WZU Machine Learning Group

首页团队成员论文专著项目系统荣誉获奖招生信息相册原创性算法

年份:{ 2024 | 2023 | 2022 | 2021 | 2020 | 2019 | 2018 | 2017 | 2016 | 2015 | 2014 | 2013 | 2012 | 2011 }

2024年

Huang J, Chen Y, Heidari A A, Liu L, Chen H(通讯), Liang G(通讯). Enhancing slime mould algorithm for engineering optimization: leveraging covariance matrix adaptation and best position management. Journal of Computational Design and Engineering, 2024.
Yu H, Zhao Z, Cai Q, Heidari A A, Xu X(通讯), Chen H(通讯). Slime Mould Algorithm with Horizontal Crossover and Adaptive Evolutionary Strategy: Performance Design for Engineering Problems. Journal of Computational Design and Engineering, 2024.
Wang Z, Zhao D(通讯), Heidari A A, Chen H(通讯). Hunger games search algorithm based on stochastic individual information for engineering design optimization problems. Journal of Computational Design and Engineering, 2024.
Huang J, Chen Y, Heidari A A, Liu L, Chen H(通讯), Liang G. Improved Runge Kutta Optimization Using Compound Mutation Strategy in Reinforcement Learning Decision Making for Feature Selection. Journal of Bionic Engineering, 2024.
Dong R, Sun L, Cai Z, Heidari A A, Liu L, Chen H(通讯). An advanced kernel search optimization for dynamic economic emission dispatch with new energy sources. International Journal of Electrical Power & Energy Systems, 2024.
Li J, Wang J, Lin F, Wu W, Chen Z(通讯), Heidari A A, Chen H(通讯). DSEUNet: A lightweight UNet for dynamic space grouping enhancement for skin lesion segmentation. Expert Systems with Applications, 2024.
Yuan C, Zhao D, Heidari A A, Liu L, Wang S, Chen H(通讯), Zhang Y. Bat algorithm based on kinetic adaptation and elite communication for engineering problems. CAAI Transactions on Intelligence Technology, 2024.
Li Y, Tian X, Yuan J, zhang J, Dai X, Heidari A A, Chen H(通讯), Yu S. Enhancing network security with information-guided-enhanced Runge Kutta feature selection for intrusion detection. Cluster Computing, 2024.
Wang Z, Zhao D, Heidari A A, Chen Y, Chen H(通讯), Liang G. Improved Latin hypercube sampling initialization-based whale optimization algorithm for COVID-19 X-ray multi-threshold image segmentation. Scientific Reports, 2024.
Shi J, Chen Y, Cai Z, Heidari A A, Chen H(通讯), Chen X(通讯). Multi-threshold image segmentation based on an improved whale optimization algorithm: A case study of Lupus Nephritis. Biomedical Signal Processing and Control, 2024.
Shi J, Chen Y, Cai Z, Heidari A A, Chen H(通讯). Single Solution Optimization Mechanism of Teaching-Learning-Based Optimization with Weighted Probability Exploration for Parameter Estimation of Photovoltaic Models. Journal of Bionic Engineering, 2024.
Tang C, Huang C(通讯), Chen Y, Heidari A A, Wang S, Chen H(通讯), ZHang Y(通讯). Multi-strategy Grey Wolf Optimizer for Engineering Problems and Sewage Treatment Prediction. Advanced Intelligent Systems, 2024.
Fu R, Yan S, Chen C(通讯), Wang X, Heidari A A, Li J(通讯), Chen H(通讯). S²O-Det: A Semisupervised Oriented Object Detection Network for Remote Sensing Images. IEEE Transactions on Industrial Informatics, 2024.
Chen H, Ahmadianfar I, Liang G(通讯), Heidari A A. Robust kernel extreme learning machines with weighted mean of vectors and variational mode decomposition for forecasting total dissolved solids. Engineering Applications of Artificial Intelligence, 2024.
Peng L, Li X, Yu L, Heidari A A, Chen H(通讯), Liang G(通讯). Q-Learning Guided Mutational Harris Hawk Optimizer for High-dimensional Gene Data Feature Selection. Applied Soft Computing, 2024.
Yuan C, Zhao D(通讯), Heidari A A, Liu L, Chen Y, Wu Z, Chen H(通讯). Artemisinin optimization based on malaria therapy: Algorithm and applications to medical image segmentation. Displays, 2024.
Zhou X, Chen Y, Gui W, Heidari A A, Cai Z, Wang M(通讯), Chen H(通讯), Li C(通讯). Enhanced differential evolution algorithm for feature selection in tuberculous pleural effusion clinical characteristics analysis. Artificial Intelligence in Medicine, 2024.
Fu R, Chen C, Yan S, Zhang R, Wang X, Chen H(通讯). FADL-Net: Frequency-Assisted Dynamic Learning Network for Oriented Object Detection in Remote Sensing Images. IEEE Transactions on Industrial Informatics, 2024.
Wu H, Chen Y(通讯), Zhu W, Cai Z, Heidari A A, Chen H(通讯). Feature selection in high-dimensional data: an enhanced RIME optimization with information entropy pruning and DBSCAN clustering. International Journal of Machine Learning and Cybernetics, 2024.
Li J, Wang J, Lin F, Heidari A A, Chen Y, Chen H(通讯), Wu W. PRCNet: A parallel reverse convolutional attention network for colorectal polyp segmentation. Biomedical Signal Processing and Control, 2024.
Qiu F, Heidari A A, Chen Y, Chen H(通讯), Liang G(通讯). Advancing forensic-based investigation incorporating slime mould search for gene selection of high-dimensional genetic data. Scientific Reports, 2024.
Wang Z, Zhao D, Heidari A A, Chen Y, Chen H(通讯), Liang G. A Resampling Ant Colony Optimization with Elite Exploration and Convergence Mechanism for Multithreshold Segmentation of Breast Cancer Images. Advanced Intelligent Systems, 2024.
Chen H, Long H, Chen T, Song Y, Chen H(通讯), Zhou X, Deng W. M³FuNet:An Unsupervised Multivariate Feature Fusion Network for Hyperspectral Image Classification. IEEE Transactions on Geoscience and Remote Sensing, 2024.
Zhao Z, Yu H, Guo H(通讯), Chen H(通讯). Multi-strategy augmented Harris hawks optimization: performance design for feature selection. Journal of Computational Design and Engineering, 2024: qwae030.
Deng W, Cai X, Wu D, Song Y, Chen H(通讯), Ran X, Zhou X, Zhao H. Multi-Objective QEA With Decomposition Mechanism and Excellent Global Search and Its Application. IEEE Transactions on Intelligent Transportation Systems, 2024.
Li Y, Zhao D, Heidari A A, Wang S, Chen H(通讯), Zhang Y. Gaussian Backbone-Based Spherical Evolutionary Algorithm with Cross-search for Engineering Problems. Journal of Bionic Engineering, 2024.
Hao S, Huang C, Heidari A A, Shao Q, Chen H(通讯). Performance optimization of hunger games search for multi-threshold COVID-19 image segmentation. Multimedia Tools and Applications, 2024, 83:24005-24044.
Wu H, Chen Y, Cai Z(通讯), Heidari A A, Chen H(通讯), Liang G(通讯). Gradient pyramid mechanism and Nelder-Mead simplex enhanced Colony Predation Algorithm for optimal power flow problems. Energy Reports, 2024, 11:2901-2920.
Han Y, Chen W, Heidari A A, Chen H(通讯), Zhang X. Balancing Exploration–Exploitation of Multi-verse Optimizer for Parameter Extraction on Photovoltaic Models. Journal of Bionic Engineering, 2024.
Lian J, Hui G, Ma L, Zhu T, Wu X, Heidari A A, Chen Y, Chen H(通讯). Parrot optimizer: Algorithm and applications to medical problems. Computers in Biology and Medicine, 2024:108064.
Wu H, Chen Y, Cai Z(通讯), Heidari A A, Chen H(通讯), Yudong Zhang(通讯). Super-evolutionary mechanism and Nelder-Mead simplex enhanced salp swarm algorithm for photovoltaic model parameter estimation. IET Renewable Power Generation, 2024.
Xu B, Heidari A A, Chen H(通讯). Reinforced covariance weighted mean of vectors optimizer: insight, diversity, deep analysis and feature selection. Applied Intelligence, 2024.
Chen Y, Lin H, Zhang W, Chen W, Zhou Z, Heidari A A, Chen H(通讯), Xu G(通讯). ICycle-GAN: Improved cycle generative adversarial networks for liver medical image generation. Biomedical Signal Processing and Control, 2024, 92: 106100.
Chan S, Qiu C, Wu D, Hu J, Heidari A A, Chen H(通讯). Fusion detection and ReID embedding with hybrid attention for multi-object tracking. Neurocomputing, 2024: 127328.
Xing J, Heidari A A, Chen H, Chen H, Zhao H(通讯). WHRIME: A weight-based recursive hierarchical RIME optimizer for breast cancer histopathology image segmentation. Displays, 2024: 102648.
Wei Y, Cai Y, Heidari A A, Chen H(通讯), Chen Y(通讯). Directional crossover hunger games search with adaptive Lévy diversity for network subculture. Electronic Research Archive, 2024, 32(1): 608-642.
Chen Y, Zhang W, Zhou T, Lin H, Heidari A A, Chen H(通讯), Liu L(通讯). Joint margin adaption and multiscale feature fusion for COVID-19 CT images segmentation. Biomedical Signal Processing and Control, 2024, 91: 105912.
Su H, Zhao D, Heidari A A, Cai Z, Chen H, Zhu J. Kernel extreme learning with harmonized bat algorithm for prediction of pyrene toxicity in rats. Basic & Clinical Pharmacology & Toxicology, 2024, 134(2): 250-271.
Huang Y, Wu M, Li D, Chen Z, Yu X, Gao Y, Lai X, Ye L, Quan S, Lu Y(通讯), Heidari A A, Chen H(通讯), Pan J(通讯). Advancing gene feature selection: Comprehensive learning modified hunger games search for high-dimensional data. Biomedical Signal Processing and Control, 2024, 87: 105423.

