (Neurocomputing, 2024)

FATA: An efficient optimization method based on geophysics. - Ailiang Qi; Dong Zhao; Ali Asghar Heidari; Lei Liu 048; Yi Chen 023; Huiling Chen 001 (Neurocomputing, 2024)

Polar lights optimizer: Algorithm and applications in image segmentation and feature selection. - Chong Yuan; Dong Zhao; Ali Asghar Heidari; Lei Liu 048; Yi Chen 023; Huiling Chen 001 (Neurocomputing, 2024)

Enhancing slime mould algorithm for engineering optimization: leveraging covariance matrix adaptation and best position management. - Jinpeng Huang; Yi Chen 023; Ali Asghar Heidari; Lei Liu 048; Huiling Chen 001; Guoxi Liang (J. Comput. Des. Eng., 2024)

Hunger games search algorithm based on stochastic individual information for engineering design optimization problems. - Zhen Wang; Dong Zhao; Ali Asghar Heidari; Huiling Chen 001 (J. Comput. Des. Eng., 2024)

An advanced RIME optimizer with random reselection and Powell mechanism for engineering design. - Shiqi Xu; Wei Jiang; Yi Chen 023; Ali Asghar Heidari; Lei Liu 048; Huiling Chen 001; Guoxi Liang (J. Comput. Des. Eng., 2024)

Slime mould algorithm with horizontal crossover and adaptive evolutionary strategy: performance design for engineering problems. - Helong Yu; Zisong Zhao; Qi Cai; Ali Asghar Heidari; Xingmei Xu; Huiling Chen 001 (J. Comput. Des. Eng., 2024)

The moss growth optimization (MGO): concepts and performance. - Boli Zheng; Yi Chen 023; Chaofan Wang; Ali Asghar Heidari; Lei Liu 048; Huiling Chen 001 (J. Comput. Des. Eng., 2024)

Optimizing microseismic monitoring: a fusion of Gaussian-Cauchy and adaptive weight strategies. - Wei Zhu 020; Zhihui Li; Hang Su; Lei Liu 048; Ali Asghar Heidari; Huiling Chen 001; Guoxi Liang (J. Comput. Des. Eng., 2024)

Performance optimization of hunger games search for multi-threshold COVID-19 image segmentation. - Shuhui Hao; Changcheng Huang; Ali Asghar Heidari; Qike Shao; Huiling Chen 001 (Multim. Tools Appl., 2024)

Advancing gene feature selection: Comprehensive learning modified hunger games search for high-dimensional data. - 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 001; et al. (Biomed. Signal Process. Control., 2024)

Feature Selection using Metaheuristics Made Easy: Open Source MAFESE Library in Python. - Nguyen Van Thieu; Ngoc Hung Nguyen; Ali Asghar Heidari (Zenodo, 2024)

Feature Selection using Metaheuristics Made Easy: Open Source MAFESE Library in Python. - Nguyen Van Thieu; Ngoc Hung Nguyen; Ali Asghar Heidari (Zenodo, 2024)

Multi-strategy Grey Wolf Optimizer for Engineering Problems and Sewage Treatment Prediction. - Chenhua Tang; Changcheng Huang; Yi Chen 023; Ali Asghar Heidari; Shuihua Wang; Huiling Chen 001; Yudong Zhang 001 (Adv. Intell. Syst., 2024)

A Resampling Ant Colony Optimization with Elite Exploration and Convergence Mechanism for Multithreshold Segmentation of Breast Cancer Images. - Zhen Wang; Dong Zhao; Ali Asghar Heidari; Yi Chen 023; Huiling Chen 001; Guoxi Liang (Adv. Intell. Syst., 2024)

Feature selection in high-dimensional data: an enhanced RIME optimization with information entropy pruning and DBSCAN clustering. - Huangying Wu; Yi Chen 023; Wei Zhu 020; Zhennao Cai; Ali Asghar Heidari; Huiling Chen 001 (Int. J. Mach. Learn. Cybern., 2024)

S$^{2}$O-Det: A Semisupervised Oriented Object Detection Network for Remote Sensing Images. - Ronghao Fu; Shuang Yan; Chengcheng Chen; Xianchang Wang; Ali Asghar Heidari; Jing Li 027; Huiling Chen 001 (IEEE Trans. Ind. Informatics, 2024)

An enhanced Moth-Flame optimizer with quality enhancement and directional crossover: optimizing classic engineering problems. - Helong Yu; Jiale Quan; Yongqi Han 003; Ali Asghar Heidari; Huiling Chen 001 (Artif. Intell. Rev., 2024)

The educational competition optimizer. - Junbo Jacob Lian; Ting Zhu; Ling Ma; Xincan Wu; Ali Asghar Heidari; Yi Chen 023; Huiling Chen 001; Guohua Hui (Int. J. Syst. Sci., 2024)

An improved weighted mean of vectors optimizer for multi-threshold image segmentation: case study of breast cancer. - Shuhui Hao; Changcheng Huang; Ali Asghar Heidari; Huiling Chen 001; Guoxi Liang (Clust. Comput., 2024)

