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Zhang M, Wu Q, Chen H, Heidari AA, Cai Z, Li J, Md Abdelrahim E, Mansour RF. Whale optimization with random contraction and Rosenbrock method for COVID-19 disease prediction. Biomed Signal Process Control 2023;83:104638. [PMID: 36741073 DOI: 10.1016/j.bspc.2023.104638] [Reference Citation Analysis]
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Wang M, Chen L, Heidari AA, Chen H. Fireworks explosion boosted Harris Hawks optimization for numerical optimization: Case of classifying the severity of COVID-19. Front Neuroinform 2022;16:1055241. [PMID: 36760338 DOI: 10.3389/fninf.2022.1055241] [Reference Citation Analysis]
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Li Y, Zhao D, Xu Z, Heidari AA, Chen H, 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. Front Neuroinform 2022;16:1063048. [PMID: 36726405 DOI: 10.3389/fninf.2022.1063048] [Reference Citation Analysis]
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Chen L, Song N, Ma Y. Harris hawks optimization based on global cross-variation and tent mapping. J Supercomput 2023;79:5576-614. [PMID: 36310649 DOI: 10.1007/s11227-022-04869-7] [Reference Citation Analysis]
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Ghasemi M, Mohammadi SK, Zare M, Mirjalili S, Gil M, Hemmati R. A new firefly algorithm with improved global exploration and convergence with application to engineering optimization. Decision Analytics Journal 2022;5:100125. [DOI: 10.1016/j.dajour.2022.100125] [Reference Citation Analysis]
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Dai Q, Liu J, Yang J. Class-imbalanced positive instances augmentation via three-line hybrid. Knowledge-Based Systems 2022;257:109902. [DOI: 10.1016/j.knosys.2022.109902] [Reference Citation Analysis]
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Abualigah L, Diabat A, Zitar RA. Orthogonal Learning Rosenbrock’s Direct Rotation with the Gazelle Optimization Algorithm for Global Optimization. Mathematics 2022;10:4509. [DOI: 10.3390/math10234509] [Reference Citation Analysis]
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Zhang Q, Huang A, Shao L, Wu P, Heidari AA, Cai Z, Liang G, Chen H, Alotaibi FS, 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. [DOI: 10.1016/j.jocs.2022.101871] [Reference Citation Analysis]
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Lin C, Wang P, Zhao X, Chen H. Double Mutational Salp Swarm Algorithm: From Optimal Performance Design to Analysis. J Bionic Eng. [DOI: 10.1007/s42235-022-00262-5] [Reference Citation Analysis]
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Xu B, Heidari AA, Zhang S, Chen H, Shao Q. Extremal Nelder–Mead colony predation algorithm for parameter estimation of solar photovoltaic models. Energy Science & Engineering. [DOI: 10.1002/ese3.1273] [Reference Citation Analysis]
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Gezici H, Livatyali H. An improved Harris Hawks Optimization algorithm for continuous and discrete optimization problems. Engineering Applications of Artificial Intelligence 2022;113:104952. [DOI: 10.1016/j.engappai.2022.104952] [Cited by in Crossref: 1] [Cited by in F6Publishing: 1] [Article Influence: 1.0] [Reference Citation Analysis]
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Zhou W, Wang P, Asghar Heidari A, Zhao X, Chen H. Spiral Gaussian Mutation Sine Cosine Algorithm: Framework and Comprehensive Performance Optimization. Expert Systems with Applications 2022. [DOI: 10.1016/j.eswa.2022.118372] [Cited by in Crossref: 2] [Cited by in F6Publishing: 2] [Article Influence: 2.0] [Reference Citation Analysis]
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Zhang L, Fu Y, Wei Y, Chen H, Xia C, Cai Z. Predicting Entrepreneurial Intention of Students: Kernel Extreme Learning Machine with Boosted Crow Search Algorithm. Applied Sciences 2022;12:6907. [DOI: 10.3390/app12146907] [Reference Citation Analysis]
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Hussien AG, Abualigah L, Abu Zitar R, Hashim FA, Amin M, Saber A, Almotairi KH, Gandomi AH. Recent Advances in Harris Hawks Optimization: A Comparative Study and Applications. Electronics 2022;11:1919. [DOI: 10.3390/electronics11121919] [Cited by in Crossref: 16] [Cited by in F6Publishing: 14] [Article Influence: 16.0] [Reference Citation Analysis]