2023年

Dong R, Liu Y, Wang S, Heidari A A, Wang M(通讯), Chen Y, Wang S, Chen H(通讯), Zhang Y(通讯). Multi-strategy enhanced kernel search optimization and its application in economic emission dispatch problems. Journal of Computational Design and Engineering, 2023: qwad110.
Chen Y, Xu L(通讯), Chen H(通讯), Zeng Y, Guo S, Deng J, Heidari A A. Two-Stage and Two-Discriminator generative adversarial network for the inpainting of irregularly incomplete iris images. Displays, 2023: 102626.
Qian Y, Tu J, Luo G, Sha C, Heidari A A, Chen H(通讯). Multi-threshold remote sensing image segmentation with improved ant colony optimizer with salp foraging. Journal of Computational Design and Engineering, 2023, 10(6): 2200–2221.
Zhu W, Li Z, Heidari A A, Wang S, Chen H(通讯), Zhang Y. An Enhanced RIME Optimizer with Horizontal and Vertical Crossover for Discriminating Microseismic and Blasting Signals in Deep Mines. Sensors, 2023, 23(21): 8787.
Wei Y, Rao X, Fu Y, Song L, Chen H(通讯), Li J. Machine learning prediction model based on enhanced bat algorithm and support vector machine for slow employment prediction. PLOS ONE, 2023, 18(11): e0294114.
Zhao X, Liu L, Heidari A A, Chen Y, Ma B J, Chen H(通讯), Quan S. An enhanced ant colony optimizer with Cauchy-Gaussian fusion and novel movement strategy for multi-threshold COVID-19 X-ray image segmentation. Frontiers in Neuroinformatics, 2023, 17: 1126783.
Zhang H, Cai Z, Xiao L, Heidari A A, Chen H(通讯), Zhao D, Wang S, Zhang Y. Face Image Segmentation Using Boosted Grey Wolf Optimizer. Biomimetics, 2023, 8(6): 484.
Wu Q, Tang X, Li R, Liu L, Chen H(通讯). An enhanced decision-making framework for predicting future trends of sharing economy. PLOS ONE, 2023, 18(10): e0291626.
Lin Y, Heidari A A, Wang S, Chen H(通讯), Zhang Y. An Enhanced Hunger Games Search Optimization with Application to Constrained Engineering Optimization Problems. Biomimetics, 2023, 8(5): 441.
Li X, Lin Z, Lv H, Yu L, Heidari A A, Zhang Y, Chen H(通讯), Liang G. Advanced Slime Mould Algorithm Incorporating Differential Evolution and Powell Mechanism for Engineering Design - ScienceDirect. iScience, 2023, 26(10): 107736.
Wang M, Gong Q, Chen H(通讯), Gao G. Optimizing deep transfer networks with fruit fly optimization for accurate diagnosis of diabetic retinopathy. Applied Soft Computing, 2023, 147: 110782.
Dong R, Sun L, Ma Long, Heidari A A, Zhou X, Chen H(通讯). Boosting Kernel Search Optimizer with Slime Mould Foraging Behavior for Combined Economic Emission Dispatch Problems. Journal of Bionic Engineering, 2023, 20(6): 2863-2895.
Zhou W, Wang P, Zhao X, Chen H. Anti-sine-cosine atom search optimization (ASCASO): a novel approach for parameter estimation of PV models. Environmental Science and Pollution Research, 2023, 30(44): 99620-99651.
Deng R, Chen Z, Chen H(通讯), Hu J. Learning to refine object boundaries. Neurocomputing, 2023, 557: 126742.
Hao S, Huang C, Heidari A A, Shao Q, Chen H(通讯). Performance optimization of hunger games search for multi-threshold COVID-19 image segmentation. Multimedia Tools and Applications, 2023: 1-40.
Lu H, Huang L, Xie Y, Zhou Z, Cui H, Jing S, Yang Z, Zhu D, Wang S, Bao D, Liang G, Cai Z, Chen H(通讯), He W. Prediction of fractional flow reserve with enhanced ant lion optimized support vector machine. Heliyon, 2023, 9(8):18832.
Ma H, Xiao L, Hu Z, Heidari A A, Hadjouni M, Elmannai H, Chen H(通讯). Comprehensive Learning Strategy Enhanced Chaotic Whale Optimization for High-dimensional Feature Selection. Journal of Bionic Engineering, 2023, 20(6): 2973-3007.
Fu R, Chen C, Yan S, Heidari A A, Wang X, Gutierrez J E, Mansour R F, Chen H(通讯). Gaussian similarity-based adaptive dynamic label assignment for tiny object detection. Neurocomputing, 2023, 543: 126285.
Zhang M, Chen H(通讯), Heidari A A, Cai Z, Aljehane N O, Mansour R F. OCRUN: An oppositional Runge–Kutta optimizer with cuckoo search for global optimization and feature selection. Applied Soft Computing, 2023, 146: 110664.
Yu H, Zhao Z, Zhou J, Heidari A A, Chen H(通讯). Sine cosine algorithm with communication and quality enhancement: Performance design for engineering problems. Journal of Computational Design and Engineering, 2023, 10(4): 1868-1891.
Weng X, Heidari A A, Chen H(通讯). Reinforcement Learning to Harmonize Performance of Shuffled Frog Leading Algorithm: A Solution for Optimized Photovoltaic Cells. International Journal of Energy Research, 2023, 2023.
Chen Z, Kuang F, Yu S, Cai Z, Chen H(通讯). Static photovoltaic models’ parameter extraction using reinforcement learning strategy adapted local gradient Nelder-Mead Runge Kutta method. Applied Intelligence, 2023, 53(20): 24106-24141.
Han Y, Chen W, Heidari A A, Chen H(通讯), Zhang X. A solution to the stagnation of multi-verse optimization: An efficient method for breast cancer pathologic images segmentation. Biomedical Signal Processing and Control, 2023, 86: 105208.
Chen J, Cai Z, Heidari A A, Liu L,Chen H(通讯), Pan J. Dynamic mechanism-assisted artificial bee colony optimization for image segmentation of COVID-19 chest x-ray. Displays, 2023, 79: 102485.
Zhou X, Chen Y, Wu Z, Heidari A A, Chen H, Alabdulkreem E, Gutierrez J E, Wang X. Boosted local dimensional mutation and all-dimensional neighborhood slime mould algorithm for feature selection. Neurocomputing, 2023: 126467.
Chen Y, Zeng Y, Xu L, Guo S, Heidari A A, Chen H(通讯), Zhang Y. From Coarse to Fine: Two-Stage Deep Residual Attention Generative Adversarial Network for Repair of Iris Textures Obscured by Eyelids and Eyelashes. iScience, 2023.
He X, Shan W, Zhang R, Heidari A A, Chen H(通讯), Zhang Y. Improved Colony Predation Algorithm Optimized Convolutional Neural Networks for Electrocardiogram Signal Classification. Biomimetics, 2023, 8(3): 6.
Hao S, Huang C, Heidari A A, Xu Z, Chen H(通讯), Alabdulkreem E, Elmannai H, Wang X. Multi-threshold image segmentation using an enhanced fruit fly optimization for COVID-19 X-ray images. Biomedical Signal Processing and Control, 2023, 86: 105147.
Zhou X, Gui W, Heidari A A, Cai Z, Liang G, Chen H(通讯). Random following ant colony optimization: Continuous and binary variants for global optimization and feature selection. Applied Soft Computing, 2023: 110513.
Wang S, Chen H(通讯), Zhang Y. Bionic Artificial Neural Networks in Medical Image Analysis. Biomimetics, 2023, 8(2): 211.
Chen J, Cai Z, Chen H(通讯), Chen X, Gutierrez J E, Mansour R F, Ragab M. Renal Pathology Images Segmentation Based on Improved Cuckoo Search with Diffusion Mechanism and Adaptive Beta-Hill Climbing. Journal of Bionic Engineering, 2023: 1-36.
Hu H, Shan W, Chen J, Xing L, Heidari A A, Chen H(通讯), He X, Wang M. Dynamic Individual Selection and Crossover Boosted Forensic-based Investigation Algorithm for Global Optimization and Feature Selection. Journal of Bionic Engineering, 2023: 1-27.
Chen Z, Xuan P, Heidari A A, Liu L, Wu C, Chen H(通讯), Gutierrez J E, Mansour R F. An artificial bee bare-bone hunger games search for global optimization and high dimensional feature selection. iScience, 2023, 26(5).
Yuan L, Ji J, Liu X, Liu T, Chen H(通讯), Chen D. An Improved Elite Slime Mould Algorithm for Engineering Design. Computer Modeling in Engineering & Sciences, 2023,137(1): 415-454.
Chen J, Cai Z, Heidari A A, Chen H(通讯), He Q, Gutierrez J E, Mansour R F. Multi-threshold image segmentation based on an improved differential evolution: Case study of thyroid papillary carcinoma. Biomedical Signal Processing and Control, 2023,85: 104893.
Shan W, He X, Liu H, Heidari A A, Wang M, Cai Z, Chen H(通讯). Cauchy mutation boosted Harris hawk algorithm: optimal performance design and engineering applications. Journal of Computational Design and Engineering, 2023,10: 503-526.
Zhang Y, Chen H(通讯). Bio-Inspired Optimization in Engineering and Sciences. Computer Modeling in Engineering & Sciences, 2023.
Xu B, Heidari A A, Cai Z, Chen H(通讯). Dimensional decision covariance colony predation algorithm: global optimization and high−dimensional feature selection. Artificial Intelligence Review, 2023: 1-57.
Wang M, Heidari A A, Chen H(通讯). A multi-objective evolutionary algorithm with decomposition and the information feedback for high-dimensional medical data. Applied Soft Computing, 2023, 136: 110102.
Wen X, Xuan P, Heidari A A, Cai Z, Chen H(通讯), Mansour R F, Ragabfig M. A vertical and horizontal crossover sine cosine algorithm with pattern search for optimal power flow in power systems. Energy, 2023, 271: 127000.
Su H, Zhao D, Heidari A A, Liu L, Zhang X, Mafarja M, Chen H(通讯). RIME: A physics-based optimization. Neurocomputing, 2023, 532: 183-214.
Zhao D, Qi A, Yu F, Heidari A A, Chen H(通讯), Li Y. Multi-strategy ant colony optimization for multi-level image segmentation: Case study of melanoma. Biomedical Signal Processing and Control, 2023, 83: 104647.
Zhang M, Wu Q, Chen H(通讯), Heidari A A, Cai Z, Li J, Abdelrahim E M, Mansour R F. Whale Optimization with Random Contraction and Rosenbrock Method for COVID-19 disease prediction. Biomedical Signal Processing and Control, 2023, 83: 104638.
Dong R, Du J, Liu Y, Heidari A A, Chen H(通讯). An enhanced deep deterministic policy gradient algorithm for intelligent control of robotic arms. Frontiers in Neuroinformatics, 2023, 17: 1096053.
Wu S, Heidari A A, Zhang S, Kuang F, Chen H(通讯). Gaussian bare-bone slime mould algorithm: performance optimization and case studies on truss structures. Artificial Intelligence Review, 2023: 1-37.
Peng L, Cai Z, Heidari A A, Zhang L, Chen H(通讯). Hierarchical Harris hawks optimizer for feature selection. Journal of Advanced Research, 2023.
Xing J, Zhou X, Zhao H, Chen H(通讯), Heidari A A. Elite levy spreading differential evolution via ABC shrink-wrap for multi-threshold segmentation of breast cancer images. Biomedical Signal Processing and Control, 2023, 82: 104592.
Hao S, Huang C, Heidari A A, Chen H(通讯), Li L, Algarni A D, Elmannai H, Xu S. Salp swarm algorithm with iterative mapping and local escaping for multi-level threshold image segmentation: A skin cancer dermoscopic case study. Journal of Computational Design and Engineering, 2023, 10(2): 655-693.
Li J, Liu K, Hu Y, Zhang H, Heidari A A, Chen H(通讯), Zhang W, Algarni A D, Elmannai H. Eres-UNet++: Liver CT image segmentation based on high-efficiency channel attention and Res-UNet++. Computers in Biology and Medicine, 2023, 158: 106501.
Han Y, Chen W, Heidari A A, Chen H(通讯). Multi-verse Optimizer with Rosenbrock and Diffusion Mechanisms for Multilevel Threshold Image Segmentation from COVID-19 Chest X-Ray Images. Journal of Bionic Engineering, 2023, 20(3): 1198-1262.
Hou L, Li R, Mafarja M, Heidari A A, Liu L, Jin C, Zhou S, Chen H(通讯), Cai Z, Li C. Image segmentation of Intracerebral hemorrhage patients based on enhanced hunger Games search Optimizer. Biomedical Signal Processing and Control, 2023, 82: 104511.
Wang M, Li X, Chen L, Chen H(通讯). Medical machine learning based on multiobjective evolutionary algorithm using learning decomposition. Expert Systems with Applications, 2023, 216: 119450.
Wang S, Wang B, Zhang Z, Heidari A A, Chen H(通讯). Class-Aware Sample Reweighting Optimal Transport for Multi-source Domain Adaptation. Neurocomputing, 2023, 523: 213-223.