Multi-threshold image segmentation using a boosted whale optimization: case study of breast invasive ductal carcinomas. - Jinge Shi; Yi Chen 023; Zhennao Cai; Ali Asghar Heidari; Huiling Chen 001; Qiuxiang He (Clust. Comput., 2024)

Enhancing network security with information-guided-enhanced Runge Kutta feature selection for intrusion detection. - Li Yuan; Xiongjun Tian; Jiacheng Yuan; Jingyu Zhang; Xiaojing Dai; Ali Asghar Heidari; Huiling Chen 001; Sudan Yu (Clust. Comput., 2024)

Stochastic biogeography-based learning improved RIME algorithm: application to image segmentation of lupus nephritis. - Boli Zheng; Yi Chen 023; Chaofan Wang; Ali Asghar Heidari; Lei Liu 048; Huiling Chen 001; Xiaowei Chen; Peirong Chen (Clust. Comput., 2024)

An efficient weighted slime mould algorithm for engineering optimization. - Qibo Sun; Chaofan Wang; Yi Chen 023; Ali Asghar Heidari; Huiling Chen 001; Guoxi Liang (J. Big Data, 2024)

Dual-weight decay mechanism and Nelder-Mead simplex boosted RIME algorithm for optimal power flow. - Huangying Wu; Yi Chen 023; Zhennao Cai; Ali Asghar Heidari; Huiling Chen 001; Guoxi Liang (J. Big Data, 2024)

Rough hypervolume-driven feature selection with groupwise intelligent sampling for detecting clinical characterization of lupus nephritis. - Xinsen Zhou; Yi Chen 023; Ali Asghar Heidari; Huiling Chen 001; Xiaowei Chen (Artif. Intell. Medicine, 2025)

Multiscale attention feature deep fusion network for iris region localization and segmentation from dual-spectral iris image. - Shubin Guo; Ying Chen 023; Liang Xu; Junkang Deng; Huiling Chen 001; Ali Asghar Heidari (Appl. Soft Comput., 2025)

Covariance matrix adaptation driven dynamic multi-population colony predation optimizer: Insights, qualitative analysis, and constrained engineering optimization. - Xinsen Zhou; Jie Xing; Wenyong Gui; Ali Asghar Heidari; Zhennao Cai; Huiling Chen 001; Guoxi Liang (Appl. Soft Comput., 2025)

Advancing predictive modeling of LPS-induced acute lung injury: A machine learning model for success rate prediction. - Xinsen Zhou; Chuyue Zhong; Yining Liu; Yangjing Lin; Yujie Fu; Ali Asghar Heidari; Yi Chen 023; Huiling Chen 001; Jinsheng Ouyang; Peiliang Wu (Appl. Soft Comput., 2025)

An intelligent system for the diagnosis of bladder cancer using enhanced hunger games search and support vector machine. - Wu Chen; Zhijia Li; Lei Liu 048; Ali Asghar Heidari; Zhennao Cai; Huiling Chen 001; Jiaren Li (Biomed. Signal Process. Control., 2025)

UNeSt: A fast segmentation network for colorectal polyps based on MLP and deep separable convolution. - Jian Li; Peng Ding; Fengwu Lin; Zhaomin Chen; Ali Asghar Heidari; Huiling Chen 001 (Biomed. Signal Process. Control., 2025)

An enhanced tree-seed algorithm for global optimization and neural architecture search optimization in medical image segmentation. - Zenglin Qiao; Lingyu Wu; Ali Asghar Heidari; Xinchao Zhao; Huiling Chen 001 (Biomed. Signal Process. Control., 2025)

Gaussian-driven dynamic artemisinin optimization for feature selection in high-dimensional medical data. - Weiwei Wang; Tianyang Chen; Zhennao Cai; Ali Asghar Heidari; Huiling Chen; Sudan Yu (Biomed. Signal Process. Control., 2025)

REBSA: Enhanced backtracking search for multi-threshold segmentation of breast cancer images. - Shiqi Xu; Wei Jiang; Yi Chen 023; Ali Asghar Heidari; Lei Liu 048; Huiling Chen 001; Guoxi Liang (Biomed. Signal Process. Control., 2025)

Swarm intelligence enhanced machine learning model for predicting prognostic outcome in IgA Nephropathy patients with mild proteinuria. - Yaozhe Ying; Shuqing Ma; Luhui Wang; Xiaoxiao Chen; Xiaohan Chen; Yun Zhu; Yujia Xu; Chenfei Zheng; Yangping Shentu; Yunting Wang; Bo Chen; Ji Zhang; et al. (Biomed. Signal Process. Control., 2025)

An enhanced black-winged kite algorithm boosted machine learning prediction model for patients' waiting time. - Xiang Zhang; Keying Wu; Chao Zhang 032; Xianyang Shao; Huihui Shen; Ali Asghar Heidari; Congwei Chen; Huiling Chen 001; Zhihong Gao (Biomed. Signal Process. Control., 2025)