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Dokeroglu T, Sevinc E. An island parallel Harris hawks optimization algorithm. Neural Comput & Applic. [DOI: 10.1007/s00521-022-07367-2] [Reference Citation Analysis]
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Luo Z, Jin S, Li Z, Huang H, Xiao L, Chen H, Heidari AA, Hu J, Chen C, Chen P, Hu Z. Hierarchical Harris hawks optimization for epileptic seizure classification. Computers in Biology and Medicine 2022;145:105397. [DOI: 10.1016/j.compbiomed.2022.105397] [Cited by in Crossref: 4] [Cited by in F6Publishing: 2] [Article Influence: 4.0] [Reference Citation Analysis]
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Wang Z, Liang G, Chen H. Tool for Predicting College Student Career Decisions: An Enhanced Support Vector Machine Framework. Applied Sciences 2022;12:4776. [DOI: 10.3390/app12094776] [Cited by in Crossref: 2] [Cited by in F6Publishing: 2] [Article Influence: 2.0] [Reference Citation Analysis]
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Xu B, Heidari AA, Kuang F, Zhang S, Chen H, Cai Z. Quantum Nelder‐Mead Hunger Games Search for optimizing photovoltaic solar cells. Intl J of Energy Research. [DOI: 10.1002/er.8011] [Cited by in Crossref: 4] [Cited by in F6Publishing: 3] [Article Influence: 4.0] [Reference Citation Analysis]
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Ramachandran M, Mirjalili S, Nazari-heris M, Parvathysankar DS, Sundaram A, Charles Gnanakkan CAR. A hybrid Grasshopper Optimization Algorithm and Harris Hawks Optimizer for Combined Heat and Power Economic Dispatch problem. Engineering Applications of Artificial Intelligence 2022;111:104753. [DOI: 10.1016/j.engappai.2022.104753] [Cited by in Crossref: 11] [Cited by in F6Publishing: 11] [Article Influence: 11.0] [Reference Citation Analysis]
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Hu M, Hu X, Deng Z, Tu B. Fault Diagnosis of Tennessee Eastman Process with XGB-AVSSA-KELM Algorithm. Energies 2022;15:3198. [DOI: 10.3390/en15093198] [Cited by in Crossref: 2] [Cited by in F6Publishing: 2] [Article Influence: 2.0] [Reference Citation Analysis]
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Yu S, Chen Z, Heidari AA, Zhou W, Chen H, Xiao L. Parameter identification of photovoltaic models using a sine cosine differential gradient based optimizer. IET Renewable Power Gen. [DOI: 10.1049/rpg2.12451] [Cited by in Crossref: 4] [Cited by in F6Publishing: 5] [Article Influence: 4.0] [Reference Citation Analysis]
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Yi L, Jiang G, Zhang G, Yu W, Guo Y, Sun T. A Fault Diagnosis Method of Oil-Immersed Transformer Based on Improved Harris Hawks Optimized Random Forest. J Electr Eng Technol 2022;17:2527-40. [DOI: 10.1007/s42835-022-01036-z] [Reference Citation Analysis]
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Song S, Wang P, Heidari AA, Zhao X, Chen H. Adaptive Harris hawks optimization with persistent trigonometric differences for photovoltaic model parameter extraction. Engineering Applications of Artificial Intelligence 2022;109:104608. [DOI: 10.1016/j.engappai.2021.104608] [Cited by in Crossref: 14] [Cited by in F6Publishing: 14] [Article Influence: 14.0] [Reference Citation Analysis]
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Liu Q, Liu M, Wang F, Xiao W. A dynamic stochastic search algorithm for high-dimensional optimization problems and its application to feature selection. Knowledge-Based Systems 2022. [DOI: 10.1016/j.knosys.2022.108517] [Cited by in Crossref: 1] [Cited by in F6Publishing: 1] [Article Influence: 1.0] [Reference Citation Analysis]
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Yu S, Heidari AA, Liang G, Chen C, Chen H, Shao Q. Solar photovoltaic model parameter estimation based on orthogonally-adapted gradient-based optimization. Optik 2022;252:168513. [DOI: 10.1016/j.ijleo.2021.168513] [Cited by in Crossref: 8] [Cited by in F6Publishing: 4] [Article Influence: 8.0] [Reference Citation Analysis]
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Xia J, Zhang H, Li R, Wang Z, Cai Z, Gu Z, Chen H, Pan Z. Adaptive Barebones Salp Swarm Algorithm with Quasi-oppositional Learning for Medical Diagnosis Systems: A Comprehensive Analysis. J Bionic Eng. [DOI: 10.1007/s42235-021-00114-8] [Cited by in Crossref: 4] [Cited by in F6Publishing: 2] [Article Influence: 4.0] [Reference Citation Analysis]