2022年

Li H, Ke S, Rao X, Li C, Chen D, Kuang F, Chen H(通讯), Liang G, Liu L. An Improved Whale Optimizer with Multiple Strategies for Intelligent Prediction of Talent Stability. Electronics, 2022, 11(24): 4224.
Xia J, Cai Z, Heidari A A, Ye Y, Chen H(通讯), Pan Z. Enhanced Moth-Flame Optimizer with Quasi-Reflection and Refraction Learning with Application to Image Segmentation and Medical Diagnosis. Current Bioinformatics, 2022.
Li C, Hou L, Pan J, Chen H(通讯), Cai X, Liang G. Tuberculous pleural effusion prediction using ant colony optimizer with grade-based search assisted support vector machine. Frontiers in Neuroinformatics, 2022.
Hussien A G, Liang G, Chen H(通讯), Lin H. A Double Adaptive Random Spare Reinforced Sine Cosine Algorithm. Computer Modeling in Engineering & Sciences, 2022.
Zhao C, Wang H, Chen H(通讯), Shi W, Feng Y. JAMSNet: A Remote Pulse Extraction Network Based on Joint Attention and Multi-Scale Fusion. IEEE Transactions on Circuits and Systems for Video Technology, 2022.
Dong R, Ma L, Chen H(通讯), Heidari A A, Liang G. Hybrid kernel search and particle swarm optimization with Cauchy perturbation for economic emission load dispatch with valve point effect. Frontiers in Energy Research, 2022.
Li Y, Zhao D, Xu Z, Heidari A A, Chen H(通讯), Jiang X, Liu Z, Wang M, Zhou Q, Xu S. BSRWPSO-FKNN: A boosted PSO with fuzzy K-nearest neighbor classifier for predicting atopic dermatitis disease. Frontiers in Neuroinformatics, 2022.
Wang M, Heidari A A, Chen H(通讯). Fireworks Explosion boosted Harris Hawks Optimization for Numerical Optimization Case of Classifying the severity of COVID-19. Frontiers in Neuroinformatics, 2022.
Su H, Shou Y, Fu Y, Zhao D, Heidari A A, Han Z, Wu P, Chen H(通讯), Chen Y. A new machine learning model for predicting severity prognosis in patients with pulmonary embolism: Study protocol from Wenzhou, China. Frontiers in Neuroinformatics, 2022.
Chen H(通讯), Li C, Mafarja M, Heidari A A, Chen Y, Cai Z. Slime mould algorithm: a comprehensive review of recent variants and applications. International Journal of Systems Science, 2022.
Su H, Han Z, Fu Y, Zhao D, Yu F, Heidari A A, Zhang Y, Shou Y, Wu P, Chen H(通讯), Chen Y. Detection of pulmonary embolism severity using clinical characteristics, hematological indices, and machine learning techniques. Frontiers in Neuroinformatics, 2022.
Ye Z, Jiang L, Li Y, Wang Z, Zhang G, Chen H(通讯). Analysis of Differences in Self-Regulated Learning Behavior Patterns of Online Learners. Electronics, 2022, 11(23): 4013.
Lin C, Wang P, Heidari A A, Zhao X, Chen H(通讯). A Boosted Communicational Salp Swarm Algorithm: Performance Optimization and Comprehensive Analysis. Journal of Bionic Engineering, 2022.
Wang X, Dong X, Zhang Y, Chen H(通讯). Crisscross Harris Hawks Optimizer for Global Tasks and Feature Selection. Journal of Bionic Engineering, 2022.
Hu J, Lv S, Zhou T, Chen H(通讯), Xiao L, Huang X, Wang L, Wu P. Identification of Pulmonary Hypertension Animal Models Using a New Evolutionary Machine Learning Framework Based on Blood Routine Indicators. Journal of Bionic Engineering, 2022.
Yu H, Qiao S, Heidari A A, Shi L, Chen H(通讯). Mutational Chemotaxis Motion Driven Moth-Flame Optimizer for Engineering Applications. Applied Sciences, 2022, 12(23): 12179.
Xing J, Zhao H, Chen H(通讯), Deng R, Xiao L. Boosting Whale Optimizer with Quasi-Oppositional Learning and Gaussian Barebone for Feature Selection and COVID-19 Image Segmentation. Journal of Bionic Engineering, 2022.
Ye M, Sheng X, Lu Y, Zhang G, Chen H(通讯), Jiang B, Zou S, Dai L. SA-FEM: Combined Feature Selection and Feature Fusion for Students’ Performance Prediction. Sensors, 2022.
Yang X, Wang R, Zhao D, Yu F, Heidari A A, Xu Z, Chen H(通讯), Algarni A D, Elmannai H, Xu S. Multi-level threshold segmentation framework for breast cancer images using enhanced differential evolution. Biomedical Signal Processing and Control, 2022, 80: 104373.
Qi A, Zhao D, Yu F, Liu G, Heidari A A, Chen H(通讯), Algarni A D, Elmannai H, Gui W. Directional crossover slime mould algorithm with adaptive Lévy diversity for the optimal design of real-world problems. Journal of Computational Design and Engineering, 2022, 9: 2375–2418.
Su H, Zhao D, Yu F, Heidari A A, Xu Z, Alotaibi F S, Mafarja M, Chen H(通讯). A horizontal and vertical crossover cuckoo search: Optimizing performance for the engineering problems. Journal of Computational Design and Engineering, 2022.
Wang M, Chen L, Chen H(通讯). Multi-Strategy Learning Boosted Colony Predation Algorithm for Photovoltaic Model Parameter Identification. Sensors, 2022.
Hu H, Shan W, Tang Y, Heidari A A, Chen H(通讯), Liu H, Wang M, Gutierrez J E, Mansour R F, Chen J. Horizontal and vertical crossover of sine cosine algorithm with quick moves for optimization and feature selection. Journal of Computational Design and Engineering, 2022.
Li Y, Zhao D, Liu G, Liu Y, Bano Y, Ibrohimov A, Chen H(通讯), Wu C, Chen X. Intradialytic hypotension prediction using covariance matrix-driven whale optimizer with orthogonal structure-assisted extreme learning machine. Frontiers in Neuroinformatics, 2022.
Yang X, Ye X, Zhao D, Heidari A A, Xu Z, Chen H(通讯), Li Y. Multi-threshold image segmentation for melanoma based on Kapur’s entropy using enhanced ant colony optimization. Frontiers in Neuroinformatics, 2022.
Chen Y, Gan H, Chen H(通讯), Zeng Y, Xu L, Heidari A A, Zhu X, Liu Y. Accurate iris segmentation and recognition using an end-to-end unified framework based on MADNet and DSANet. Neurocomputing, 2022.
Zhao S, Wang P, Heidari A A, Zhao X, Chen H(通讯). Boosted crow search algorithm for handling multi-threshold image problems with application to X-ray images of COVID-19. Expert Systems with Applications, 2022, 213: 119095.
Weng X, Liu Y, Heidari A A, Cai Z, Lin H, Chen H(通讯), Liang G, Alsufyani A, Bourouis S. Boosted Backtracking Search Optimization with Information Exchange for Photovoltaic System Evaluation. Energy Science & Engineering, 2022.
Hao S, Huang C, Heidari A A, Xu Z, Chen H(通讯), Althobaiti M M, Mansour R F, Chen X. Performance optimization of water cycle algorithm for multilevel lupus nephritis image segmentation. Biomedical Signal Processing and Control, 2022, 80: 104139.
Yang X, Wang R, Zhao D, Yu F, Huang C, Heidari A A, Cai Z, Bourouis S, Algarni A D, Chen H(通讯). An Adaptive Quadratic Interpolation and Rounding Mechanism Sine Cosine Algorithm with Application to Constrained Engineering Optimization Problems. Expert Systems with Applications, 2022, 213: 119041.
Qiu F, Guo R, Chen H(通讯), Liang G. Boosting Slime Mould Algorithm for High-Dimensional Gene Data Mining: Diversity Analysis and Feature Selection. Computational and Mathematical Methods in Medicine, 2022.
Lin C, Wang P, Zhao X, Chen H(通讯). Double Mutational Salp Swarm Algorithm: From Optimal Performance Design to Analysis. Journal of Bionic Engineering, 2022.
Zhang Q, Huang A, Shao L, Wu P, Heidari A A, Cai Z, Liang G, Chen H(通讯), Alotaibi F S, Mafarja M, Ouyang J. A Machine Learning Framework for Identifying Influenza Pneumonia From Bacterial Pneumonia for Medical Decision Making. Journal of Computational Science, 2022, 65: 101871.
Heidari A A, Akhoondzadeh M, Chen H(通讯). A Wavelet PM2.5 Prediction System Using Optimized Kernel Extreme Learning with Boruta-XGBoost Feature Selection. Mathematics, 2022, 10(19): 3566.
Peng L, He C, Heidari A A, Zhang Q, Chen H(通讯), Liang G, Aljehane N O, Mansour R F. Information sharing search boosted whale optimizer with Nelder-Mead simplex for parameter estimation of photovoltaic models. Energy Conversion and Management, 2022, 270: 116246.
Yu H, Qiao S, Heidari A A, El-Saleh A A, Bi C, Mafarja M, Cai Z, Chen H(通讯). Laplace crossover and random replacement strategy boosted Harris Hawks optimization: performance optimization and analysis. Journal of Computational Design and Engineering, 2022, 9: 1879–1916.
Xu Z, Heidari A A, Kuang F, Khalil A, Mafarja M, Zhang S, Chen H(通讯), Pan Z. Enhanced Gaussian Bare-Bones Grasshopper Optimization: Mitigating the Performance Concerns for Feature Selection. Expert Systems with Applications, 2022, 212: 118642.
Zhang L, Wang J, Wang W, Jin Z, Su Y, Chen H(通讯). Smart contract vulnerability detection combined with multi-objective detection. Computer Networks, 2022, 217: 109289.
Qiu F, Zheng P, Heidari A A, Liang G, Chen H(通讯), Karim F K, Elmannai H, Lin H. Mutational Slime Mould Algorithm for Gene Selection. Biomedicines, 2022, 10(8): 2052.
Xu B, Heidari A A, Zhang S, Chen H(通讯), Shao Q. Extremal Nelder–Mead colony predation algorithm for parameter estimation of solar photovoltaic models. Energy Science & Engineering, 2022.
Qiao S, Yu H, Heidari A A, El-Saleh A A, Cai Z, Xu X, Mafarja M, Chen H(通讯). Individual disturbance and neighborhood mutation search enhanced whale optimization: performance design for engineering problems. Journal of Computational Design and Engineering, 2022, 9: 1817–1851.
Deng W, Ni H, Liu Y, Chen H(通讯), Zhao H. An adaptive differential evolution algorithm based on belief space and generalized opposition-based learning for resource allocation. Applied Soft Computing, 2022, 127: 109419.
Zhou X, Gui W, Heidari A A, Cai Z, Elmannai H, Hamdi M, Liang G, Chen H(通讯). Advanced Orthogonal Learning and Gaussian Barebone Hunger Games for Engineering Design. Journal of Computational Design and Engineering, 2022,9: 1699–1736.
Chen H, Ahmadianfar I, Liang G, Bakhsizadeh H, Azad B, Chu X. A Successful Candidate Strategy with Runge-Kutta Optimization for Multi-Hydropower Reservoir Optimization. Expert Systems with Applications, 2022, 209: 118383.
