Survey of personalized federated learning for edge computing scenarios by HE Fan, WANG Yong, YANG Jing, YU Xu

“…So, a comprehensive review of recent advances in personalized federated learning for edge computing scenarios was provided. Firstly, the background and scientific significance of personalized federated learning were elaborated, followed by rigorous analysis of data heterogeneity’s impacts. …”
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A Micro-Computed Tomography-Based Simplified Approach to Measure Body Composition, Osteoporosis, and Lung Fibrosis in Mice by Madeleine Landau, Binghao Zou, Ziqi Yang, Brian Rowan, Muralidharan Anbalagan

“…This protocol on the use of micro-CT aims to bridge that gap by providing a clear, step-by-step guide to acquire and analyze micro-CT images from mice for quantitative data. By exclusively detailing the necessary procedural steps from start to finish and overcoming complex user interfaces during imaging operations and analysis, this protocol will equip new micro-CT users with the ability to measure mouse body composition (bone, body fat, and lean muscle mass) and identify and quantify lung fibrosis. …”
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Prediction Ability Analysis of Phenomenological Strength Criteria for Composites by Huang T.

“…The article examines and assesses the phenomenological strength theory of composite materials. A comparative analysis of the theoretical envelopes was conducted for each criterion. …”
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Dust impact on photovoltaic modules: Global data, predictive models, emphasis on chemical composition by Hussam Almukhtar, Tek Tjing Lie, Wisam Al-Shohani

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GIS Analysis Model Integration and Service Composition Prospects by L. Ding, P. Cai, W. Huang, H. Zhang, F. Ding, W. Zhao, D. Tang, Z. Wang

“…In the context of rapidly evolving geospatial technologies, this study provides a comprehensive review of GIS model integration and service composition, emphasizing their critical roles in enhancing spatial analysis accuracy, decision-making efficiency, and cross-domain interoperability. …”
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COMPARATIVE ANALYSIS AND ASSESSMENT OF THE LEVEL OF DIGITALIZATION OF ARMENIAN AND RUSSIAN ORGANIZATIONS BY TYPES OF ECONOMIC ACTIVITY by Tatul M. Mkrtchyan, Manuk E. Movsisyan, Lusine V. Karapetyan, Tatevik G. Vardanyan

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Training and onboarding initiatives in high energy physics experiments by Allison Reinsvold Hall, Nicole Skidmore, Gabriele Benelli, Ben Carlson, Ben Carlson, Claire David, Jonathan Davies, Wouter Deconinck, David DeMuth, Peter Elmer, Rocky Bala Garg, Stephan Hageböck, Killian Lieret, Valeriia Lukashenko, Valeriia Lukashenko, Sudhir Malik, Andy Morris, Heidi Schellman, Graeme A. Stewart, Jason Veatch, Michel Hernandez Villanueva

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R‐DP: A risk‐adaptive privacy protection scheme for mobile crowdsensing in industrial internet of things by Lisha Shuai, Jiamin Zhang, Yu Cao, Min Zhang, Xiaolong Yang

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Computational Cost and Implementation Analysis of a Wavelet-Based Edge Computing Method for Energy-Harvesting Industrial IoT Sensors by Jaromir Konecny, Jan Choutka, Radim Hercik, Jiri Koziorek, Dangirutis Navikas, Darius Andriukaitis, Michal Prauzek

“…Unlike existing implementations that rely on computationally complex instructions, this approach optimizes the wavelet transform (WT) for resource-limited microcontrollers (MCUs) without sacrificing data quality. …”
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Research on Reconstructing Regional Business Cycle Analysis System Based on Electricity Big Data—A Case Study in Guangxi Province by Zhiwei Cui, Qideng Luo, Haoyang Ji, Yang Xu, Junyi Shi

Subjects: “…composite index…”
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Comparative analysis of selected data recovery software by Tomasz Szymczyk, Rafał Wróbel

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Trajectory analysis using data mining techniques by Gary Reyes

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Bregman divergences for physically informed discrepancy measures for learning and computation in thermomechanics by Andrieux, Stéphane

“…This study is motivated by the need of “discrepancy measures” between physically constrained fields that are used both in traditional algorithms, analysis methods and data driven modelling or applications as well.We give also a characterization of symmetrical Bregman divergences through their generating functions which can only be quadratic forms. …”
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Intelligent Computerized Video Analysis for Automated Data Extraction in Wave Structure Interaction; A Wave Basin Case Study by Samuel Hugh Wolrige, Damon Howe, Hamed Majidiyan

“…This study investigates the application of Computerized Video Analysis (CVA) for water surface tracking in maritime experimental tests, marking the first exploration of digitalized experimental video analysis at the Australian Maritime College (AMC). …”
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Video Recorder as an Object of Forensic Expert Analysis by S. A. Krutov

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Modeling solar power plants with daily data using genetic programming and equivalent circuit by Alireza Reisi, Abbas‐Ali Zamani, Seyyed Masoud Barakati

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Comparative Analysis of Big Data and BI Projects by Gloria J. Miller

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Computer analysis of the emotional modality of 20 million publications in PUBMED database indicates ways to increase the effectiveness of pharmacotherapy by identifying pseudoscien... by V. A. Maximov, I. Yu. Torshin, O. A. Gromova, A. N. Galustyan, I. V. Gogoleva, T. R. Grishina, A. N. Gromov, A. G. Kalacheva, Z. D. Kobalava, V. M. Kodentsova, O. A. Limanova, S. I. Malyvskaya, K. V. Rudakov, I. S. Sardaryan, A. I. Sorokin, L. V. Stakhovskaya, N. I. Tapilskaya, N. K. Tetruashvili, L. E. Fedotova, A. K. Hadzhidis

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Different frequencies to estimate bone mineral content from raw bioelectrical impedance data in adolescent soccer players: a critical analysis by Marcus Vinicius de Oliveira Cattem, Josely Correa Koury

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Big Data Analytics for Uncovering Voxel Connectivity Patterns in Attention Deficit Hyperactivity Disorder by Caraka RE, Supardi K, Gio PU, Isnaniawardhani V, Chen RC, Djatmiko B, Pardamean B

“…Wiratman Cipta Manggala (WCM), Graha Simatupang, Simatupang, Jakarta, 12540, Indonesia; 8Bioinformatics and Data Science Research Center, Bina Nusantara University, Jakarta, 11480, Indonesia; 9Computer Science Department, BINUS Graduate Program – Master of Computer Science Program, Bina Nusantara University, Jakarta, 11480, IndonesiaCorrespondence: Rezzy Eko Caraka; Rung Ching Chen, Email r.eko.caraka@unpad.ac.id; crching@cyut.edu.twIntroduction: Attention Deficit Hyperactivity Disorder (ADHD) is a complex neurodevelopmental condition characterized by heterogeneous brain activity patterns. …”
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