A comprehensive meta-analysis of emerging swarm intelligent computing techniques and their research trend by Preeti Monga, Manik Sharma, Sanjeev Kumar Sharma

“…This study presents an extensive analysis of ten emerging swarm intelligence metaheuristic techniques, namely Emperor Penguins Colony (EPC), Harris Hawks Optimizer (HHO), Butterfly Optimization Algorithm (BOA), Spotted Hyena Optimizer (SHO), Crow search algorithm (CSA), Whale optimization algorithm (WOA), Red Deer Algorithm (RDA), Ant Lion Optimizer (ALO), Dragonfly Algorithm (DA) and Grey wolf optimization (GWO). …”
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Study of flow stress in Mg-Gd-Y-Nd-Zr alloys based on IWOA-BPNN model by Haoze Qin, Shuang Kang, Wanru Tang, Zheng Liu

“…A modified Johnson-Cook (JC) constitutive model and a backpropagation neural network (BPNN) model based on the improved whale optimization algorithm (IWOA) are established. …”
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An Ice-Penetrating Signal Denoising Method Based on WOA-VMD-BD by Danping Lu, Shaoxiang Shen, Yuxi Li, Bo Zhao, Xiaojun Liu, Guangyou Fang

“…This paper proposes a denoising method for ice-penetrating signals based on the combination of whale optimization algorithm (WOA), variational mode decomposition (VMD), and the improved Bhattacharyya distance (BD). …”
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Effectiveness of antipsychotics used in first-episode psychosis: a naturalistic cohort study by Richard Whale, Michael Harris, Gail Kavanagh, Vijitha Wickramasinghe, Christopher I. Jones, Steven Marwaha, Ketan Jethwa, Nirmalan Ayadurai, Andrew Thompson

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Numerical Study of Geometrical Properties of Full-Span Tubercle Leading Edge Wing at Post-Stall Condition by A. Nikkhoo, A. Esmaeili

“…In order to upsurge the maneuverability of micro aerial vehicles, a tubercle leading edge inspired by the whale flipper was applied as a passive stall control method. …”
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Risk prediction of coal and gas outburst by LI Yan, NAN Xinyuan, LIN Wanke

“…The simulation results show that compared with the prediction methods based on whale optimization algorithm-SVM ( WOA-SVM), grey wolf optimizer-SVM ( GWO-SVM) and particle swarm optimization-SVM ( PSO-SVM), the prediction method based on IGWO-SVM has higher prediction precision, and can meet the precision and reliability requirements of coal and gas outburst prediction while improving the operation efficiency of SVM. …”
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A Systematic Review of Energy Management Strategies for Resource Allocation in the Cloud: Clustering, Optimization and Machine Learning by Stanly Jayaprakash, Manikanda Devarajan Nagarajan, Rocío Pérez de Prado, Sugumaran Subramanian, Parameshachari Bidare Divakarachari

“…Also, we discuss how optimization methods such as the firefly algorithm, whale optimization algorithm (WOA), particle swarm optimization (PSO) and genetic algorithm (GA) provide the highest performance in the field. …”
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Mapping Landslide Sensitivity Based on Machine Learning: A Case Study in Ankang City, Shaanxi Province, China by Baoxin Zhao, Jingzhong Zhu, Youbiao Hu, Qimeng Liu, Yu Liu

“…The main purpose of this research is to apply the logistic regression (LR) model, the support vector machine (SVM) model based on radial basis function, the random forest (RF) model, and the coupled model of the whale optimization algorithm (WOA) and genetic algorithm (GA) with RF, to make landslide susceptibility mapping for the Ankang City of Shaanxi Province, China. …”
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Grey Wolf Optimization algorithm based on Cauchy-Gaussian mutation and improved search strategy by Kewen Li, Shaohui Li, Zongchao Huang, Min Zhang, Zhifeng Xu

“…Experimental results show that compared with four classic optimization algorithms, particle swarm optimization algorithm (PSO), whale optimization algorithm (WOA), sparrow optimization algorithm (SSA), and farmland fertility algorithm (FFA), the CG-GWO algorithm shows better convergence accuracy, convergence speed, and global search ability. …”
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Artificial Intelligence-Driven Eye Disease Classification Model by Abdul Rahaman Wahab Sait

“…The single-shot detection (SSD) approach generates the key features. The whale optimization algorithm (WOA) with Levy Flight and Wavelet search strategy is followed for selecting the features. …”
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Machine learning approaches for the mortality risk assessment of patients undergoing hemodialysis by Cheng-Hong Yang, Yin-Syuan Chen, Sin-Hua Moi, Jin-Bor Chen, Lin Wang, Li-Yeh Chuang