Zhou W, Wang P, Heidari A A, Zhao X, Chen H(通讯). Spiral Gaussian Mutation Sine Cosine Algorithm: Framework and Comprehensive Performance Optimization. Expert Systems with Applications, 2022, 209: 118372.
Zhang L, Fu Y, Wei Y, Chen H(通讯), Xia C, Cai Z. Predicting Entrepreneurial Intention of Students: Kernel Extreme Learning Machine with Boosted Crow Search Algorithm. Applied Sciences, 2022, 12(14): 6907.
Yu S, Heidari A A, He C, Cai Z, Althobaiti M M, Mansour R F, Liang G, Chen H(通讯). Parameter estimation of static solar photovoltaic models using Laplacian Nelder-Mead hunger games search. Solar Energy, 2022, 242: 79-104.
Shan W, Hu H, Cai Z, Chen H(通讯), Liu H, Wang M, Teng Y. Multi-strategies Boosted Mutative Crow Search Algorithm for Global Tasks: Cases of Continuous and Discrete Optimization. Journal of Bionic Engineering, 2022.
Qi A, Zhao D, Yu F, Heidari A A, Wu Z, Cai Z, Alenezi F, Mansour R F, Chen H(通讯), Chen M. Directional mutation and crossover boosted ant colony optimization with application to COVID-19 X-ray image segmentation. Computers in Biology and Medicine, 2022, 148: 105810.
Liu Y, Heidari A A, Cai Z, Liang G, Chen H(通讯), Pan Z, Alsufyani A, Bourouis S. Simulated annealing-based dynamic step shuffled frog leaping algorithm: Optimal performance design and feature selection. Neurocomputing, 2022, 503: 325-362.
Yang X, Zhao D, Yu F, Heidari A A, Bano Y, Ibrohimov A, Liu Y, Cai Z, Chen H(通讯), Chen X. Boosted machine learning model for predicting intradialytic hypotension using serum biomarkers of nutrition. Computers in Biology and Medicine, 2022, 147: 105752.
Ye X, Cai Z, Lu C, Chen H(通讯), Pan Z. Boosted Sine Cosine Algorithm with Application to Medical Diagnosis. Computational and Mathematical Methods in Medicine, 2022.
Zhao D, Liu L, Yu F, Heidari A A, Wang M, Chen H(通讯), Muhammad K. Opposition-based ant colony optimization with all-dimension neighborhood search for engineering design. Journal of Computational Design and Engineering, 2022, 9: 1007–1044.
Wang Z, Liang G, Chen H(通讯). Tool for Predicting College Student Career Decisions: An Enhanced Support Vector Machine Framework. Applied Sciences, 2022, 12(9): 4776.
Xu B, Heidari A A, Kuang F, Zhang S, Chen H(通讯), Cai Z. Quantum Nelder-Mead Hunger Games Search for optimizing photovoltaic solar cells. International Journal of Energy Research, 2022.
Shan W, Qiao Z, Heidari A A, Gui W, Chen H(通讯), Teng Y, Liang Y, Lv T. An efficient rotational direction heap-based optimization with orthogonal structure for medical diagnosis. Computers in Biology and Medicine, 2022, 146: 105563.
Premkumar M, Jangir P, Kumar C, Jebaseelan S D T S, Alhelou H H, Elavarasan R M, Chen H. Constraint estimation in three-diode solar photovoltaic model using Gaussian and Cauchy mutation-based hunger games search optimizer and enhanced Newton–Raphson method. IET Renewable Power Generation, 2022, 16: 1733-1772.
Wang M, Zhou T, Lv S, Shi B, Chen S, Heidari A A, Huang X, Chen H(通讯), Wang L, Wu P. An evolutionary machine learning for pulmonary hypertension animal model from arterial blood gas analysis. Computers in Biology and Medicine, 2022, 146: 105529.
Song J, Chen C, Heidari A A, Liu J, Yu H, Chen H(通讯). Performance optimization of annealing salp swarm algorithm: frameworks and applications for engineering design. Journal of Computational Design and Engineering, 2022, 9: 633–669.
Yang X, Zhao D, Yu F, Heidari A A, Bano Y, Ibrohimov A, Liu Y, Cai Z, Chen H(通讯), Chen X. An optimized machine learning framework for predicting intradialytic hypotension using indexes of chronic kidney disease-mineral and bone disorders. Computers in Biology and Medicine, 2022, 145: 105510.
Wang M, Liang Y, Hu Z, Chen S, Shi B, Heidari A A, Zhang Q, Chen H(通讯), Chen X. Lupus nephritis diagnosis using enhanced moth flame algorithm with support vector machines. Computers in Biology and Medicine, 2022, 145: 105435.
Guan Q, Chen Y, Wei Z, Heidari A A, Hu H, Yang X, Zheng J, Zhou Q, Chen H(通讯), Chen F. Medical image augmentation for lesion detection using a texture-constrained multichannel progressive GAN. Computers in Biology and Medicine, 2022, 145: 105444.
Bao H, Liang G, Cai Z, Chen H(通讯). Random Replacement Crisscross Butterfly Optimization Algorithm for Standard Evaluation of Overseas Chinese Associations. Electronics, 2022, 11(7): 1080.
Lin H, Ahmadianfar I, Golilarz N A, Jamei M, Heidari A A, Kuang F, Zhang S, Chen H(通讯). Adaptive slime mould algorithm for optimal design of photovoltaic models. Energy Science & Engineering, 2022.
Yu S, Chen Z, Heidari A A, Zhou W, Chen H(通讯), Xiao L. Parameter identification of photovoltaic models using a sine cosine differential gradient based optimizer. IET Renewable Power Generation, 2022, 16: 1535-1561.
Qi A, Zhao D, Yu F, Heidari A A, Chen H(通讯), Xiao L. Directional mutation and crossover for immature performance of whale algorithm with application to engineering optimization. Journal of Computational Design and Engineering, 2022, 9: 519–563.
Wen Y, Zhang Y, Wen L, Cao H, Ai G, Gu M, Wang P, Chen H(通讯). A 65nm/0.448 mW EEG processor with parallel architecture SVM and lifting wavelet transform for high-performance and low-power epilepsy detection. Computers in Biology and Medicine, 2022, 144: 105366.
Liu J, Wei J, Heidari A A, Kuang F, Zhang S, Gui W, Chen H(通讯), Pan Z. Chaotic simulated annealing multi-verse optimization enhanced kernel extreme learning machine for medical diagnosis. Computers in Biology and Medicine, 2022, 144: 105356.
Chen Y, Yang X, Wei Z, Heidari A A, Zheng N, Li Z, Chen H(通讯) , Hu H, Zhou Q, Guan Q. Generative Adversarial Networks in Medical Image augmentation: A review. Computers in Biology and Medicine, 2022, 144: 105382.
Yu M, Han M, Li X, Wei X, Jiang H, Chen H, Yu R. Adaptive soft erasure with edge self-attention for weakly supervised semantic segmentation: Thyroid ultrasound image case study. Computers in Biology and Medicine, 2022, 144: 105347.
Yu H, Liu J, Chen C, Heidari A A, Zhang Q,Chen H(通讯). Optimized deep residual network system for diagnosing tomato pests. Computers and Electronics in Agriculture, 2022, 195: 106805.
Yu H, Li Z, Bi C, Chen H(通讯). An effective deep learning method with multi-feature and attention mechanism for recognition of Chinese rice variety information. Multimedia Tools and Applications, 2022.
Ren L, Heidari A A, Cai Z, Shao Q, Liang G, Chen H(通讯), Pan Z. Gaussian kernel probability-driven slime mould algorithm with new movement mechanism for multi-level image segmentation. Measurement, 2022, 192: 110884.
Yuan L, Kuang F, Zhang S, Chen H(通讯). The Gaussian Mutational Barebone Dragonfly Algorithm: From Design to Analysis. Symmetry, 2022, 14(2): 331.
Xu B, Heidari A A, Kuang F, Zhang S, Chen H(通讯), Cai Z. Performance optimization of photovoltaic systems: Reassessment of political optimization with a quantum Nelder-mead functionality. Solar Energy, 2022, 234: 39-63.
Yu H, Cheng X, Chen C, Heidari A A, Liu J, Cai Z, Chen H(通讯). Apple leaf disease recognition method with improved residual network. Multimedia Tools and Applications, 2022.
Hussien A G, Heidari A A, Ye X, Liang G, Chen H(通讯), Pan Z. Boosting whale optimization with evolution strategy and Gaussian random walks: an image segmentation method. Engineering with Computers, 2022.
Song S, Wang P, Heidari A A, Zhao X, Chen H(通讯). Adaptive Harris hawks optimization with persistent trigonometric differences for photovoltaic model parameter extraction. Engineering Applications of Artificial Intelligence, 2022, 109: 104608.
Yu H, Song J, Chen C, Heidari A A, Liu J, Chen H(通讯), Zaguia A, Mafarja M. Image segmentation of Leaf Spot Diseases on Maize using multi-stage Cauchy-enabled grey wolf algorithm. Engineering Applications of Artificial Intelligence, 2022, 109: 104653.
Ahmadianfar I, Heidari A A, Noshadian S, Chen H(通讯), Gandomi A H. INFO: An Efficient Optimization Algorithm based on Weighted Mean of Vectors. Expert Systems with Applications, 2022, 195: 116516.
Yu H, Qiao S, Heidari A A, Bi C, Chen H(通讯). Individual Disturbance and Attraction Repulsion Strategy Enhanced Seagull Optimization for Engineering Design. Mathematics, 2022, 10(2): 276.
Xia J, Zhang H, Li R, Wang Z, Cai Z, Gu Z, Chen H(通讯), Pan Z. Adaptive Barebones Salp Swarm Algorithm with Quasi-oppositional Learning for Medical Diagnosis Systems: A Comprehensive Analysis. Journal of Bionic Engineering, 2022.
Chen Y, Wang M, Heidari A A, Shi B, Hu Z, Zhang Q, Chen H(通讯), Mafarja M, Turabieh H. Multi-threshold Image Segmentation using a Multi-strategy Shuffled Frog Leaping Algorithm. Expert Systems with Applications, 2022, 194: 116511.
Gao X, Liang G, Chen H(通讯). Multi-Population Enhanced Slime Mould Algorithm and with Application to Postgraduate Employment Stability Prediction. Electronics, 2022, 11(2): 209.
Zhang H, Liu T, Ye X, Heidari A A, Liang G, Chen H(通讯), Pan Z. Differential evolution-assisted salp swarm algorithm with chaotic structure for real-world problems. Engineering with Computers, 2022.
Su H, Zhao D, Yu F, Heidari A A, Zhang Y, Chen H(通讯), Li C, Pan J, Quan S. Horizontal and vertical search artificial bee colony for image segmentation of COVID-19 X-ray images. Computers in Biology and Medicine, 2022, 142: 105181.
Xia J, Wang Z, Yang D, Li R, Liang G, Chen H(通讯), Heidari A A, Turabieh H, Mafarja M, Pan Z. Performance optimization of support vector machine with oppositional grasshopper optimization for acute appendicitis diagnosis. Computers in Biology and Medicine, 2022, 143: 105206.

