Data-Efficient Training of Gaussian Process Regression Models for Indoor Visible Light Positioning by Jie Wu, Rui Xu, Runhui Huang, Xuezhi Hong

“…The impacts of the parameter of active learning on the performance of the GPR-VLP are also presented via experimental investigation, which shows that (1) the proposed training method outperforms the conventional one regardless of the number of final effective training data (<inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><mrow><mi mathvariant="double-struck">E</mi></mrow></semantics></math></inline-formula>), especially for a small/moderate effective training dataset, (2) a moderate step size (<i>k</i>) should be chosen for updating the effective training dataset to balance the positioning accuracy and computational complexity, and (3) due to the interplay of the reliability of the initialized GPR model and the flexibility in reshaping such a model via active learning, the number of initial effective training data (<i>m</i>) should be optimized. …”
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Numerical Simulation for the Desired Compatibility between the Inside Slopes of Open Irrigation Canals, and the Used Type of Wing Walls for the Most Efficient Performance of Water... by Mohamed A. Ashour, Haitham M. Abueleyon, M. Khairy Ali, Abdallah A. Abdou, Tarek S. Abu-Zaid

“…The variation (ε%) between the measured and computed results is consistent for estimating specific energy, velocity, heading (afflux), and water depths. …”
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Stroke Diagnosis and Prediction Tool Using ChatGLM: Development and Validation Study by Xiaowei Song, Jiayi Wang, Feifei He, Wei Yin, Weizhi Ma, Jian Wu

“…Furthermore, it screens patients eligible for intravenous thrombolysis (IVT) with an accuracy of 89.4% in the validation dataset and 60% and 80% in the other test cohorts. …”
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Metachronous rectal metastasis from primary transverse colon cancer: a case report by Shigehiro Kojima, Tsuguo Sakamoto, Yuko Nagai, Masayuki Honda, Fumihiro Ogawa

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Transcatheter removal of a briefly penetrated inferior vena cava filter in an open abdomen: a case report by Marohito Nakata, Naoko Yokota, Hiroki Uehara, Kazuhiko Tabata, Tsuneaki Kenzaka

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CFD analysis of aeroponic nutrient spray characteristics for enhanced plant nourishment in sustainable agriculture by Aeswin Lawrance, K. Vishnu Ram, R. Harish

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Calibration and Uncertainty Analysis of Freundlich and Langmuir Isotherms Using the Markov Chain Monte Carlo (MCMC) Approach by Haniyeh Sharifi Moghadam, Saeed Alimohammadi

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Performance of RIS-Secured Short-Packet NOMA Systems With Discrete Phase-Shifter to Protect Digital Content and Copyright Against Untrusted User by Nguyen Quang Sang, Hye-Young Kim, Tan N. Nguyen, Minh Bui Vu, Phuong T. Tran, Tran Trung Duy, Byung-Seo Kim, Miroslav Voznak

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Prediction model of gastrointestinal tumor malignancy based on coagulation indicators such as TEG and neural networks by Fulong Yu, Chudi Sun, Liang Li, Xiaoyu Yu, Shumin Shen, Hao Qiang, Song Wang, Xianghua Li, Lin Zhang, Zhining Liu

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Somatodendritic orientation determines tDCS-induced neuromodulation of Purkinje cell activity in awake mice by Carlos A Sánchez-León, Guillermo Sánchez-Garrido Campos, Marta Fernández, Álvaro Sánchez-López, Javier F Medina, Javier Márquez-Ruiz

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Dynamic Response Simulation for a Novel Single-Point Mooring Gravity-Type Deep-Water Net Cage Under Irregular Wave and Current by Guoliang Pang, Chengyu Wan, Liuyang Sui, Shiyao Zhu, Hangfei Liu, Gen Li, Taiping Yuan, Yu Hu, Qiyou Tao, Xiaohua Huang

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Machine learning-based identification of key biotic and abiotic drivers of mineral weathering rate in a complex enhanced weathering experiment [version 2; peer review: 1 approved,... by Thomas Corbett, Harun Niron, Lukas Rieder, Reinaldy P. Poetra, Abhijeet Singh, Michiel Van Tendeloo, Siegfried E. Vlaminck, Steven Latré, Jan Willem van Groenigen, Jens Hartmann, Alix Vidal, Anna Neubeck, Mathilde Hagens, Ivan A. Janssens, Tim Verdonck, Sara Vicca, Thomas Servotte, Iris Janssens, Steven Mortier, Tullia Calogiuri

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On Bond Incident Degree Indices of Fixed-Size Bicyclic Graphs with Given Matching Number by Akbar Ali, Abeer M. Albalahi, Abdulaziz M. Alanazi, Akhlaq A. Bhatti, Tariq Alraqad, Hicham Saber, Adel A. Attiya

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Functional Verification of Extended Kalman Filter on FPGA for Railway Wheelset Parameters Estimation by Khakoo Mal, Tayab Din Memon, Imtiaz Hussain Kalwar, Allah Rakhio Junejo, Majid Hussain Memon, Tarique Rafique Memon, Sufyan Ali Memon, Bhawani Shankar Chowdhry

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On a Method for Calculating Bending and Shear Vibrations of a Porous Piezoelement in the Low-Frequency Region by A. N. Soloviev, V. A. Chebanenko, P. A. Oganesyan, E. I. Fomenko

“…The design of PEG is associated with the preliminary construction of their mathematical and computer models, with the help of which the calculation and optimization of structures is carried out. …”
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Evaluation of the Geomorphon Approach for Extracting Troughs in Polygonal Patterned Ground Across Different Permafrost Environments by Amin Wen, Tonghua Wu, Xiaofan Zhu, Jie Chen, Jianzong Shi, Peiqing Lou, Dong Wang, Xin Ma, Xiaodong Wu

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Evaluation of Innate Immune System, Body Habitus, and Sex on the Pharmacokinetics and Pharmacodynamics of Anetumab Ravtansine in Patients With Cancer by Li Chen, Andrew T. Lucas, Aaron S. Mansfield, Stephanie Lheureux, Claire O'Connor, Beth A. Zamboni, Kashish Patel, Tawnya McKee, Jeffrey Moscow, William C. Zamboni

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A meta-analysis of program for the reduction of physical restraint use in intensive care units in China (国内ICU患者缩减身体约束行动实施效果的Meta分析) by CHEN Zetao (陈泽涛), LI Xiaobing (李晓彬), SHI Yu (石宇), ZHANG Yanfei (张雁飞), YANG Wencai (杨文才), SHAN Miaohang (单妙航)

“…Two researchers independently screened literature, extracted data, assessed the risk of bias, and performed statistical analysis using RevMan 5. 4 software. Results A total of 13 articles were included, covering 3209 ICU patients. …”
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Transient Attracting Profiles in the Great Pacific Garbage Patch by L. Kunz, A. Griesel, C. Eden, R. Duran, R. Duran, B. Sainte-Rose

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APPLICATION OF METHODS OF SIMULATION TRAINING AT THE DEPARTMENT OF POSTGRADUATE EDUCATION OF DENTISTS by V. L. Melnik, M. V. Khrebor, Yu. I. Sylenko, V. K. Shevchenko, P. M. Skrypnikov

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