Topological search and gradient descent boosted Runge-Kutta optimiser with application to engineering design and feature selection. - Jinge Shi; Yi Chen 023; Ali Asghar Heidari; Zhennao Cai; Huiling Chen 001; Guoxi Liang (CAAI Trans. Intell. Technol., 2025)

Optimal performance design of bat algorithm: An adaptive multi-stage structure. - Helong Yu; Jiuman Song; Chengcheng Chen; Ali Asghar Heidari; Yuntao Ma; Huiling Chen 001; Yudong Zhang 001 (CAAI Trans. Intell. Technol., 2025)

AFSRIME: A high-performance lupus nephritis image segmentation method using adaptive rime factor-enhanced rime optimization and foraging storage strategy. - Jinpeng Huang; Ali Asghar Heidari; Lei Liu; Qian Zhang; Huiling Chen; Xiaowei Chen (Displays, 2025)

DPDEPSO: A particle swarm optimization for balancing different objectives in multi-objective feature selection. - Jinpeng Huang; Yi Chen 023; Ali Asghar Heidari; Lei Liu 048; Huiling Chen 001; Guoxi Liang (Expert Syst. Appl., 2025)

Adaptive density-based clustering for many objective similarity or redundancy evolutionary optimization. - Mingjing Wang; Ali Asghar Heidari; Long Chen 021; Ruili Wang; Mingzhe Liu 001; Lizhi Shao; Huiling Chen 001 (Expert Syst. Appl., 2025)

Prior knowledge evaluation and emphasis sampling-based evolutionary algorithm for high-dimensional medical data feature selection. - Zhilin Wang; Lizhi Shao; Ali Asghar Heidari; Mingjing Wang; Huiling Chen 001 (Expert Syst. Appl., 2025)

The status-based optimization: Algorithm and comprehensive performance analysis. - Jian Wang; Yi Chen; Chenglang Lu; Ali Asghar Heidari; Zongda Wu; Huiling Chen (Neurocomputing, 2025)

Multi-strategy ensemble binary RIME optimization for feature selection. - Sudan Yu; Huiling Chen; Ali Asghar Heidari; Guoxi Liang; Yi Chen; Zhiqing Chen; Xiaoxia Jin (Neurocomputing, 2025)

An Evolutionary Neural Architecture Search Method Accelerated by Multi-Fidelity Evaluation and Genetic Decision Controller. - Zenglin Qiao; Ali Asghar Heidari; Xinchao Zhao; Huiling Chen 001 (J. Artif. Intell. Soft Comput. Res., 2025)

Escape: an optimization method based on crowd evacuation behaviors. - Kaichen Ouyang; Shengwei Fu; Yi Chen 023; Qifeng Cai; Ali Asghar Heidari; Huiling Chen 001 (Artif. Intell. Rev., 2025)

Weighted mean of vectors algorithm with neighborhood information interaction and vertical and horizontal crossover mechanism for feature selection. - Zhilin Wang; Yi Chen 023; Zhennao Cai; Ali Asghar Heidari; Lei Liu 048; Huiling Chen 001 (Appl. Intell., 2025)

CGWRIME: collaboration and competition-boosted RIME optimizer for engineering optimization problems. - Zhen Wang; Dong Zhao; Ali Asghar Heidari; Huiling Chen 001; Guoxi Liang (J. Supercomput., 2025)

ACGRIME: adaptive chaotic Gaussian RIME optimizer for global optimization and feature selection. - Mohammed Batis; Yi Chen 023; Mingjing Wang; Lei Liu 048; Ali Asghar Heidari; Huiling Chen 001 (Clust. Comput., 2025)

WHHO: enhanced Harris hawks optimizer for feature selection in high-dimensional data. - Meilin Zhang; Huiling Chen 001; Ali Asghar Heidari; Yi Chen 023; Zongda Wu; Zhennao Cai; Lei Liu 048 (Clust. Comput., 2025)

A boosted sine cosine algorithm with dimension learning-based search and terminal replacement mechanism for optimization and engineering applications. - Wei Huang; Huiling Chen 001; Ali Asghar Heidari; Hupeng Xu; Qian Zhang 049; Yaoyao Lin (Evol. Syst., 2025)

Advancing bankruptcy prediction: a study on an improved rime optimization algorithm and its application in feature selection. - Yaoxian Ji; Chenglang Lu; Lei Liu; Ali Asghar Heidari; Chengwen Wu; Huiling Chen (Int. J. Mach. Learn. Cybern., 2025)

An enhanced machine learning framework for accurate diagnosis of tuberculous pleural effusion. - Qian Zhang; Dongke Zhao; Lingxian Hou; Ali Asghar Heidari; Yi Chen; Lei Liu; Huiling Chen; Chengye Li (J. Big Data, 2025)

Kolmogorov-Arnold networks guided whale optimization algorithm for feature selection in medical datasets. - Boli Zheng; Yi Chen 023; Chaofan Wang; Ali Asghar Heidari; Lei Liu; Huiling Chen; Guoxi Liang (J. Big Data, 2025)