Top

2021年

Chen X, Huang H, Heidari A A, Sun C, Lv Y,Gui W, Liang G, Gu Z, Chen H(通讯), Li C, Chen P. An efficient multilevel thresholding image segmentation method based on the slime mould optimizer with the bee foraging mechanism: A real case with lupus nephritis images. Computers in Biology and Medicine, 2021, 142: 105179.
Hu J, Han Z, Heidari A A, Shou Y, Ye H,Wang L, Huang X, Chen H(通讯), Chen Y, Wu P. Detection of COVID-19 severity using blood gas analysis parameters and Harris hawks optimized extreme learning machine. Computers in Biology and Medicine, 2021, 142: 105166.
Yu S, Heidari A A, Liang G, Chen C, Chen H(通讯), Shao Q. Solar Photovoltaic Model Parameter Estimation based on Orthogonally-Adapted Gradient-based Optimization. Optik, 2021, 252: 168513.
Xia J, Yang D, Zhou H, Chen Y, Zhang H, Liu T, Heidari A A, Chen H(通讯), Pan Z. Evolving kernel extreme learning machine for medical diagnosis via a disperse foraging sine cosine algorithm. Computers in Biology and Medicine, 2021, 141: 105137.
Chen C, Wang X, Heidari A A, Yu H, Chen H(通讯). Multi-Threshold Image Segmentation of Maize Diseases Based on Elite Comprehensive Particle Swarm Optimization and Otsu. Frontiers in Plant Science, 2021.
Weng X, Heidari A A, Liang G, Chen H(通讯), Ma X. An evolutionary Nelder–Mead slime mould algorithm with random learning for efficient design of photovoltaic models. Energy Reports, 2021, 7: 8784-8804.
Hu J, Gui W, Heidari A A, Cai Z, Liang G, Chen H(通讯), Pan Z. Dispersed foraging slime mould algorithm: Continuous and binary variants for global optimization and wrapper-based feature selection. Knowledge-Based Systems, 2021, 237: 107761.
Deng W, Zhang X, Zhou Y, Liu Y, Deng W, Chen H(通讯), Zhao H. An Enhanced Fast Non-Dominated Solution Sorting Genetic Algorithm for Multi-objective Problems. Information Sciences, 2021, 585: 441-453.
Hu J, Heidari A A, Zhang L, Xue X, Gui W, Chen H(通讯), Pan Z. Chaotic diffusion-limited aggregation enhanced grey wolf optimizer: Insights, analysis, binarization, and feature selection. International Journal of Intelligent Systems, 2021.
Hu J, Liu Y, Heidari A A, Bano Y, Ibrohimov A, Liang G, Chen H(通讯), Chen X, Zaguia A, Turabieh H. An effective model for predicting serum albumin levels in hemodialysis patients. Computers in Biology and Medicine, 2021, 140: 105054.
Zhao S, Wang P, Heidari A A, Chen H(通讯), He W, Xu S. Performance optimization of Salp Swarm Algorithm for multi-threshold image segmentation: Comprehensive study of breast cancer microscopy. Computers in Biology and Medicine, 2021, 139: 105015.
Wang M, Gao G, Huang H, Heidari A A, Zhang Q, Chen H(通讯), Tang W. A Principal component analysis-boosted dynamic Gaussian mixture clustering model for ignition factors of Brazil’s rainforests. IEEE Access, 2021, 9: 145748-145762.
Zhang Q, Wang Z, Heidari A A, Gui W, Shao Q, Chen H(通讯), Zaguia A, Turabieh H, Chen M. Gaussian Barebone Salp Swarm Algorithm with Stochastic Fractal Search for medical image segmentation: A COVID-19 case study. Computers in Biology and Medicine, 2021, 139: 104941.
Yu H, Liu J, Chen C, Heidari A A, Zhang Q, Chen H(通讯), Mafarja M, Turabieh H. Corn leaf diseases diagnosis based on Kmeans clustering and deep learning. IEEE Access, 2021, 9: 143824-143835.
Shi B, Ye H, Heidari A A, Zheng L, Hu Z, Chen H(通讯), Turabieh H, Mafarja M, Wu P. Analysis of COVID-19 Severity from the Perspective of Coagulation Index using Evolutionary Machine Learning with Enhanced Brain Storm Optimization. Journal of King Saud University - Computer and Information Sciences,2021.
Qiao Z, Shan W, Jiang N, Heidari A A, Chen H(通讯), Teng Y, Turabieh H, Mafarja M. Gaussian bare-bones gradient-based optimization: Towards mitigating the performance concerns. International Journal of Intelligent Systems,2021.
Liang G, On B W, Jeong D, Heidari A A, Kim H C, Choi G S, Shi Y, Chen Q, Chen H(通讯). A text GAN framework for creative essay recommendation. Knowledge-Based Systems, 2021, 232: 107501.
Liu L, Zhao D, Yu F, Heidari A A, Ru J, Chen H(通讯), Mafarja M, Turabieh H, Pan Z. Performance Optimization of Differential Evolution with Slime Mould Algorithm for Multilevel Breast Cancer Image Segmentation. Computers in Biology and Medicine, 2021.
Dong R, Chen H(通讯), Heidari A A, Turabieh H, Mafarja M, Wang S. Boosted kernel search: Framework, analysis and case studies on the economic emission dispatch problem. Knowledge-Based Systems, 2021, 233: 107529.
Chen C, Wang X, Wu C, Mafarja M, Turabieh H, Chen H(通讯). Soil Erosion Prediction Based on Moth-Flame Optimizer-Evolved Kernel Extreme Learning Machine. Electronics, 2021, 10(17): 2115.
Chen C, Wang X, Chen H(通讯), Wu C, Mafarja M, Turabieh H. Towards Precision Fertilization: Multi-Strategy Grey Wolf Optimizer Based Model Evaluation and Yield Estimation. Electronics, 2021, 10(18): 2183.
Wang G, Gui W, Liang G, Zhao X, Wang M, Mafarja M, Turabieh H, Xin J, Chen H(通讯), Ma X. Spiral Motion Enhanced Elite Whale Optimizer for Global Tasks. Complexity, 2021.
Fan Y, Wang P, Heidari A A, Chen H(通讯), Turabieh H, Mafarja M. Random Reselection Particle Swarm Optimization for Optimal Design of Solar Photovoltaic Modules. Energy, 2021, 239: 121865.
Zhou W, Wang P, Heidari A A, Zhao X, Turabieh H, Mafarja M, Chen H(通讯). Metaphor-free dynamic spherical evolution for parameter estimation of photovoltaic modules. Energy Reports, 2021, 7: 5175-5202.
Shi B, Ye H, Zheng J, Zhu Y, Heidari A A, Zheng L, Chen H(通讯), Wang L, Wu P. Early Recognition and Discrimination of COVID-19 Severity using Slime Mould Support Vector Machine for Medical Decision-making. IEEE Access, 2021, 9: 121996 - 122015.
Zhao S, Wang P, Heidari A A, Zhao X, Ma C, Chen H(通讯). An enhanced Cauchy mutation grasshopper optimization with trigonometric substitution: engineering design and feature selection. Engineering with Computers, 2021.
Pradeep J, Heidari A A, Chen H(通讯). Elitist Non-dominated Sorting Harris Hawks Optimization: Framework and Developments for Multi-objective Problems. Expert Systems with Applications, 2021, 186: 115747.
Zhao S, Wang P, Zhao X, Turabieh H, Mafarja M Chen H(通讯). Elite dominance scheme ingrained adaptive salp swarm algorithm: a comprehensive study. Engineering with Computers, 2021.
Too J, Liang G, Chen H(通讯). Memory-based Harris hawk optimization with learning agents: a feature selection approach. Engineering with Computers, 2021.
Abbasi A, Firouzi B, Sendur P, Heidari A A, Chen H(通讯), Tiwari R. Multi-strategy Gaussian Harris hawks optimization for fatigue life of tapered roller bearings. Engineering with Computers, 2021.
Li C, Li J, Chen H, Jin M, Ren H. Enhanced Harris hawks optimization with multi-strategy for global optimization tasks. Expert Systems with Applications, 2021, 185: 115499.
Shi B, Ye H, Zheng L, Lyu J, Chen C, Heidari A A, Hu Z, Chen H(通讯), Wu P. Evolutionary warning system for COVID-19 severity: Colony predation algorithm enhanced extreme learning machine. Computers in Biology and Medicine, 2021, 136: 104698.
Xia J, Zhang H, Li R, Chen H(通讯), Turabieh H, Mafarja M, Pan Z. Generalized Oppositional Moth Flame Optimization with Crossover Strategy: An Approach for Medical Diagnosis. Journal of Bionic Engineering, 2021, 18: 991-1010.
Xu Y, Huang H, Heidari A A, Gui W, Ye X, Chen Y, Chen H(通讯), Pan Z. MFeature: Towards High Performance Evolutionary Tools for Feature Selection. Expert Systems with Applications, 2021, 186 : 115655.
Wang M, Zhang Q, Chen H(通讯), Heidari A A, Mafarja M, Turabieh H. Evaluation of constraint in photovoltaic cells using ensemble multi-strategy shuffled frog leading algorithms. Energy Conversion and Management, 2021, 244: 114484.
Ahmadianfar I, Gong W, Heidari A A, Golilarz N A, Koucheksaraee A S, Chen H(通讯). Gradient-based optimization with ranking mechanisms for parameter identification of photovoltaic systems. Energy Reports, 2021, 7: 3979-3997.