“…Taken together, this study performed full-adjusted-Cox proportional hazards (CoxPH), stepwise-CoxPH, random survival forest (RSF)-CoxPH, and whale optimization algorithm (WOA)-CoxPH model for the all-cause mortality risk assessment in HD patients. …”
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Assisting 10-week CLIL enrichment program for Islamic-affiliated primary school students by K. Khoiriyah, Rafika Rabba Farah, Puji Sumarsono

“…Also, the content was designed by integrating Islamic elements, the topics were animals mentioned in the Quran such as camel, whale, bird, donkey, and crow. At the end of the session, this activity gained a positive response from students, the content teacher, the homeroom teacher, and the school principal. …”
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Pose-gait analysis for cetacean biologging tag data. by Ding Zhang, Kari Goodbar, Nicole West, Veronique Lesage, Susan E Parks, David N Wiley, Kira Barton, K Alex Shorter

“…Tag data from humpback and beluga whales were then used to demonstrate how the gait analysis can be used to enhance tag-based investigations of movement and behavior. …”
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Temporal and Spatial Variations of Bacterial and Faunal Communities Associated with Deep-Sea Wood Falls. by Petra Pop Ristova, Christina Bienhold, Frank Wenzhöfer, Pamela E Rossel, Antje Boetius

“…Sinking of large organic food falls i.e. kelp, wood and whale carcasses to the oligotrophic deep-sea floor promotes the establishment of locally highly productive and diverse ecosystems, often with specifically adapted benthic communities. …”
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Modeling and Hybrid PSO-WOA-Based Intelligent PID and State-Feedback Control for Ball and Beam Systems by Nur Syazreen Ahmad

“…The work introduces a novel intelligent control approach, termed hybrid PSO-WOA, which combines Particle Swarm Optimization (PSO) and Whale Optimization Algorithm (WOA) to automate optimal parameter search for proportional-integral-derivative (PID) and state feedback (SF) controllers. …”
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Fault Diagnosis of Ship Ballast Water System Based on Support Vector Machine Optimized by Improved Sparrow Search Algorithm by Manqi Wang, Hui Cao, Zeren Ai, Qi Zhang

“…The experimental results show that compared with sparrow search algorithm (SSA), particle swarm optimization algorithm (PSO), genetic Algorithm (GA), whale optimization algorithm (WOA), and grey wolf optimization algorithm (GWO), ISSA can obtain better optimal solutions at the fastest convergence rate on the benchmark test function. …”
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Meals on Wheels? A Decade of Megafaunal Visual and Acoustic Observations from Offshore Oil & Gas Rigs and Platforms in the North and Irish Seas. by Victoria Louise Georgia Todd, Jane Clare Warley, Jane Clare Warley, Ian Boyer Todd

“…Species included: harbour porpoise (Phocoena phocoena), Atlantic white-sided dolphin (Lagenorhynchus acutus), white beaked dolphin (Lagenorhynchus albirostris), common dolphin (Delphinus delphis), minke whale (Balaenoptera acutorostrata), common seal (Phoca vitulina), grey seal (Halichoerus grypus) and, basking shark (Cetorhinus maximus). …”
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Four new species of Ctenodrilus, Raphidrilus, and Raricirrus (Cirratuliformia, Annelida) in Japanese waters, with notes on their phylogenetic position by Naoto Jimi, Shinta Fujimoto, Yoshihiro Fujiwara, Kohei Oguchi, Toru Miura

“…Raricirrus anubis sp. nov. inhabits whale bones and can be distinguished from other congeners by the following features: (i) presence of a heart body in chaetigers 9–14, (ii) presence of capillary neurochaetae on chaetiger 1, and (iii) presence of simple curved spines. …”
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A Hybrid HHO-AVOA for Path Planning of a Differential Wheeled Mobile Robot in Static and Dynamic Environments by Anbalagan Loganathan, Nur Syazreen Ahmad

“…To evaluate its efficiency, the proposed approach is compared against HHO and AVOA as well as other established methods which include whale optimization, grey wolf optimization and sine-cosine algorithms. …”
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An innovative decision making method for air quality monitoring based on big data-assisted artificial intelligence technique by Leiming Fu, Junlong Li, Yifei Chen

“…In addition, a combined model of air quality forecasting based on machine learning is proposed to resolve real air quality monitoring challenges in environmental protection, namely, the improved complete ensemble empirical mode decomposition with adaptive noise-whale optimization algorithm-extreme learning machine (ICEEMDAN-WOA-ELM). …”
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