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    3. Data-driven

    Data-driven Analytics for Sustainable Buildings and Cities: From Theory to Application (Repost)

    Posted By: AvaxGenius
    Date: 16 Apr 2025 22:40:33
    Data-driven Analytics for Sustainable Buildings and Cities: From Theory to Application (Repost)

    Data-driven Analytics for Sustainable Buildings and Cities: From Theory to Application by Xingxing Zhang
    English | EPUB | 2021 | 446 Pages | ISBN : 9811627770 | 121.5 MB

    This book explores the interdisciplinary and transdisciplinary fields of energy systems, occupant behavior, thermal comfort, air quality and economic modelling across levels of building, communities and cities, through various data analytical approaches. It highlights the complex interplay of heating/cooling, ventilation and power systems in different processes, such as design, renovation and operation, for buildings, communities and cities. Methods from classical statistics, machine learning and artificial intelligence are applied into analyses for different building/urban components and systems.
    Details

    Framing Futures in Postdigital Education: Critical Concepts for Data-driven Practices

    Posted By: roxul
    Date: 21 Jul 2024 20:22:21
    Framing Futures in Postdigital Education: Critical Concepts for Data-driven Practices

    Anders Buch, "Framing Futures in Postdigital Education: Critical Concepts for Data-driven Practices "
    English | ISBN: 3031586212 | 2024 | 277 pages | EPUB, PDF | 5 MB + 5 MB
    Details

    Data-Driven Scheduling of Semiconductor Manufacturing Systems

    Posted By: AvaxGenius
    Date: 21 May 2023 05:06:55
    Data-Driven Scheduling of Semiconductor Manufacturing Systems

    Data-Driven Scheduling of Semiconductor Manufacturing Systems by Li Li , Qingyun Yu , Kuo-Yi Lin , Yumin Ma , Fei Qiao
    English | PDF EPUB (True) | 2023 | 276 Pages | ISBN : 9811975876 | 27.4 MB

    This book systematically discusses the intelligent scheduling problem of complex semiconductor manufacturing systems from theory to method and then to application. The main contents include data-driven scheduling framework of semiconductor manufacturing system, data preprocessing of semiconductor manufacturing system, correlation analysis of performance index of semiconductor production line, intelligent release control strategy, dynamic dispatching rules simulating pheromone mechanism, and load balancing dynamic scheduling of semiconductor production line, performance index-driven dynamic scheduling method of semiconductor production line, scheduling trend of semi-conductor manufacturing system in big data environment.
    Details

    Computational Epidemiology: Data-Driven Modeling of COVID-19

    Posted By: AvaxGenius
    Date: 23 Sep 2021 00:02:57
    Computational Epidemiology: Data-Driven Modeling of COVID-19

    Computational Epidemiology: Data-Driven Modeling of COVID-19 by Ellen Kuhl
    English | PDF | 2021 | 315 Pages | ISBN : 3030828891 | 24.4 MB

    This innovative textbook brings together modern concepts in mathematical epidemiology, computational modeling, physics-based simulation, data science, and machine learning to understand one of the most significant problems of our current time, the outbreak dynamics and outbreak control of COVID-19. It teaches the relevant tools to model and simulate nonlinear dynamic systems in view of a global pandemic that is acutely relevant to human health.
    Details

    Advances in Manufacturing, Production Management and Process Control

    Posted By: AvaxGenius
    Date: 11 Jul 2021 11:49:53
    Advances in Manufacturing, Production Management and Process Control

    Advances in Manufacturing, Production Management and Process Control: Proceedings of the AHFE 2021 Virtual Conferences on Human Aspects of Advanced Manufacturing, Advanced Production Management and Process Control, and Additive Manufacturing, Modeling Systems and 3D Prototyping, July 25-29, 2021, USA by Stefan Trzcielinski
    English | PDF,EPUB | 2021 | 490 Pages | ISBN : 3030804615 | 71.6 MB

    This book provides readers with a timely snapshot of human factors research and methods fostering a better integration of technologies and humans during the whole manufacturing cycle, giving a special emphasis to the quality and safety of the industrial environment for workers, the efficiency of the manufacturing processes itself, the quality of the final product, and its distribution to and use by the customers.
    Details

    Conversational AI: Dialogue Systems, Conversational Agents, and Chatbots

    Posted By: Underaglassmoon
    Date: 13 Jan 2021 00:34:41
    Conversational AI: Dialogue Systems, Conversational Agents, and Chatbots

    Conversational AI: Dialogue Systems, Conversational Agents, and Chatbots
    Morgan & Claypool | English | 2021 | ISBN-10: 1636390315 | 251 pages | PDF | 9.30 MB

    by Michael McTear (Author)
    This book provides a comprehensive introduction to Conversational AI
    Details

    Technological Paradigms and Digital Eras: Data-driven Visions for Building Design (Repost)

    Posted By: AvaxGenius
    Date: 26 Feb 2020 22:11:29
    Technological Paradigms and Digital Eras: Data-driven Visions for Building Design (Repost)

    Technological Paradigms and Digital Eras: Data-driven Visions for Building Design by Giacomo Chiesa
    English | PDF,EPUB | 2020 | 207 Pages | ISBN : 3030261980 | 67.71 MB

    The book connects the ICT and the architectural worlds, analyzing modeling, materialization and data-driven visions for design issues at different scales. Furthermore, using sample modeling and materialization tools, it explores the links between performance-driven design approaches and the application of new digital technologies. Intended for architects and urbanists, it provides a theoretical framework to address the implications of the digital revolution in building design and operation. Furthermore, combining insights from IT and ICT with architectural and urban design know-how, it offers engineering professionals a technology-driven interpretation of the building design field.
    Details
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