Liu L, Zhao D, Yu F, Heidari A A, Li C, Ouyang J, Chen H(通讯), Mafarja M, Turabieh H, Pan J. Ant colony optimization with Cauchy and greedy Levy mutations for multilevel COVID 19 X-ray image segmentation. Computers in Biology and Medicine, 2021, 136: 104609.
Wu S, Mao P, Li R, Cai Z, Heidari A A, Xia J, Chen H(通讯), Mafarja M, Turabieh H, Chen X. Evolving Fuzzy k-Nearest Neighbors Using an Enhanced Sine Cosine Algorithm: Case Study of Lupus Nephritis. Computers in Biology and Medicine, 2021, 135: 104582.
Liu Y, Heidari A A, Ye X, Liang G, Chen H(通讯), He C. Boosting Slime Mould Algorithm for Parameter Identification of Photovoltaic Models. Energy, 2021, 234: 121164.
Tu J, Chen H(通讯), Wang M, Gandomi A H. The Colony Predation Algorithm. Journal of Bionic Engineering, 2021, 18: 674-710.
Weng X, Heidari A A, Liang G, Chen H(通讯), Ma X, Mafarja M, Turabieh H. Laplacian Nelder-Mead spherical evolution for parameter estimation of photovoltaic models. Energy Conversion and Management, 2021, 243: 114223.
Saber A, Sakr M, Abo-Seida O M, Keshk A, Chen H(通讯). A Novel Deep-Learning Model for Automatic Detection and Classification of Breast Cancer Using the Transfer-Learning Technique. IEEE Access, 2021, 9: 71194 - 71209.
Yu C, Heidari A A, Xue X, Zhang L, Chen H(通讯), Chen W. Boosting Quantum Rotation Gate Embedded Slime Mould Algorithm. Expert Systems with Applications, 2021, 181: 115082.
Xu Z, Gui W, Heidari A A, Liang G, Chen H(通讯), Wu C, Turabieh H, Mafarja M. Spiral Motion Mode Embedded Grasshopper Optimization Algorithm: Design and Analysis. IEEE Access, 2021, 9: 71104 - 71132.
Ahmadianfar I, Heidari A A, Gandomi A H, Chu X, Chen H. RUN Beyond the Metaphor: An Efficient Optimization Algorithm Based on Runge Kutta Method. Expert Systems with Applications, 2021, 181: 115079.
Zhao S, Wang P, Heidari A A, Chen H(通讯), Turabieh H, Mafarja M, Li C. Multilevel Threshold Image Segmentation with Diffusion Association Slime Mould Algorithm and Renyi’s Entropy for Chronic Obstructive Pulmonary Disease. Computers in Biology and Medicine, 2021.
Chen C, Wang X, Yu H, Wang M, Chen H(通讯). Dealing with multi-modality using synthesis of Moth-flame optimizer with sine cosine mechanisms. Mathematics and Computers in Simulation, 2021, 188: 291-318.
Wu P, Ye H, Cai X, Li C, Li S, Chen M, Wang M, Heidari A A, Chen M, Li J, Chen H(通讯), Huang X, Wang L. 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, 2021, 9: 45486-45503.
Ye H, Wu P, Zhu T, Xiao Z, Zhang X, Zheng L, Zheng R, Sun Y, Zhou W, Fu Q, Ye X, Chen A, Zheng S, Heidari A A, Wang M, Zhu J, Chen H(通讯), Li J. Diagnosing Coronavirus Disease 2019 (COVID-19): Efficient Harris Hawks-Inspired Fuzzy K-Nearest Neighbor Prediction Methods. IEEE Access, 2021, 9: 17787-17802.
Yang Y, Chen H(通讯), Heidari A A, Gandomi A H. Hunger Games Search: Visions, Conception, Implementation, Deep Analysis, Perspectives, and Towards Performance Shifts. Expert Systems with Applications, 2021.
Ye X, Liu W, Li H, Wang M, Chen C, Liang G, Chen H(通讯), Huang H. Modified Whale Optimization Algorithm for Solar Cell and PV Module Parameter Identification. Complexity, 2021.
Yu H, Yuan K, Li W, Zhao N, Chen W, Huang C, Chen H(通讯). Improved Butterfly Optimizer-Configured Extreme Learning Machine for Fault Diagnosis. Complexity, 2021.
Ridha H M, Hizam H, Gomes C, Heidari A A, Chen H(通讯), Ahmadipour M, Muhsen D H, Alghrairi M. Parameters Extraction of Three Diode Photovoltaic Models using Boosted LSHADE algorithm and Newton Raphson Method. Energy, 2021, 224: 120136.
Wang G, Heidari A A, Wang M, Kuang F, Zhu W, Chen H(通讯). Chaotic Arc Adaptive Grasshopper Optimization. IEEE Access, 2021, 9: 17672-17706.
Nautiyal B, Prakash R, Vimal V, Liang G, Chen H(通讯). Improved Salp Swarm Algorithm with mutation schemes for solving global optimization and engineering problems. Engineering with Computers, 2021.
Liu Y, Heidari A A, Ye X, Chen C, Zhao X, Ma C, Turabieh H, Chen H(通讯), Le R. Evolutionary shuffled frog leaping with memory pool for parameter optimization. Energy Reports, 2021, 7: 584-606.
Zhou W, Wang P, Heidari A A, Zhao X, Turabieh H, Chen H(通讯). Random learning gradient based optimization for efficient design of photovoltaic models. Energy Conversion and Management, 2021, 230: 113751.
Yu C, Chen M, Cheng K, Zhao X, Ma C, Kuang F, Chen H(通讯). SGOA: annealing-behaved grasshopper optimizer for global tasks. Engineering with Computers, 2021.
Fan Y, Wang P, Mafarja M, Wang M, Zhao X, Chen H(通讯). A bioinformatic variant fruit fly optimizer for tackling optimization problems. Knowledge-Based Systems, 2021, 213: 106704.
Fan Y, Wang P, Heidari A A, Zhao X, Turabieh H, Chen H(通讯). Delayed dynamic step shuffling frog-leaping algorithm for optimal design of photovoltaic models. Energy Reports, 2021, 7: 228-246.
Ridha H M, Gomes C, Hizam H, Ahmadipour M, Heidari A A, Chen H(通讯). Multi-objective optimization and multi-criteria decision-making methods for optimal design of standalone photovoltaic system: A comprehensive review. Renewable and Sustainable Energy Reviews, 2021, 135: 110202.
Li C, Li J(通讯), Chen H, Heidari A A. Memetic Harris Hawks Optimization: Developments and Perspectives on Project Scheduling and QoS-aware Web Service Composition. Expert Systems with Applications, 2021, 171: 114529.
Shan W, Qiao Z, Heidari A A, Chen H(通讯), Turabieh H, Teng Y. Double adaptive weights for stabilization of moth flame optimizer: Balance analysis, engineering cases, and medical diagnosis. Knowledge-Based Systems, 2021, 214: 106728.
Hu J, Chen H(通讯), Heidari A A, Wang M, Zhang X, Chen Y, Pan Z. Orthogonal learning covariance matrix for defects of grey wolf optimizer: Insights, balance, diversity, and feature selection. Knowledge-Based Systems, 2021, 213: 106684.
Tu J, Chen H(通讯), Liu J, Heidari A A, Zhang X, Wang M, Ruby R, Pham Q-V. Evolutionary biogeography-based Whale optimization methods with communication structure: Towards measuring the balance. Knowledge-Based Systems, 2021, 212: 106642.
Liu Y, Shi Y, Chen H, Heidari A A, Gui W, Wang M, Chen H(通讯), Li C. Chaos-assisted Multi-population Salp Swarm Algorithms: Framework and Case Studies. Expert Systems with Applications, 2021, 168: 114369.
Al-Betar M A, Awadallah M A, Heidari A A, Chen H(通讯), Al-khraisat H, Li C. Survival Exploration Strategies for Harris Hawks Optimizer. Expert Systems with Applications, 2021, 168: 114243.
Zhao D, Liu L, Yu F, Heidari A A, Wang M, Liang G, Muhammad K, Chen H(通讯). Chaotic random spare ant colony optimization for multi-threshold image segmentation of 2D Kapur entropy. Knowledge-Based Systems, 2021, 216: 106510.
Zhang Y, Liu R, Heidari A A, Wang X, Chen Y, Wang M, Chen H(通讯). Towards Augmented Kernel Extreme Learning Models for Bankruptcy Prediction: Algorithmic Behavior and Comprehensive Analysis. Neurocomputing, 2021, 430: 185-212.
Zhao D, Liu L, Yu F, Heidari A A, Wang M, Oliva D, Muhammad K, Chen H(通讯). Ant Colony Optimization with Horizontal and Vertical Crossover Search: Fundamental Visions for Multi-threshold Image Segmentation. Expert Systems with Applications, 2021, 167: 114122.
Song S, Wang P, Heidari A A, Wang M, Zhao X, Chen H(通讯), He W, Xu S. Dimension decided Harris hawks optimization with Gaussian mutation: Balance analysis and diversity patterns. Knowledge-Based Systems, 2021, 215: 106425.
Zhou W, Wang P, Heidari A A, Wang M, Zhao X, Chen H(通讯). Multi-core Sine Cosine Optimization: Methods and Inclusive Analysis. Expert Systems with Applications, 2021, 164: 113974.
Zhang H, Wang Z, Chen W, Heidari A A, Wang M, Zhao X, Liang G, Chen H(通讯), Zhang X. Ensemble Mutation-driven Salp Swarm Algorithm with Restart Mechanism: Framework and Fundamental Analysis. Expert Systems with Applications, 2021, 165: 113897.

