Performance Analysis of Air-refrigeration System for Data Center Cooling by Sui Qiuyu, Ma Guoyuan, Liu Shuailing, Xu Shuxue, Ma Hongxia

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Modeling and Analysis on Congestion Control for Data Transmission in Sensor Clouds by Jun Huang, Donggai Du, Qiang Duan, Yanguang Zhang, Yanxiao Zhao, Hongshan Luo, Zhuoqi Mai, Qian Liu

“…In this paper, we study Random Early Detection-Based (RED-based) congestion control for data transmission in sensor Clouds. Specifically we propose an improved RED (IRED) algorithm that meets sensor Cloud networking requirements better and develop a queueing model coupled with analysis technique to evaluate the performance of the proposed congestion control scheme. …”
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Experimental Research and Numerical Analysis on Fire Resistance of Prefabricated Concrete Composite Beams by LIU Yanchun, SUN Shuqi, LIU Caiwei, WANG Pengfei, LU Xiuliang, MAO Jiayuan, MIAO Jijun

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Data harmonization for the analysis of personalized treatment of psychosis with metacognitive training by Caroline König, Pedro Copado, Maria Lamarca, Wafaa Guendouz, Rabea Fischer, Merle Schlechte, Vanessa Acuña, Fabrice Berna, Łucasz Gawęda, Alfredo Vellido, Àngela Nebot, Cecilio Angulo, Susana Ochoa

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Designing an Interactive Visual Analytics System for Precipitation Data Analysis by Dong Hyun Jeong, Pradeep Behera, Bong Keun Jeong, Carlos David Luna Sangama, Bryan Higgs, Soo-Yeon Ji

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On Analysis of Seismic Vibrations Data Applying Doppler Effect Expression by J. Skeivalas, E. K. Paršeliūnas, D. Šlikas, R. Obuchovski, R. Birvydienė

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Sequential statistical decision making in problems of data flows analysis by A. Y. Kharin

“…In the problems of data flows analysis, the problems of statistical decision making on parameters of observed data flows are important. …”
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Big data intelligent analysis technology for 5G network by Aihua LI, Xiaobo WU, Chao CHEN, Bin WEI, Yuanyuan SHI

“…5G services are characterized by diversified forms, personalized requirements and extreme experience, which require the network to be able to efficiently perceive business characteristics and meet business requirements.Meanwhile, the introduction of complex technologies such as 5G slicing, edge computing and multi-access collaboration increases the complexity of end-to-end resource management and scheduling.As the network topology center and service convergence point, 5G core network needs to integrate artificial intelligence technology, improve the ability of big data analysis, and realize the automation and intelligence of the network .The research progress of the international organization for standardization in the field of 5G network intelligence was firstly introduced, then the architecture and characteristics of 5G network big data intelligent analysis system was proposed, and the potential three key technologies of network big data intelligent analysis were finally further analyzed.…”
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Analysis of Machine Learning Performance in Spatial Interpolation of Rainfall Data by Alexandre E. L. Nobrega, Itamir M. Barroca Filho

“…The accuracy of the models was evaluated using the coefficient of determination, root mean square error, and concordance index, to confirm the effectiveness of these methodologies for maximum daily annual precipitation data. After testing different models for data spatialization and conducting a thorough statistical analysis, we conclude that machine learning models outperformed the Inverse Distance Weighting method, yielding greater variability in accumulated Annual Maximum Daily Precipitation values and improved overall results.…”
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HSNMF enables accurate and effective analysis for the college students' psychological health education data and student life data by Yuanyuan Ma, Yuanyuan Ma, Lifang Liu

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Electromyography Signal Acquisition, Filtering, and Data Analysis for Exoskeleton Development by Jung-Hoon Sul, Lasitha Piyathilaka, Diluka Moratuwage, Sanura Dunu Arachchige, Amal Jayawardena, Gayan Kahandawa, D. M. G. Preethichandra

“…This review presents a comprehensive analysis of the EMG signal processing pipeline tailored to exoskeleton applications, spanning signal acquisition, noise mitigation, data preprocessing, feature extraction, and control strategies. …”
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Exploratory Data Analysis of the Monkeypox Virus Using Machine Learning by Kiran Dhanaji Kale, Pranav More, Prabhdeep Singh

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Directional Slack-Based Measure for the Inverse Data Envelopment Analysis by Ali Mirsalehy, Mohd Rizam Abu Bakar, Lai Soon Lee, Azmi B. Jaafar, Maryam Heydar

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Cannabidiol prescribing in the United States: An analysis of real-world data by Binx Yezhe Lin, Chloe Lessard, Yifan Li, Lisa Gong, Ruth Ling, Pallawi Jyotsana, Jacob Steinle, Jacob T. Borodovsky, Fábio A. Nascimento, Kevin Y. Xu

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A Crime Data Analysis of Prediction Based on Classification Approaches by Fatima Shaker Hussain, Abbas Fadhil Aljuboori

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Multivariate Modelling and Prediction of High-Frequency Sensor-Based Cerebral Physiologic Signals: Narrative Review of Machine Learning Methodologies by Nuray Vakitbilir, Abrar Islam, Alwyn Gomez, Kevin Y. Stein, Logan Froese, Tobias Bergmann, Amanjyot Singh Sainbhi, Davis McClarty, Rahul Raj, Frederick A. Zeiler

Subjects: “…high-dimensional cerebral data analysis…”
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Automatic detection of fake reviews at marketplaces using expert-based features and consumers’ reactions by A. N. Borodulina, E. V. Mikhalkova

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Hyperdimensional computing: a framework for stochastic computation and symbolic AI by Mike Heddes, Igor Nunes, Tony Givargis, Alexandru Nicolau, Alex Veidenbaum

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Development of an integrated engineering education model using multi-body closed system modeling, computational analysis, and signal processing analysis by Park Yonghu

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TaGra: an open Python package for easily generating graphs from data tables through manifold learning by Davide Torre, Davide Chicco

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