The Improved Antlion Optimizer and Artificial Neural Network for Chinese Influenza Prediction by Hongping Hu, Yangyang Li, Yanping Bai, Juping Zhang, Maoxing Liu

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A global object-oriented dynamic network for low-altitude remote sensing object detection by Daoze Tang, Shuyun Tang, Yalin Wang, Shaoyun Guan, Yining Jin

“…Visualization methods further highlight the algorithm’s performance advantages. This research presents a scalable object detection framework adaptable to various application scenarios and contributes a novel design paradigm for efficient deep learning-based object detection.…”
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Evaluation of Agricultural Machinery Operation Modes by M. N. Kostomakhin

“…The author considered the possibilities of the most rational application of the remote monitoring algorithm to diagnostics – to identify the causes of malfunctions.…”
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A Hybrid Optimization Approach for Residential Energy Management by Yantai Huang, Jinjiang Zhang, Yujie Mo, Shuijin Lu, Junchao Ma

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Optimizing circular antenna arrays with artificial rabbits optimization for beam control and side lobe reduction by Sunil Kumar, Harbinder Singh, Avtar Singh

“…This study optimizes CAA using ARO to achieve low SLL and narrow First Null Beam Width (FNBW). ARO outperforms algorithms like Spider Wasp Optimizer (SWO), Zebra Optimization Algorithm (ZOA), Osprey Optimization Algorithm (OOA), Kepler optimization algorithm (KOA), Mountain Gazelle Optimizer (MGO), and Artificial Hummingbird Optimization Algorithm (AHOA) respectively in achieving SLL of -32.91 dB for 12 elements and − 29.15 dB for 24 elements, with FNBW of 80° and 38°, respectively.…”
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Low Illumination Video Image Enhancement by Zhi Li, Zhenhong Jia, Jie Yang, Nikola Kasabov

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Spatiotemporal-Dependent Vehicle Routing Problem Considering Carbon Emissions by Ziqi Liu, Yeping Chen, Jian Li, Dongqing Zhang

“…In the algorithm, a neighborhood search operator is employed to optimize elite individuals so that the algorithm can stimulate the intensification and avoid falling into a local optimum. …”
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CUR matrix approximation through convex optimization for feature selection by Kathryn Linehan, Kathryn Linehan, Radu Balan

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FLWD:A Webshell detection method based on federated learning by ZENG Qingpeng, CHAI Jiangli, WU Shuixiu

“…Experimental results on the AMWD’22 dataset show that the model’s accuracy is 99.47%, with an F1 score of 99.67%, indicating better detection performance compared to basic algorithm models and existing research algorithm models. …”
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ASPECTS OF PULMONARY TUBERCULOSIS VERIFICATION IN THOSE AT THE TERMINAL STAGE OF CHRONIC KIDNEY DISEASE by O. M. Gordeevа, N. L. Kаrpinа, E. E. Lаrionovа, I. Yu. Аndrievskаya, E. A. Kiselevа, O. V. Lovаchevа

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Federated Reinforcement Learning-Based Dynamic Resource Allocation and Task Scheduling in Edge for IoT Applications by Saroj Mali, Feng Zeng, Deepak Adhikari, Inam Ullah, Mahmoud Ahmad Al-Khasawneh, Osama Alfarraj, Fahad Alblehai

“…Using Google cluster traces, the research presents a task offloading algorithm and a hybrid forecasting model that unites Bidirectional Long Short-Term Memory (BiLSTM) with Gated Recurrent Unit (GRU) layers along an attention mechanism. …”
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Enhancing education quality with hybrid clustering and evolutionary neural networks in a multi phase framework by Saleem Malik, Chandrakanta Mahanty, Jnanaranjan Mohanty, Krunal Vaghela, T. Narmadha, R. Sivaranjani, Javed Khan Bhutto, Saiful Islam, Anwar Khan, Amanuel Zewdie

“…The NeuroEvoClass algorithm mixes evolutionary strategies inspired by swarm intelligence and artificial neural networks (ANN) to improve student performance prediction in Phase II. …”
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KDFE: Robust KNN-Driven Fusion Estimator for LEO-SoOP Under Multi-Beam Phased-Array Dynamics by Jiaqi Yin, Ruidan Luo, Xiao Chen, Linhui Zhao, Hong Yuan, Guang Yang

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A Study on the Impact of Rain on Object Detection for Automotive Applications by Diarmaid Geever, Tim Brophy, Dara Molloy, Enda Ward, Brian Deegan, Martin Glavin, Edward Jones

“…Four object detection algorithms, a segmentation algorithm, and an optical character recognition algorithm are used as representative examples of typical algorithms used in ADAS. …”
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Operation Condition and Performance Test Analysis of Distributed Energy Storage Battery by Xuhao DU, Bingyu LI, Junjie MIAO, Xiaofan GUO

“…This paper deeply studied the state of charge (SOC) of energy storage battery, and proposed an estimation algorithm based on (extended kalman particle filter，EKPF) as the detection method. …”
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The development of scientific and methodological provisions in the application of artificial neural networks by Babkin Alexander, Ponomareva Svetlana, Serebryansky Daniil, Mustafaev Timur, Nosirov Ilkhom

“…On the basis of the scientific researches to clarify the applied mathematical tools in the field of artificial intelligence and neural networks application; develop an algorithm for learning neural networks and identify the prospects for their use for artificial intelligence in space activities. …”
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Efficient and Stable Learning for Distribution Network Operation: A Model-Based Reinforcement Learning Approach by Dong Yan, Zhan Shi, Xinying Wang, Yiying Gao, Tianjiao Pu, Jiye Wang

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A new numerical technique to seek properties of the nonlinear oscillators by Jing-Yan Niu, Guang-Qing Feng

“…It will be a challenge and future trend for the nonlinear research.…”
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Effective Approach to Shock Absorption Performance Evaluation of Mechanical Component Springs Using the Single Valued Trapezoidal Neutrosophic Numbers for Structural Stability by Hanwei Qu, Caiyun Duan, Jiancheng Yu

“…The suggested hybrid model's application procedures are illustrated by an algorithm that is created. This algorithm is used as the basis for real-world research. …”
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Efficient Task Scheduling Using Constraints Programming for Enhanced Planning and Reliability by JaeBong Cho, Soonil Jung, Kyungmo Yang, Dohun Kim, WonJong Kim

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