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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Mixed Time/Event-Triggered Model Predictive Tracking Control for Networked Mobile Robots by Huixin Liu, Yonghua Lai, Hongsong Lian, Guobin Wang, Dongsheng Zheng

“…The research results are expected to save network resources while ensuring the performance of networked mobile robots and provide strong support for practical applications of networked mobile robots.…”
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Copy number variation in familial Parkinson disease. by Nathan Pankratz, Alexandra Dumitriu, Kurt N Hetrick, Mei Sun, Jeanne C Latourelle, Jemma B Wilk, Cheryl Halter, Kimberly F Doheny, James F Gusella, William C Nichols, Richard H Myers, Tatiana Foroud, Anita L DeStefano, PSG-PROGENI and GenePD Investigators, Coordinators and Molecular Genetic Laboratories

“…DNA for all the cases was derived from whole blood, while the DNA for all controls was derived from lymphoblast cell lines. …”
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On the Potential of a New Generation of Magnetometers for MEG: A Beamformer Simulation Study. by Elena Boto, Richard Bowtell, Peter Krüger, T Mark Fromhold, Peter G Morris, Sofie S Meyer, Gareth R Barnes, Matthew J Brookes

“…However in practice, this will require both improved hardware and modelling algorithms.…”
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A comprehensive review of artificial intelligence approaches for smart grid integration and optimization by Malik Ali Judge, Vincenzo Franzitta, Domenico Curto, Andrea Guercio, Giansalvo Cirrincione, Hasan Ali Khattak

“…This amalgamation may bring a power mismatch dilemma due to intermittent renewable energy production and nonlinear energy consumption patterns which can affect the whole system’s reliability and operational efficiency. …”
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Model Optimization for High-Yield Biocrude in Co-Hydrothermal Liquefaction of Municipal Sludge by Botian HAO, Yunfei DIAO, Ya WEI, Donghai XU

“…Prolonged residence time results in only marginal yield improvement, while excessive residence time under high-temperature conditions tends to induce side reactions. …”
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MMG-Based Motion Segmentation and Recognition of Upper Limb Rehabilitation Using the YOLOv5s-SE by Gangsheng Cao, Shen Jia, Qing Wu, Chunming Xia

“…In segmentation tasks, the base YOLOv5s model achieved 97.9% precision and 98.0% recall, while the improved YOLOv5s-SE model increased precision to 98.7% (+0.8%) and recall to 98.3% (+0.3%). …”
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