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2020年

Ji Y, Tu J, Zhou H, Gui W, Liang G, Chen H(通讯), Wang M. An Adaptive Chaotic Sine Cosine Algorithm for Constrained and Unconstrained Optimization. Complexity, 2020.
Chen C, Wang X, Yu H, Zhao N, Wang M, Chen H(通讯). An Enhanced Comprehensive Learning Particle Swarm Optimizer with the Elite-Based Dominance Scheme. Complexity, 2020.
Wang M, Zhao X, Heidari A A, Chen H(通讯). Evaluation of constraint in photovoltaic models by exploiting an enhanced ant lion optimizer. Solar Energy, 2020, 211: 503-521.
He W, Xie Y, Lu H, Wang M, Chen H(通讯). Predicting Coronary Atherosclerotic Heart Disease: An Extreme Learning Machine with Improved Salp Swarm Algorithm. Symmetry, 2020, 12(10): 1651.
Sun M, Liu Y, Liu G, Cui D, Heidari A A, Jia W, Ji X, Chen H(通讯), Luo Y. Application of Machine Learning to Stomatology: A Comprehensive Review. IEEE Access, 2020, 8: 184360-184374.
Yu H, Li W, Chen C, Liang J, Gui W, Wang M, Chen H(通讯). Dynamic Gaussian bare-bones fruit fly optimizers with abandonment mechanism: method and analysis. Engineering with Computers, 2020.
Zhou H, Ding Z, Peng H, Tang Z, Liang G, Chen H(通讯), Ma C, Wang M. An Improved Grasshopper Optimizer for Global Tasks. Complexity, 2020.
Wang X, Chen H, Heidari A A, Zhang X, Xu J, Xu Y, Huang H. Multi-population following behavior-driven fruit fly optimization: A Markov chain convergence proof and comprehensive analysis. Knowledge-Based Systems, 2020, 210: 106437.
Hussien A G, Amin M, Wang M, Liang G, Alsanad A, Gumaei A, Chen H(通讯). Crow Search Algorithm: Theory, Recent Advances, and Applications. IEEEE Access, 2020, 8: 173548-173565.
Liu Y, Chong G, Heidari A A, Chen H(通讯), Liang G, Ye X, Cai Z, Wang M. Horizontal and vertical crossover of Harris hawk optimizer with Nelder-Mead simplex for parameter estimation of photovoltaic models. Energy Conversion and Management, 2020, 223: 113211.
Liang X, Cai Z, Wang M, Zhao X, Chen H(通讯), Li C. Chaotic oppositional sine–cosine method for solving global optimization problems. Engineering with Computers, 2020.
Zhang H, Cai Z, Ye X, Wang M, Kuang F, Chen H(通讯), Li C, Li Y. A Multi-strategy Enhanced Salp Swarm Algorithm for Global Optimization. Engineering with Computers, 2020.
Yu C, Cai Z, Ye X, Wang M, Zhao X, Liang G, Chen H(通讯), Li C. Quantum-like mutation-induced dragonfly-inspired optimization approach. Mathematics and Computers in Simulation, 2020, 178: 259-289.
Zhang H, Li R, Cai Z, Gu Z, Asghar Heidari A, Wang M, Chen H(通讯), Chen M. Advanced Orthogonal Moth Flame Optimization with Broyden–Fletcher–Goldfarb–Shanno Algorithm: Framework and Real-world Problems. Expert Systems with Applications, 2020, 159: 113617.
Liu G, Jia W, Luo Y, Wang M, Heidari A A, Ouyang J, Chen H(通讯), Chen M. Prediction Optimization of Cervical Hyperextension Injury: Kernel Extreme Learning Machines with Orthogonal Learning Butterfly Optimizer and Broyden-Fletcher-Goldfarb-Shanno Algorithms. IEEE Access, 2020, 8: 119911-119930.
Ba A F, Huang H, Wang M, Ye X, Gu Z, Chen H(通讯), Cai X. Levy-based antlion-inspired optimizers with orthogonal learning scheme. Engineering with Computers, 2020.
Wei Y, Lv H, Chen M, Wang M, Heidari A A, Chen H(通讯), Li C. Predicting Entrepreneurial Intention of Students: An Extreme Learning Machine with Gaussian Barebone Harris Hawks Optimizer. IEEE Access, 2020, 8: 76841-76855.
Wang M, Heidari A A, Chen M, Chen H(通讯), Zhao X, Cai X. Exploratory Differential Ant Lion-based Optimization. Expert Systems with Applications, 2020, 159: 113548.
Yang Y, Chen H(通讯), Li S, Heidari A A, Wang M. Orthogonal Learning Harmonizing Mutation-based Fruit Fly-inspired Optimizers. Applied Mathematical Modelling, 2020, 86: 368-383.
Fan Y, Wang P, Heidari A A, Wang M, Zhao X, Chen H(通讯), Li C. Boosted Hunting-based Fruit Fly Optimization and Advances in Real-world Problems. Expert Systems with Applications, 2020, 159: 113502.
Zhang Y, Liu R, Wang X, Chen H(通讯), Li C. Boosted binary Harris hawks optimizer and feature selection. Engineering with Computers, 2020.
Jiao S, Chong G, Huang C, Hu H, Wang M, Heidari A A, Chen H(通讯), Zhao X. Orthogonally adapted Harris Hawk Optimization for parameter estimation of photovoltaic models. Energy, 2020, 203: 117804.
Yu C, Heidari A A, Chen H(通讯). A Quantum-behaved Simulated Annealing Enhanced Moth-flame Optimization Method. Applied Mathematical Modelling, 2020, 87: 1-19.
Fan Y, Wang P, Heidari A A, Wang M, Zhao X, Chen H(通讯), Li C. Rationalized Fruit Fly Optimization with Sine Cosine Algorithm: A Comprehensive Analysis. Expert Systems with Applications, 2020, 157: 113486.
Chen H, Heidari A A, Chen H(通讯), Wang M, Pan Z and Gandomi A H. Multi-population differential evolution-assisted Harris hawks optimization: Framework and case studies. Future Generation Computer Systems, 2020, 111: 175-198.
Zhu W, Ma C, Zhao X, Wang M, Heidari A A, Chen H(通讯), Li C. Evaluation of Sino Foreign Cooperative Education Project Using Orthogonal Sine Cosine Optimized Kernel Extreme Learning Machine. IEEE Access, 2020, 8: 61107-61123.
Huang H, Feng X, Heidari A A, Xu Y, Wang M, Liang G, Chen H(通讯), Cai X. Rationalized Sine Cosine Optimization with Efficient Searching Patterns. IEEE Access, 2020, 8: 61471-61490.
Zhang H, Heidari A A, Wang M, Zhang L, Chen H(通讯), Li C. Orthogonal Nelder-Mead moth flame method for parameters identification of photovoltaic modules. Energy Conversion and Management, 2020, 211: 112764.
Li S, Chen H(通讯), Wang M, Heidari A A, Mirjalili S. Slime mould algorithm: A new method for stochastic optimization. Future Generation Computer Systems, 2020, 111: 300-323.
Ridha H M, Heidari A A, Wang M, Chen H(通讯). Boosted mutation-based Harris hawks optimizer for parameters identification of single-diode solar cell models. Energy Conversion and Management, 2020, 209: 112660.
Liu G, Jia W, Wang M, Heidari A A, Chen H(通讯), Luo Y, Li C. Predicting Cervical Hyperextension Injury: A Covariance Guided Sine Cosine Support Vector Machine. IEEE Access, 2020, 8: 46895-46908.
Abbassi A, Abbassi R, Heidari A A, Oliva D, Chen H(通讯), Habib A, Jemli M, Wang M. Parameters identification of photovoltaic cell models using enhanced exploratory salp chains-based approach. Energy, 2020, 198: 117333.
Xu Z, Hu Z, Heidari A A, Wang M, Zhao X, Chen H, Cai X. Orthogonally-designed adapted grasshopper optimization: A comprehensive analysis. Expert Systems with Applications, 2020, 150: 113282.
Tang H, Xu Y, Lin A, Heidari A A, Wang M, Chen H(通讯), Luo Y, Li C. Predicting Green Consumption Behaviors of Students using Efficient Firefly Grey Wolf-assisted K-Nearest Neighbor Classifiers. IEEE Access, 2020, 8: 35546-35562.
Chen H, Zhang Q, Luo J, Xu Y, Zhang X. An enhanced Bacterial Foraging Optimization and its application for training kernel extreme learning machine. Applied Soft Computing, 2020, 86: 105884.
Chen H, Wang M, Zhao X. A multi-strategy enhanced sine cosine algorithm for global optimization and constrained practical engineering problems. Applied Mathematics and Computation, 2020, 369: 124872.
Chen H, Li S, Asghar Heidari A, Wang P, Li J, Yang Y, Wang M, Huang C. Efficient Multi-population Outpost Fruit Fly-driven Optimizers: Framework and Advances in Support Vector Machines. Expert Systems with Applications, 2020, 142: 112999.
Chen H, Jiao S, Wang M, Heidari A A, Zhao X. Parameters identification of photovoltaic cells and modules using diversification-enriched Harris hawks optimization with chaotic drifts. Journal of Cleaner Production, 2020, 244: 118778.
Wang, M. and Chen H(通讯). Chaotic multi-swarm whale optimizer boosted support vector machine for medical diagnosis. Applied Soft Computing, 2020, 88: 105946.
Chen H, Heidari A A, Zhao X-H, Zhang L-J, Chen H-L(通讯). Advanced Orthogonal Learning-Driven Multi-Swarm Sine Cosine Optimization: Framework and Case Studies. Expert Systems with Applications, 2020, 144: 113113.
Zhang X, Xu Y, Yu C, Heidari A A, Li S, Chen H(通讯), Li C. Gaussian mutational chaotic fruit fly-built optimization and feature selection. Expert Systems with Applications, 2020, 141: 112976.
Chen H, Yang C, Heidari A A, Zhao X. An Efficient Double Adaptive Random Spare Reinforced Whale Optimization Algorithm. Expert Systems with Applications, 2020, 154: 113018.

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2019年

Wen C, Lin F, Huang B, Zhang Z, Wang X, Ma J, Lin G, Chen H(通讯), Hu L. Metabolomics Analysis in Acute Paraquat Poisoning Patients Based on UPLC-Q-TOF-MS and Machine Learning Approach. Chem Res Toxicol, 2019, 32(4): 629-637.
Yu H, Zhao N, Wang P, Chen H(通讯), Li C. Chaos-enhanced synchronized bat optimizer. Applied Mathematical Modelling, 2019, 77: 1201-1215.
Luo J, Chen H, Hu Z, Huang H, Wang P, Wang X, Lv X, Wen C. A New Kernel Extreme Learning Machine Framework for Somatization Disorder Diagnosis. IEEE Access, 2019, 7: 45512-45525.
Yueting Xu, Keting Yu, Pengjun Wang, Huiling Chen(通讯), Xuehua Zhao, Jiayin Zhu. A new hybrid machine learning approach for prediction of phenanthrene toxicity on mice. IEEE Access, 2019, 7: 138461-138472.
Chen H, Jiao S, Heidari A A, Wang M, Chen X, Zhao X. An opposition-based sine cosine approach with local search for parameter estimation of photovoltaic models. Energy Conversion and Management, 2019, 195: 927-942.
Cai Z, Gu J, Luo J, Zhang Q, Chen H(通讯), Pan Z, Li Y, Li C. Evolving an Optimal Kernel Extreme Learning Machine by Using an Enhanced Grey Wolf Optimization Strategy. Expert Systems with Applications, 2019, 138: 112814.
Lin A, Wu Q, Heidari A A, Xu Y, Chen H(通讯), Geng W, li Y, Li C. Predicting Intentions of Students for Master Programs Using a Chaos-Induced Sine Cosine-Based Fuzzy K-Nearest Neighbor Classifier. IEEE Access, 2019, 7: 67235-67248.
Huang H, Feng X a, Zhou S, Jiang J, Chen H(通讯), Li Y, Li C. A new fruit fly optimization algorithm enhanced support vector machine for diagnosis of breast cancer based on high-level features. BMC Bioinformatics, 2019, 20(8): 290.
Xu Y, Chen H(通讯), Luo J, Zhang Q, Jiao S, Zhang X. Enhanced Moth-flame optimizer with mutation strategy for global optimization. Information Sciences, 2019, 492: 181-203.
Tu J, Lin A, Chen H(通讯), Li Y, Li C. Predict the Entrepreneurial Intention of Fresh Graduate Students Based on an Adaptive Support Vector Machine Framework. Mathematical Problems in Engineering, 2019, 2019: 1-16.
Zhang Q, Huiling Chen(通讯), Heidari A A, Zhao X, Xu Y, Wang P, Li Y, Li C. Chaos-Induced and Mutation-Driven Schemes Boosting Salp Chains-Inspired Optimizers. IEEE ACCESS, 2019, 7: 31243-31261.
Xu Y, Huiling Chen(通讯), Heidari A A, Luo J, Zhang Q, Zhao X, Li C. An efficient chaotic mutative moth-flame-inspired optimizer for global optimization tasks. Expert Systems with Applications, 2019, 129: 135-155.
Luo J, Huiling Chen(通讯), Heidari A A, Xu Y, Zhang Q, Li C. Multi-strategy Boosted Mutative Whale-inspired Optimization Approaches. Applied Mathematical Modelling, 2019, 73: 109-123.
Heidari A A, Mirjalili S, Faris H, Aljarah I, Mafarja M, Huiling Chen(通讯). Harris hawks optimization: Algorithm and applications. Future Generation Computer System, 2019, 97: 849-872.
Huiling Chen, Xu Y, Wang M, Zhao X. A balanced whale optimization algorithm for constrained engineering design problems. Applied Mathematical Modelling, 2019, 71: 45-59.
Zhao X, Zhang X, Cai Z, Tian X, Wang X, Huang Y, Chen H(通讯), Hu L. Chaos enhanced grey wolf optimization wrapped ELM for diagnosis of paraquat-poisoned patients. Computational Biology and Chemistry, 2019, 78: 481-490.

