ANALYTICS

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  • 期刊=IEEE/CAA Journal of Automatica Sinicax
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Orientation and Decision-Making for Soccer Based on Sports Analytics and AI:A Systematic Review
《IEEE/CAA Journal of Automatica Sinica》2024年第1期37-57,共21页Zhiqiang Pu Yi Pan Shijie Wang Boyin Liu Min Chen Hao Ma Yixiong Cui 
supported by the National Key Research,Development Program of China (2020AAA0103404);the Beijing Nova Program (20220484077);the National Natural Science Foundation of China (62073323)。
Due to ever-growing soccer data collection approaches and progressing artificial intelligence(AI) methods, soccer analysis, evaluation, and decision-making have received increasing interest from not only the professio...
关键词：Artificial intelligence(AI) DECISION-MAKING FOOTBALL review SOCCER sports analytics 
Toward Data-Driven Digital Therapeutics Analytics:Literature Review and Research Directions被引量：1
《IEEE/CAA Journal of Automatica Sinica》2023年第1期42-66,共25页Uichin Lee Gyuwon Jung Eun-Yeol Ma Jin San Kim Heepyung Kim Jumabek Alikhanov Youngtae Noh Heeyoung Kim 
supported by Basic Science Research Program through the National Research Foundation of Korea(NRF)funded by the Korea government(MSIT)(2020R1A4A1018774)。
With the advent of digital therapeutics(DTx),the development of software as a medical device(SaMD)for mobile and wearable devices has gained significant attention in recent years.Existing DTx evaluations,such as rando...
关键词：Causal inference data-driven analytics framework digital therapeutics(DTx) mobile and wearable data technical and behavioral engagement 
Editorial: Evolution from AI, IoT and Big Data Analytics to Metaverse被引量：2
《IEEE/CAA Journal of Automatica Sinica》2022年第12期2041-2042,共2页MengChu Zhou 
Time flies.Since I took over the Editor-in-Chief position from this journal’s founding Editor-in-Chief,Professor Fei-Yue Wang in 2018,five years has past just like a second.Looking back from today,as a team,we,includ...
关键词：JOURNAL FOUNDING OVERCOME 
Big Data Analytics in Healthcare——A Systematic Literature Review and Roadmap for Practical Implementation被引量：2
《IEEE/CAA Journal of Automatica Sinica》2021年第1期1-22,共22页Sohail Imran Tariq Mahmood Ahsan Morshed Timos Sellis 
supported by two research grants provided by the Karachi Institute of Economics and Technology(KIET);the Big Data Analytics Laboratory at the Insitute of Business Administration(IBAKarachi)。
The advent of healthcare information management systems(HIMSs)continues to produce large volumes of healthcare data for patient care and compliance and regulatory requirements at a global scale.Analysis of this big da...
关键词：Big data analytics(BDA) big data architecture healthcare NoSQL data stores patient care ROADMAP systematic literature review 
Latent Variable Regression for Supervised Modeling and Monitoring被引量：5
《IEEE/CAA Journal of Automatica Sinica》2020年第3期800-811,共12页Qinqin Zhu 
supported by the Chemical Engineering Department at the University of Waterloo。
A latent variable regression algorithm with a regularization term(r LVR) is proposed in this paper to extract latent relations between process data X and quality data Y. In rLVR,the prediction error between X and Y is...
关键词：Data ANALYTICS inferential MONITORING LATENT VARIABLE regression REGULARIZATION 
Big Data Analytics in Telecommunications: Literature Review and Architecture Recommendations被引量：6
《IEEE/CAA Journal of Automatica Sinica》2020年第1期18-38,共21页Hira Zahid Tariq Mahmood Ahsan Morshed Timos Sellis 
supported in part by the Big Data Analytics Laboratory(BDALAB)at the Institute of Business Administration under the research grant approved by the Higher Education Commission of Pakistan(www.hec.gov.pk);the Darbi company(www.darbi.io)
This paper focuses on facilitating state-of-the-art applications of big data analytics(BDA) architectures and infrastructures to telecommunications(telecom) industrial sector.Telecom companies are dealing with terabyt...
关键词：Big data analytics BDA pipeline BDA technology stack lambda architecture python systematic literature review telecommunications 
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