Jumping knowledge graph attention network for resource allocation in wireless cellular system by Qiushi Sun, Zhou Fang, Yin Li, Ovanes Petrosian

“…Extensive simulations demonstrate that the proposed algorithm significantly outperforms existing benchmark methods, exhibiting robust performance and strong generalization capabilities across a wide range of system parameter configurations.…”
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A Scalable and Coordinated Energy Management for Electric Vehicles Based on Multiagent Reinforcement Learning Method by Ruien Bian, Xiuchen Jiang, Guoying Zhao, Yadong Liu, Zhou Dai

“…A Multiagent Deep Deterministic Policy Gradient (MADDPG) algorithm is applied to learn the cooperative energy control strategies. …”
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Consensus Target Tracking in Switching Wireless Sensor Networks with Outliers by Yan Zhou, Dongli Wang, Yonghong Lan, Qingzhen Wen

“…The proposed RKF possesses high robustness against outliers while having similar computational burden as traditional Kalman filter. …”
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Simulation-based driver scoring and profiling system by Jelena Medarević, Sašo Tomažič, Jaka Sodnik

“…The K-means clustering algorithm is used for data analysis, resulting in three distinct clusters. …”
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Harnessing self-efficacy: Mediating the connection between TPACK and AI intentions among teachers by Christina Ismaniati, Nurul Inayah Khairaty, Nuraini Yusuf, Agus Supramono

“…Constructs were described by descriptive statistics, and the hypothesized model was tested through mediation analysis of SmartPLS 4.0's bootstrapping algorithm. Findings showed that the constructs of the study have good validity and reliability, the created model was fit, while educators possess high TPACK and self-efficacy levels and a moderate intention to adopt AI. …”
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Structural Online Damage Identification and Dynamic Reliability Prediction Method Based on Unscented Kalman Filter by Yan Zhang, Yongbo Zhang, Jinhui Yu, Fei Zhao, Shihao Zhu

“…Following that, the EM algorithm is employed for estimating the performance model parameters. …”
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Exploring Critical Eye-Tracking Metrics for Identifying Cognitive Strategies in Raven’s Advanced Progressive Matrices: A Data-Driven Perspective by Yaohui Liu, Keren He, Kaiwen Man, Peida Zhan

“…The present study utilized a recursive feature elimination approach in conjunction with a random forest algorithm to assess the efficacy of various features in predicting cognitive strategy usage in Raven’s Advanced Progressive Matrices. …”
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Rolling Bearing Fault Diagnosis Based on SCNN and Optimized HKELM by Yulin Wang, Xianjun Du

“…Key parameters of the HKELM were dynamically adjusted using a novel optimization algorithm, significantly enhancing fault diagnosis accuracy and system stability. …”
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Research and application of flexible starting method for metro trains with permanent magnet motors based on PI control by LIU Zhicheng, CHEN Xijun, HE Ye, HU Hui

“…As a result, it facilitates flexible starting for trains that effectively maintains and releases braking, while ensuring the effective implementation of traction instructions. …”
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Energy-Efficient Cluster Based Routing Protocol in Mobile Ad Hoc Networks Using Network Coding by Srinivas Kanakala, Venugopal Reddy Ananthula, Prashanthi Vempaty

“…We also use an energy efficient scheme while selecting the cluster head. It helps to increase the life time of the network. …”
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Enhancing Text Classification Through Grammar-Based Feature Engineering and Learning Models by Alaa Mohasseb, Andreas Kanavos, Eslam Amer

“…To address class imbalance, the SMOTE algorithm is applied, significantly boosting the recall and F1-score for minority classes. …”
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Nonsingular Continuous Finite-Time Convergent Guidance Law with Impact Angle Constraints by Luyao Zang, Defu Lin, Yi Ji

“…More specifically, based on the second-order sliding mode control (SMC) theory, a second-order observer (2-OB) is presented to estimate the unknown target maneuvers, while a super twisting algorithm- (STA-) based guidance law is presented to restrict the LOS angle and angular rate. …”
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Power Management Problem for Civil Aircraft under More Electric Environment by Yuanchao Yang, Zichen Gao

“…The proposed formulation and solution algorithm can give an efficient power schedule result with the minimal fuel and battery operation cost through a smart codispatch between the gas turbine generator, storage devices, and all electrical loads of MEA. …”
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Improving the methodology for assessing the digital maturity index of Russian regions, taking into account aspects of the second and third stages of digital transformation of PMA b... by V. I. Abramov, V. D. Andreev

“…The purpose of the study is to identify and determine the directions and accounting factors included in the algorithm for assessing the digital maturity index of Russian regions to improve this methodology, taking into account aspects of the second and third stages of digital transformation of public and municipal administration (PMA). …”
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Using Machine Learning to Shorten and Adapt Fall Risk Assessments for Older Adults by Lilyana Khatib, Adi Toledano-Shubi, Hilla Sarig Bahat, Hagit Hel-Or

“…This study introduces a novel machine learning-based computerized adaptive testing algorithm that personalizes testing to individual capabilities. …”
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External archive guided radial-grid multi objective differential evolution by Vikas Palakonda, Samira Ghorbanpour, Jae-Mo Kang, Heechul Jung

“…Abstract Differential evolution (DE) is a robust evolutionary algorithm for solving single-objective and multi-objective optimization problems (MOPs). …”
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Tracking objects using Grassmann manifold appearance modeling based on wireless multimedia sensor networks by Yinghong Xie, Xiaosheng Yu, Chengdong Wu

“…In this article, we propose a novel nonlinear algorithm for tracking significant deformable objects. …”
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Inverse-design topology optimization of magnonic devices using level-set method by Andrey A. Voronov, Marcos Cuervo Santos, Florian Bruckner, Dieter Suess, Andrii V. Chumak, Claas Abert

“…These results highlight the algorithm’s efficiency in exploring local minima across various initial configurations, establishing its utility as a versatile tool for the inverse design of magnonic logic devices.…”
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Accounting aspects of risk management in providing charitable assistance in a hybrid war by I.M. Vygivska, G.Yu. Khomenko

“…The application of the proposed developments in the article while improving the accounting of risk management of the activities of socially responsible companies will help minimize the risks caused by the phenomenon of hybrid war and ensure peace and social and economic consequences.…”
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Development of a Simplified One-Dimensional Model of Humidity in the Cabin of a Passenger Aircraft Based on an Experiment by Tomasz Janusz Teleszewski, Katarzyna Gładyszewska-Fiedoruk

“…The value of absolute humidity in the air supplied behind the humidifier chamber can be determined based on the presented algorithm. The developed model based on the humidity balance in the cabin of a passenger aircraft can be used in algorithms for automatic regulation of ventilation in passenger aircraft.…”
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