Intrusion Detection for Wireless Sensor Network Using Particle Swarm Optimization Based Explainable Ensemble Machine Learning Approach by Shaikh Afnan Birahim, Avijit Paul, Fahmida Rahman, Yamina Islam, Tonmoy Roy, Mohammad Asif Hasan, Fariha Haque, Muhammad E. H. Chowdhury

Subjects: “…Intrusion detection system…”
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I‑GAT: Interpretable Graph Attention Networks for Ligand Optimization by Ezek Mathew, Kyle A. Emmitte, Jin Liu

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Adaptive Optimization Control of Unmanned Surface Vessel with Thruster Fault by Ying GAO, Mingchun LU, Rubo ZHANG, Ning WANG

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OPTIMIZATION OF TOPOLOGICAL STRUCTURES OF CENTRALIZED LOGISTICS NETWORKS IN THE PROCESS OF REENGINEERING by Vladimir Beskorovainyi, Antonii Sudik

“…The following methods are used: methods of systems theory, methods of utility theory, optimization and operations research. …”
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Optimizing staging of Meniere’s disease: integrating electrocochleography with vestibular tests by Muchen Huang, Muchen Huang, Xianren Wang, Xianren Wang, Minqi Chen

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A Raster-Based Multi-Objective Spatial Optimization Framework for Offshore Wind Farm Site-Prospecting by Loukas Katikas, Themistoklis Kontos, Panayiotis Dimitriadis, Marinos Kavouras

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1.7 MV Tandem Accelerator Beam Tuning Optimization by JIANG Ran, LI Ailing, CUI Baoqun, TANG Bing, CHEN Haonan, WANG Yunfeng

“…The DE algorithm, renowned for its robust optimization capabilities, is implemented utilizing the versatile Python programming language. …”
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Optimization of an aircraft flight trajectory in the GLONASS dynamic accuracy field by O. N. Skrypnik, N. G. Arefyeva, R. O. Arefyev

“…Therefore, the designed optimal flight path of the aircraft should be built taking into account the accuracy of its keeping in the variable navigation-time field (accuracy field) of the satellite navigation system. …”
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Power Quality Assessment and Optimization in FUZZY-Driven Healthcare Devices by Dinesh Kumar Nishad, Saifullah Khalid, Rashmi Singh

“…However, the successful operation of these FUZZY-driven systems is contingent on high power quality. This paper introduces an innovative FUZZY-driven energy management system that combines convolutional neural networks (CNNs) for real-time power quality event detection, long short-term memory (LSTM) networks for predictive analytics, and reinforcement learning for optimized control. …”
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Optimized design and performance evaluation of a highly precise variable rate mis-planting and replanting potato electronic-metering mechanism by Abdallah Elshawadfy Elwakeel, Ahmed Elbeltagi, Ali Salem, Ali Salem, Ahmed Z. Dewidar, Ahmed Z. Dewidar

“…Furthermore, the total cost of the developed system was approximately $130 USD.DiscussionFuture experiments will include further field experiments to study the influence of field variables such as soil type, surface irregularity, and environmental disturbances on the performance of the EMM.…”
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Age of Information-Optimized Differential Protection Strategy for Smart Grids by Jiajia Fu, Zhongmiao Kang, Ying Zeng, Zanhong Wu

“…To address these shortcomings, we propose an Age of Information (AoI)-optimized differential protection strategy tailored for smart grids. …”
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Secure Satellite Downlink With Hybrid RIS and AI-Based Optimization by Mian Muhammad Kamal, Syed Zain Ul Abideen, Syed Sikandar Shah, Nabila Sehito, Salahuddin Khan, Bal S. Virdee, Mohammad Alibakhshikenari, Patrizia Livreri

“…The study formulates a robust joint design for satellite and RIS beamforming, aimed at maximizing the secrecy rate of the overall system. Both the active and passive elements of the RIS are optimized, taking into account practical models that reflect real-world constraints, such as outdated channel state information (CSI) and the power consumption of the system. …”
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Adaptive Pricing-Based Optimized Resource Utilization in Networked Microgrids by Syed Muhammad Ahsan, Muhammad Ahmad Iqbal, Akhtar Hussain, Petr Musilek

“…This article presents a novel framework for resource optimization within the networked microgrids. First, each microgrid is optimized using a local energy management system to compute power shortage/surplus depending on various parameters including local generation (solar photovoltaic), battery energy storage system, and load profile. …”
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Parameters Optimization for Magnetic Resonance Coupling Wireless Power Transmission by Changsheng Li, He Zhang, Xiaohua Jiang

“…Taking maximum power transmission and power stable transmission as research objectives, optimal design for the wireless power transmission system based on magnetic resonance coupling is carried out in this paper. …”
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Cost optimization model for multi-cloud network based on Kubernetes by Ming GAO, Ming LIU, Yangting CHEN, Weiming WANG

“…The cloud-native scheduling system, represented by Kubernetes, is widely used by cloud tenants in a multi-cloud environment.The problem of network observation becomes more and more serious, especially the cost of network traffic across cloud and region.In Kubernetes, the eBPF technology was introduced to collect the network data features of kernel state of operating system to solve the network observation problem, and then the network data features were modeled as QAP, a combination of heuristic and stochastic optimization was used to obtain the best near optimal solution in a real-time computing scenario.This model is superior to the Kubernetes native scheduler in the cost optimization of network resources, which is based on the scheduling strategy of computing resources only, and increases the complexity of scheduling links in a controllable range, effectively reduces the cost of network resources in a multi-cloud area deployment environment.…”
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Optimal Distributed Dispatch of Smart Multi-Agent Energy Hubs Based on Consensus Algorithm Considering Lossy Communication Network and Uncertainty by Abdelfattah A. Eladl, Magda I. El-Afifi, Magdi M. El-Saadawi, Bishoy E. Sedhom

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RESEARCH STATUS AND PROGRESS OF SHAFT PARTS DESIGN AND OPTIMIZATION (MT) by LI Gui, DING LiFen, LUO Ming, LIANG RenJie, ZHANG XiaoDi

“…Improving the design process of shaft parts and improving the optimization index of shaft parts in the mechanical system can effectively improve the use performance of the entire equipment, while saving design time and ensuring design efficiency. …”
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Structural Optimization of a Knuckle with Consideration of Stiffness and Durability Requirements by Geun-Yeon Kim, Seung-Ho Han, Kwon-Hee Lee

“…The automobile’s knuckle is connected to the parts of the steering system and the suspension system and it is used for adjusting the direction of a rotation through its attachment to the wheel. …”
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Gears in chemical reaction networks for optimizing energy transduction efficiency by Massimo Bilancioni, Massimiliano Esposito

“…We demonstrate this principle in a biological context with a CRN where enzymes function as gear shifters, autonomously adapting the system to achieve near-optimal efficiency across changing environments. …”
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Compensatory Analysis and Optimization for MADM for Heterogeneous Wireless Network Selection by Jian Zhou, Can-yan Zhu

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