Perspective on big data system computing technology by Haitao WANG, Rui MAO, Zhong MING

Subjects: “…big data system computing platform;big data common technology;big data application;National Engineering Laboratory…”
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How to Identify If Your Time Series Inputs Are Adequate for AI Applications: Assessing Minimum Data Requirements in Environmental Analyses by Eduart Murcia Botache, Sandra Guzman

“…It provides an overview of the factors that should be considered when employing ML applications with time series (TS) data as input. Written by Eduart Murcia and Sandra M. …”
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How to Identify If Your Time Series Inputs Are Adequate for AI Applications: Assessing Minimum Data Requirements in Environmental Analyses by Eduart Murcia Botache, Sandra Guzman

“…It provides an overview of the factors that should be considered when employing ML applications with time series (TS) data as input. Written by Eduart Murcia and Sandra M. …”
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Data mining–based analysis to explore the application of an animal model of diabetic gastroparesis by Hui Xu, Fu-rui Miao, Yu-jun He, Yu-shan Fan

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Advancements in natural language processing: Implications, challenges, and future directions by Supriyono, Aji Prasetya Wibawa, Suyono, Fachrul Kurniawan

“…This research delves into the latest advancements in Natural Language Processing (NLP) and their broader implications, challenges, and future directions. With the ever-increasing volume of text data generated daily from diverse sources, extracting relevant and valuable information is becoming more complex. …”
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Ethical-legal implications of AI-powered healthcare in critical perspective by Mohammad Nasir, Kaif Siddiqui, Samreen Ahmed

“…A review of the existing literature on AI in healthcare available on PubMed, Oxford Academic and Scopus revealed several common concerns regarding the relationship between AI, ethics, and healthcare—(i) the question of data: the choices inherent in collection, analysis, interpretation, and deployment of data inputted to and outputted by AI systems; (ii) the challenges to traditional patient-doctor relationships and long-held assumptions about privacy, identity and autonomy, as well as to the functioning of healthcare institutions. …”
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LorDist: a novel method for calculating the distance based on functional data analysis with application to longitudinal microbial data by Xinhe Qi, Menghan Zhang, Tongqing Wei, Jinran Lin, Xingming Zhao, Yin Yao, Yueqing Hu, Yan Zheng

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Research on Electrical Equipment Big Data Mobile Laboratory Based on Power Grid Cloud Data Management and Its Application by WU Hao, XU Xiao, PENG Zinan, GUO Ninghui, WANG Qifeng

“…Aiming at the problems of low efficiency, low level of intelligent operation and low level of data informatization application encountered in the current substation equipment test operation, a mobile laboratory platform based on grid cloud data management was developed. …”
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Navigating the data frontier in science assessment: Advancing data augmentation strategies for machine learning applications with generative artificial intelligence by Paul P. Martin, Nicole Graulich

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TSPDB: a curated resource of tailspike proteins with potential applications in phage research by Opeyemi U. Lawal, Lawrence Goodridge

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Identifying Suitability for Data Reduction in Imbalanced Time-Series Datasets by Dominic Sanderson, Tatiana Kalganova

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Use of Data Mining for Intelligent Evaluation of Imputation Methods by David Red, Carlos R. Primorac

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Review and prospect of floating car data research in transportation by Chi Zhang, Yuming Zhou, Min Zhang, Bo Wang, Yuhan Nie

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Research on Big Data Strategy of Telecom Carriers Based on Information Value Chain Theory by Chengyi Tao, Xiaomei Ma

Subjects: “…big data;information value chain;telecom carrier;big data application…”
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Social media applications in biomedical research by Md Sadique Hussain, Devesh Tewari

“…In the realm of research, social media provides extensive opportunities for data collection, analysis, and collaboration, although challenges persist regarding privacy, data accuracy, and ethical considerations. …”
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Application of variance analysis in experimental pharmacology by I. B. Tsorin

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DATA SHARING: A NEW EDITORIAL INITIATIVE OF THE INTERNATIONAL COMMITTEE OF MEDICAL JOURNAL EDITORS. IMPLICATIONS FOR THE EDITORS´ NETWORK by Fernando Alfonso, Mikael Sander, Evgeny Shlyakhto, Bilgin Timuralp, Dimitris Tousoulis, Dilek Ural, Ernst E. van der Wall, Albert Varga, Thomas F. Lüscher, Karlen Adamyan, Jean-Yves Artigou, Michael Aschermann, Michael Boehm, Alfonso Buendia, Pao-Hsien Chu, Ariel Cohen, Mirza Diliç, Anton Doubell, Dario Echeverri, Nuray Enç, Ignacio Ferreira González, Krzysztof J. Filipiak, Eckart Fleck, Plamen Gatzov, Carmen Ginghina, Lino Goncalves, Habib Haouala, Mahmoud Hassanein, Gerd Heusch, Kurt Huber, Ivan Hulín, Mario Ivanusa, Rungroj Krittayaphong, Chu-Pak Lau, Germanas Marinskis, Livio Dei Cas, Luiz Felipe Moreira, Tuomo Nieminen, Latifa Oukerraj, Stefan Perings, Luc Pierard, Tatjana Potpara, Walter Reyes-Caorsi, Se-Joong Rim, Olaf Rødevand, Georges Saade

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Characterization of regional influenza seasonality patterns in China and implications for vaccination strategies: spatio-temporal modeling of surveillance data. by Hongjie Yu, Wladimir J Alonso, Luzhao Feng, Yi Tan, Yuelong Shu, Weizhong Yang, Cécile Viboud

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Within-hospital Temporal Clustering of Postoperative Complications and Implications for Safety Monitoring and Benchmarking Using ACS-NSQIP Data by Mark E. Cohen, PhD, Yaoming Liu, PhD, Clifford Y. Ko, MD, MS, MSHS, FACS, Bruce L. Hall, MD, PhD, MBA, FACS

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Cosmological implications of f(R,Σ,T) gravity: A unified approach using OHD and SN ia data by N. Myrzakulov, S.H. Shekh, Anirudh Pradhan

“…This paper investigates the cosmological implications of the modified gravity framework known as f(R,Σ,T) gravity, focusing on its potential to unify and extend current cosmological models. …”
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