Advanced Machine Learning Methodology for Earthquake Magnitude Forecasting Using Comprehensive Seismic Data by Subhieh El-Salhi, Bashar Igried, Sari Awwad

“…Feature selection was performed using Genetic Algorithm, Particle Swarm Optimization, and Simulated Annealing, while ten machine learning models were implemented — ranging from Linear Regression and Decision Trees to Gradient Boosting, XGBoost, LightGBM, and Long Short-Term Memory (LSTM) networks. …”
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Evaluation of 3D-CRT Treatment Planning Techniques for Breast Cancer by Riyadh S. Agid, Fatiheea F. Hassan

“…In conclusion, the MC algorithm provides enhanced dose homogeneity and better target coverage quality, while the CC algorithm offers improved OAR protection. …”
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Multiple fixed-wing UAVs collaborative coverage 3D path planning method for complex areas by Mengyang Wang, Dong Zhang, Chaoyue Li, Zhaohua Zhang

“…This algorithm meticulously optimizes the operation, entry, and transition paths for each UAV, while also establishing evaluation metrics to refine coverage sequences for each area. …”
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A Method for Service Function Chain Migration Based on Server Failure Prediction in Mobile Edge Computing Environment by Joelle Kabdjou, Norihiko Shinomiya

“…For migration, the Improved Sparrow Search Algorithm (ISSA) is applied, factoring in CPU, memory, and server security thresholds to identify suitable migration servers for Virtual Network Functions (VNFs). …”
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A Security Posture Assessment of Industrial Control Systems Based on Evidential Reasoning and Belief Rule Base by Huishan Song, Yanbin Yuan, Yuhe Wang, Jianbai Yang, Hang Luo, Shiming Li

“…The model consolidates diverse information within ICS, enhancing the accuracy of assessments while addressing challenges such as uncertainty in ICS data. …”
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Optimize multi-objective transformation rules of water-sediment regulation for cascade reservoirs in the Lower Yellow River of China by Kunhui Hong, Aixing Ma, Wei Zhang, Mingxiong Cao

“…An innovative method (ESS-NSGA-II) is proposed, combining Efficient Search Space (ESS) with the Non-dominated Sorting Genetic Algorithm II (NSGA-II) to optimize cascade reservoirs operation. …”
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Efficient Frequency Management for Hybrid AC/DC Power Systems Based on an Optimized Fuzzy Cascaded PI−PD Controller by Awadh Ba Wazir, Sultan Alghamdi, Abdulraheem Alobaidi, Abdullah Ali Alhussainy, Ahmad H. Milyani

“…The SBOA-FCPIPD controller’s ITAE value is 0.5101, while sine cosine adopted an improved equilibrium optimization algorithm-based adaptive type 2 fuzzy PID controller and obtained 4.3142. …”
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Near real-time monitoring of carbon effects from continuous forest change in rapidly urbanizing region of China from 2000 to 2020 by Dou Zhang, Xiaojing Tang, Shuaizhi Lu, Xiaolei Geng, Zhaowu Yu, Yujing Xie, Si Peng, Xiangrong Wang

“…Urban and agricultural expansions accounted for 37% and 10% of carbon emissions, respectively, while the Grain for Green Project contributed to 45% of carbon uptakes. …”
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Leveraging Advanced Mathematical Methods in Artificial Intelligence to Explore Heterogeneity and Asymmetry in Cross-Border Travel Satisfaction by Yan Xu, Huajie Yang, Zibin Ye, Xiaobo Ma, Lei Tong, Xinyi Yu

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Optimizing deep belief network for concrete crack detection via a modified design of ideal gas molecular dynamics by Tan Qin, Gongxing Yan, Huaguo Jiang, Minqi Shen, Andrea Settanni

“…The present research concentrates on the development of crack diagnosis algorithms based on vision using an optimized version of Deep Neural Network (DNN). …”
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Sliding mode control for permanent magnet synchronous motor of sensor-less considering time-varying disturbance by LI Xiangfei, LIU Junqin, WANG Jian, ZHAO Kaihui, YIN Yang, ZOU Lihua