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Fan Y, Wang P, Heidari AA, Chen H, Hamzaturabieh, Mafarja M. Random reselection particle swarm optimization for optimal design of solar photovoltaic modules. Energy 2022;239:121865. [DOI: 10.1016/j.energy.2021.121865] [Cited by in Crossref: 28] [Cited by in F6Publishing: 28] [Article Influence: 28.0] [Reference Citation Analysis]
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Elgamal Z, Sabri AQM, Tubishat M, Tbaishat D, Makhadmeh SN, Alomari OA. Improved Reptile Search Optimization Algorithm Using Chaotic Map and Simulated Annealing for Feature Selection in Medical Field. IEEE Access 2022;10:51428-46. [DOI: 10.1109/access.2022.3174854] [Reference Citation Analysis]
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Jiao S, Wang C, Gao R, Li Y, Zhang Q. Harris Hawks Optimization with Multi-Strategy Search and Application. Symmetry 2021;13:2364. [DOI: 10.3390/sym13122364] [Cited by in Crossref: 4] [Cited by in F6Publishing: 4] [Article Influence: 2.0] [Reference Citation Analysis]
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Jangir P, Heidari AA, Chen H. Elitist non-dominated sorting Harris hawks optimization: Framework and developments for multi-objective problems. Expert Systems with Applications 2021;186:115747. [DOI: 10.1016/j.eswa.2021.115747] [Cited by in Crossref: 7] [Cited by in F6Publishing: 11] [Article Influence: 3.5] [Reference Citation Analysis]
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Dong R, Chen H, Heidari AA, 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. [DOI: 10.1016/j.knosys.2021.107529] [Cited by in Crossref: 19] [Cited by in F6Publishing: 27] [Article Influence: 9.5] [Reference Citation Analysis]
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Xu Y, Huang H, Heidari AA, Gui W, Ye X, Chen Y, Chen H, Pan Z. MFeature: Towards high performance evolutionary tools for feature selection. Expert Systems with Applications 2021;186:115655. [DOI: 10.1016/j.eswa.2021.115655] [Cited by in Crossref: 8] [Cited by in F6Publishing: 8] [Article Influence: 4.0] [Reference Citation Analysis]
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Naeijian M, Rahimnejad A, Ebrahimi SM, Pourmousa N, Gadsden SA. Parameter estimation of PV solar cells and modules using Whippy Harris Hawks Optimization Algorithm. Energy Reports 2021;7:4047-63. [DOI: 10.1016/j.egyr.2021.06.085] [Cited by in Crossref: 25] [Cited by in F6Publishing: 21] [Article Influence: 12.5] [Reference Citation Analysis]
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Zitouni F, Harous S, Belkeram A, Hammou LEB. The Archerfish Hunting Optimizer: A Novel Metaheuristic Algorithm for Global Optimization. Arab J Sci Eng. [DOI: 10.1007/s13369-021-06208-z] [Cited by in Crossref: 4] [Cited by in F6Publishing: 7] [Article Influence: 2.0] [Reference Citation Analysis]
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Liu L, Zhao D, Yu F, Heidari AA, Ru J, Chen H, Mafarja M, Turabieh H, Pan Z. Performance optimization of differential evolution with slime mould algorithm for multilevel breast cancer image segmentation. Comput Biol Med 2021;138:104910. [PMID: 34638022 DOI: 10.1016/j.compbiomed.2021.104910] [Cited by in Crossref: 23] [Cited by in F6Publishing: 30] [Article Influence: 11.5] [Reference Citation Analysis]
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Chen C, Wang X, Chen H, Wu C, Mafarja M, Turabieh H. Towards Precision Fertilization: Multi-Strategy Grey Wolf Optimizer Based Model Evaluation and Yield Estimation. Electronics 2021;10:2183. [DOI: 10.3390/electronics10182183] [Cited by in Crossref: 3] [Cited by in F6Publishing: 3] [Article Influence: 1.5] [Reference Citation Analysis]
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Weng X, Heidari AA, Liang G, Chen H, Ma X, Mafarja M, Turabieh H. Laplacian Nelder-Mead spherical evolution for parameter estimation of photovoltaic models. Energy Conversion and Management 2021;243:114223. [DOI: 10.1016/j.enconman.2021.114223] [Cited by in Crossref: 20] [Cited by in F6Publishing: 18] [Article Influence: 10.0] [Reference Citation Analysis]
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Chen C, Wang X, Wu C, Mafarja M, Turabieh H, Chen H. Soil Erosion Prediction Based on Moth-Flame Optimizer-Evolved Kernel Extreme Learning Machine. Electronics 2021;10:2115. [DOI: 10.3390/electronics10172115] [Cited by in Crossref: 1] [Cited by in F6Publishing: 1] [Article Influence: 0.5] [Reference Citation Analysis]