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2018年

Luo J, Chen H(通讯), Zhang Q, Xu Y, Huang H, Zhao X. An improved grasshopper optimization algorithm with application to financial stress prediction. Applied Mathematical Modelling, 2018, 64: 654-668.
Zhao X, Liu X, Chen H(通讯). Network modelling and variational Bayesian inference for structure analysis of signed networks. Applied Mathematical Modelling, 2018, 61: 237-254.
Li C, Hou L, Sharma B, Li H, Chen C, Li Y, Zhao X, Huang H, Cai Z, Chen H(通讯). Developing a new intelligent system for the diagnosis of tuberculous pleural effusion. Computer Methods & Programs in Biomedicine, 2018, 153: 211-225.
Zhu J, Zhu F, Huang S, Chen H(通讯), Zhao X, Zhang S. A New Evolutionary Machine Learning Approach to Identify the Pyrene Induced Rat Hepatotoxicity and Renal Dysfunction. IEEE Access, 2018, 7: 15320-15329.
Zhu J, Zhao X, Li H, Chen H(通讯), Wu G. An Effective Machine Learning Approach for Identifying the Glyphosate Poisoning Status in Rats Using Blood Routine Test. IEEE Access, 2018, 6: 15653-15662.
Xu J, Zhang X, Chen H(通讯), Li J, Zhang J, Shao L, Wang G. Automatic Analysis of Microaneurysms Turnover to Diagnose the Progression of Diabetic Retinopathy. IEEE Access, 2018, 6: 9632-9642.
Wang X, Wang Z, Weng J, Wen C, Chen H(通讯), Wang X. A New Effective Machine Learning Framework for Sepsis Diagnosis. IEEE Access, 2018, 6: 48300-48310.
Zhang Q, Chen H(通讯), Luo J, Xu Y, Wu C, Li C. Chaos enhanced bacterial foraging optimization for global optimization. IEEE Access, 2018, 6: 64905-64919.
Cai Z, Gu J, Wen C, Zhao D, Huang C, Huang H, Tong C, Li J, Chen H(通讯). An Intelligent Parkinsons' Disease Diagnostic System Based on a Chaotic Bacterial Foraging Optimization Enhanced Fuzzy KNN Approach. Computational and Mathematical Methods in Medicine, 2018, 2018: 24.

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2017年

Wang M, Chen H(通讯), Yang B, Zhao X, Hu L, Cai Z, Huang H, Tong C. Toward an optimal kernel extreme learning machine using a chaotic moth-flame optimization strategy with applications in medical diagnoses. Neurocomputing, 2017, 267: 69-84.
Zhao D, Huang C, Wei Y, Yu F, Wang M, Chen H(通讯). An Effective Computational Model for Bankruptcy Prediction Using Kernel Extreme Learning Machine Approach. Computational Economics, 2017, 49(2): 325-341.
Wei Y, Ni N, Liu D, Chen H(通讯), Wang M, Li Q, Cui X, Ye H. An Improved Grey Wolf Optimization Strategy Enhanced SVM and Its Application in Predicting the Second Major. Mathematical Problems in Engineering, 2017, 2017: 1-12.
Wang M, Chen H(通讯), Li H, Cai Z, Zhao X, Tong C, Li J, Xu X. Grey wolf optimization evolving kernel extreme learning machine: Application to bankruptcy prediction. Engineering Applications of Artificial Intelligence, 2017, 63: 54-68.
Chen H, Hu L, Li H, Hong G, Zhang T, Ma J, Lu Z. An Effective Machine Learning Approach for Prognosis of Paraquat Poisoning Patients Using Blood Routine Indexes. Basic & clinical pharmacology & toxicology, 2017, 120(1): 86-96.
Xia J, Chen H(通讯), Li Q, Zhou M, Chen L, Cai Z, Fang Y, Zhou H. Ultrasound-based differentiation of malignant and benign thyroid Nodules: An extreme learning machine approach. Computer Methods and Programs in Biomedicine, 2017, 147: 37-49.
Li Q, Chen H(通讯), Huang H, Zhao X, Cai Z, Tong C, Liu W, Tian X. An Enhanced Grey Wolf Optimization Based Feature Selection Wrapped Kernel Extreme Learning Machine for Medical Diagnosis. Computational and Mathematical Methods in Medicine, 2017, 2017: 15.
Hu L, Lin F, Li H, Tong C, Pan Z, Li J, Chen H(通讯). An intelligent prognostic system for analyzing patients with paraquat poisoning using arterial blood gas indexes. Journal of Pharmacological and Toxicological Methods, 2017, 84: 78-85.
Hu L, Li H, Cai Z, Lin F, Hong G, Chen H(通讯), Lu Z. A new machine-learning method to prognosticate paraquat poisoned patients by combining coagulation, liver, and kidney indices. Plos One, 2017, 12(10): e0186427.
Cai Z, Gu J, Chen HL(通讯). A New Hybrid Intelligent Framework for Predicting Parkinson's Disease. IEEE Access , 2017, 5: 17188-17200.

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2016年

Zhao X, Li D, Yang B, Liu S, Pan Z, Chen H(通讯). An Efficient and Effective Automatic Recognition System for Online Recognition of Foreign Fibers in Cotton. IEEE Access, 2016, 4: 8465-8475.
Chen H-L, Wang G, Ma C, Cai Z-N, Liu W-B, Wang S-J. An efficient hybrid kernel extreme learning machine approach for early diagnosis of Parkinson's disease. Neurocomputing, 2016, 184: 131-144.
Shen L, Chen H(通讯), Yu Z, Kang W, Zhang B, Li H, Yang B, Liu D. Evolving support vector machines using fruit fly optimization for medical data classification. Knowledge-Based Systems, 2016, 96: 61-75.

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2015年

Chen X, Liu K, Cai J, Zhu D, Chen H(通讯). Identification of heavy metal-contaminated Tegillarca granosa using infrared spectroscopy. Analytical Methods, 2015, 7(5): 2172-2181.
Chen H, Yang B, Liu D, Liu W, Liu Y, Zhang X, Hu L. Using blood indexes to predict overweight statuses: an extreme learning machine-based approach. PloS one, 2015, 10(11): e0143003.
Lufeng Hu, G Hong, Jianshe Ma, Xianqin Wang, Huiling Chen(通讯). An Efficient Machine Learning Approach for Diagnosis of Paraquat-Poisoned Patients. Computers in Biology and Medicine, 2015, 59: 116-124.
Liu T, Hu L, Ma C, Wang Z-Y, Chen H-L(通讯). A fast approach for detection of erythemato-squamous diseases based on extreme learning machine with maximum relevance minimum redundancy feature selection. International Journal of Systems Science, 2015, 46(5): 919-931.

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2014年

Chen H-L, Yang B, Wang S-J, Wang G, zhong Li H, bin Liu W. Towards an optimal support vector machine classifier using a parallel particle swarm optimization strategy. Applied Mathematics and Computation, 2014, 239: 180-197.
Xu X, Chen H-L(通讯). Adaptive computational chemotaxis based on field in bacterial foraging optimization. Soft Computing, 2014, 18(4): 797-807.

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2013年

Chen H-L, Huang C-C, Yu X-G, Xu X, Sun X, Wang G, Wang S-J. An efficient diagnosis system for detection of Parkinson's disease using fuzzy k-nearest neighbor approach. Expert Systems with Applications, 2013, 40(1): 263-271.
Zuo W-L, Wang Z-Y, Liu T, Chen H-L(通讯). Effective detection of Parkinson's disease using an adaptive fuzzy k-nearest neighbor approach. Biomedical Signal Processing and Control, 2013, 8(4): 364-373.
Wang G, Zhang W-Y, Ning Q, Chen H-L(通讯). A novel framework based on ACO and PSO for RNA secondary structure prediction. Mathematical Problems in Engineering, 2013, 2013: 1-8.

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2012年

Chen H-L, Yang B, Wang G, Wang S-J, Liu J, Liu D-Y. Support Vector Machine Based Diagnostic System for Breast Cancer Using Swarm Intelligence. Journal of Medical Systems, 2012, 36(4): 2505-2519.
Chen H-L, Yang B, Wang G, Liu J, Chen Y-D, Liu D-Y. A Three-Stage Expert System Based on Support Vector Machines for Thyroid Disease Diagnosis. Journal of Medical Systems, 2012, 36(3): 1953-1963.

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2011年

Chen H-L, Yang B, Wang G, Liu J, Xu X, Wang S-J, Liu D-Y. A novel bankruptcy prediction model based on an adaptive fuzzy k-nearest neighbor method. Knowledge-Based Systems, 2011, 24(8): 1348-1359.
Chen H-L, Yang B, Liu J, Liu D-Y. A support vector machine classifier with rough set-based feature selection for breast cancer diagnosis. Expert Systems with Applications, 2011, 38(7): 9014-9022.
Chen H-L, Liu D-Y, Yang B, Liu J, Wang G. A new hybrid method based on local fisher discriminant analysis and support vector machines for hepatitis disease diagnosis. Expert Systems with Applications, 2011, 38(9): 11796-11803.

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