“…To solve the degradation in control performance of permanent magnet synchronous motors (PMSMs) due to uncertainties from parameter perturbation, as well as the problems arising from the speed sensor, such as high cost, demanding environmental requirements and deficient accuracy of estimation, this paper proposed an adaptive non-singular fast terminal sliding mode control strategy for PMSMs of sensor-less speed regulation based on the adaptive square root generalized high-order cubature Kalman filter (ASRGHCKF) algorithm. A mathematical model of PMSM was first established under parameter perturbation, and an adaptive non-singular fast terminal sliding mode control algorithm (ANFTSMC) was designed depending on the extended sliding mode disturbance observer (ESMDO). …”
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Fuzzy Optimized Attention Network with Multi-Instance Deep Learning (FOAN-MIDL) for Alzheimer’s Disease Diagnosis with Structural Magnetic Resonance Imaging (sMRI) by Afnan M. Alhassan, Nouf I. Altmami

“…<b>Results:</b> An attention technique to estimate the weight of every case is presented: the fuzzy salp swarm algorithm (FSSA). The swarming actions of salps in oceans serve as the inspiration for the FSSA. …”
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Multi-objective allocation optimization model for water resources from a coal mine in the Inner Mongolia-Shaanxi contiguous area by Hechao MIAO, Shuning DONG, Hao WANG, Yuanyuan YANG, Wei QIAO, Xiaodong WANG, Dongqi WANG, Hongyang FU, Yuting LIU

“…The results of this study provide a theoretical basis and practical guidance for the scientific management and comprehensive utilization of mine water in mining areas while also offering a reference for the allocation optimization of similar resources.…”
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Financial fraud detection using a hybrid deep belief network and quantum optimization approach by Gui Yu, Zhenlin Luo

“…To address this issue, this paper proposes a novel financial fraud detection algorithm that integrates deep belief networks (DBN) with quantum optimisation algorithms. …”
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Evolution of management strategies for unstable pelvic ring injuries over the past 40 years: a systematic review by Kenichi Sawauchi, Luca Esposito, Yannik Kalbas, Zygimantas Alasauskas, Valentin Neuhaus, Hans-Christoph Pape, Felix Karl-Ludwig Klingebiel, Roman Pfeifer

“…Emerging techniques, such as resuscitative endovascular balloon occlusion of the aorta (REBOA), anterior subcutaneous internal fixation (INFIX), and rescue screws, are increasingly included in treatment algorithms, while diagnostic peritoneal lavage (DPL) has become obsolete and is no longer listed in these algorithms. …”
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VK’s informal communities as groups at risk of digital marginalization / Неформальные сообщества социальной сети «ВКонтакте» как группы риска цифровой маргинализации... by VITALY V. ZOTOV / В.В. ЗОТОВ, ALEXANDER V. GUBANOV / А.В. ГУБАНОВ, KIRILL E. GAVRILCHENKO / К.Э. ГАВРИЛЬЧЕНКО

“…Social media significantly impacts social inclusion, potentially exacerbating or mitigating digital marginalization. Some individuals, while being connected to the global network, become isolated within specific informal communities. …”
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A novel fixed-time prescribed performance sliding mode control for uncertain wheeled mobile robots by Van-Cuong Nguyen, Seong Han Kim

“…This design ensures that tracking errors converge to zero within a fixed time while maintaining stability by keeping error states within predefined limits. …”
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Characteristics of Complexity: Clique Number of a Polytope Graph and Rectangle Covering Number by A. N. Maksimenko

“…This modification takes the algorithms out of the specified class, while the complexity is not changed. …”
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A NEW INTELLIGENT DRIVER VIGILANCE SYSTEM DESIGN USING TILT SENSORS by Ali Zuhair Ghazi Zahid, Karrar Shakir Muttair, Oras Ahmed Shareef, Abbas Ali Diwan, Hazeem Baqir Taher, Raed Hameed Chyad Alfilh, Ahmed Mahmood Farhan, Mahmood Farhan Mosleh, Faiz Arith

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Voltage-based prediction technique for efficient MPPT method for SPV systems under non-uniform insolation and partial shading conditions by Haider A. Mohamed-Kazim, Ahmed Hussein Shatti, Ahmed Aldhahab, Ikhlas Abdel-Qader, Sarmad K. Ibrahim, Rusul Noori Saraj

“…The computational complexity of the proposed work is relatively comparable to the traditional P&O algorithm, making it more suitable for real-time implementation in smart energy systems.…”
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