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Wang G, Gui W, Liang G, Zhao X, Wang M, Mafarja M, Turabieh H, Xin J, Chen H, Ma X, Sun Y. Spiral Motion Enhanced Elite Whale Optimizer for Global Tasks. Complexity 2021;2021:1-33. [DOI: 10.1155/2021/8130378] [Cited by in Crossref: 1] [Cited by in F6Publishing: 4] [Article Influence: 0.5] [Reference Citation Analysis]
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Zhao S, Wang P, Heidari AA, Zhao X, Ma C, Chen H. An enhanced Cauchy mutation grasshopper optimization with trigonometric substitution: engineering design and feature selection. Engineering with Computers. [DOI: 10.1007/s00366-021-01448-x] [Cited by in Crossref: 2] [Cited by in F6Publishing: 1] [Article Influence: 1.0] [Reference Citation Analysis]
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Zhao S, Wang P, Zhao X, Turabieh H, Mafarja M, Chen H. Elite dominance scheme ingrained adaptive salp swarm algorithm: a comprehensive study. Engineering with Computers. [DOI: 10.1007/s00366-021-01464-x] [Cited by in Crossref: 3] [Cited by in F6Publishing: 2] [Article Influence: 1.5] [Reference Citation Analysis]
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Xia J, Zhang H, Li R, Chen H, Turabieh H, Mafarja M, Pan Z. Generalized Oppositional Moth Flame Optimization with Crossover Strategy: An Approach for Medical Diagnosis. J Bionic Eng 2021;18:991-1010. [DOI: 10.1007/s42235-021-0068-1] [Cited by in Crossref: 5] [Cited by in F6Publishing: 4] [Article Influence: 2.5] [Reference Citation Analysis]
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Bac BH, Nguyen H, Thao NTT, Hanh VT, Duyen LT, Dung NT, Du NK, Hiep NH. Estimating heavy metals absorption efficiency in an aqueous solution using nanotube-type halloysite from weathered pegmatites and a novel Harris hawks optimization-based multiple layers perceptron neural network. Engineering with Computers. [DOI: 10.1007/s00366-021-01459-8] [Cited by in Crossref: 3] [Cited by in F6Publishing: 2] [Article Influence: 1.5] [Reference Citation Analysis]
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Tao H, Al-bedyry NK, Khedher KM, Shahid S, Yaseen ZM. River water level prediction in coastal catchment using hybridized relevance vector machine model with improved grasshopper optimization. Journal of Hydrology 2021;598:126477. [DOI: 10.1016/j.jhydrol.2021.126477] [Cited by in Crossref: 11] [Cited by in F6Publishing: 13] [Article Influence: 5.5] [Reference Citation Analysis]
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Wu S, Mao P, Li R, Cai Z, Heidari AA, Xia J, Chen H, Mafarja M, Turabieh H, Chen X. Evolving fuzzy k-nearest neighbors using an enhanced sine cosine algorithm: Case study of lupus nephritis. Comput Biol Med 2021;135:104582. [PMID: 34214940 DOI: 10.1016/j.compbiomed.2021.104582] [Cited by in Crossref: 15] [Cited by in F6Publishing: 17] [Article Influence: 7.5] [Reference Citation Analysis]
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Tu J, Chen H, Wang M, Gandomi AH. The Colony Predation Algorithm. J Bionic Eng 2021;18:674-710. [DOI: 10.1007/s42235-021-0050-y] [Cited by in Crossref: 133] [Cited by in F6Publishing: 107] [Article Influence: 66.5] [Reference Citation Analysis]
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Zhao S, Wang P, Heidari AA, Chen H, 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. Comput Biol Med 2021;134:104427. [PMID: 34020128 DOI: 10.1016/j.compbiomed.2021.104427] [Cited by in Crossref: 37] [Cited by in F6Publishing: 42] [Article Influence: 18.5] [Reference Citation Analysis]
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Liu F, Liu C, Zhao Q, He C. A Hybrid Teaching-Learning-Based Optimization Algorithm for the Travel Route Optimization Problem alongside the Urban Railway Line. Sustainability 2021;13:1408. [DOI: 10.3390/su13031408] [Cited by in Crossref: 3] [Cited by in F6Publishing: 3] [Article Influence: 1.5] [Reference Citation Analysis]
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Xu Z, Gui W, Heidari AA, Liang G, Chen H, Wu C, Turabieh H, Mafarja M. Spiral Motion Mode Embedded Grasshopper Optimization Algorithm: Design and Analysis. IEEE Access 2021;9:71104-32. [DOI: 10.1109/access.2021.3077616] [Cited by in Crossref: 4] [Cited by in F6Publishing: 4] [Article Influence: 2.0] [Reference Citation Analysis]
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