Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Book Chapter Book Chapter Faculty Publications- Book Chapter Dublin Core The Dublin Core metadata element set is common to all Omeka records, including items, files, and collections. For more information see, http://dublincore.org/documents/dces/. Title A name given to the resource Integration of Intelligent System and Big Data Environment to Find the Energy Utilization in Smart Public Buildings Subject The topic of the resource big data platforms; deep learning; energy usage; ML algorithms; Smart cities Description An account of the resource Buildings are the leading consumer of energy in the setting of smart cities, and public structures such as hospitals, schools, government offices, and additional institutions have high energy needs owing to their frequent use. However, there needs to be adequate use of the latest innovations in machine learning inside the big data context in this field. Controlling the energy efficiency of public subdivisions is a crucial aspect of the smart city concept. This chapter aims to address the challenge of integrating big data platforms and machine learning algorithms into an intelligent system for this purpose to forecast how much energy various Croatian government buildings will consume, prediction models were constructed using deep learning neural networks, Rpart regression tree models, and random forests using variable reduction techniques. The evaluation of all three techniques considered critical aspects, and the random forest methodology yielded the most precise model. The MERIDA intelligent system aims to enhance energy efficiency in public buildings by integrating big data and predictive algorithms. This research examines the technological requirements for a platform that facilitates public administration in planning public building reconstruction, reducing energy consumption and expenses, and connecting intelligent public buildings in smart cities. Digitizing energy management may improve public administration efficiency, service quality, and environmental health. 2025 Scrivener Publishing LLC. All rights reserved. Creator An entity primarily responsible for making the resource Bhardwaj S.; Sampath B.; Kosimov L.; Kosimova S. Source A related resource from which the described resource is derived Sustainable Smart Homes and Buildings with Internet of Things, pp. 167-186. Publisher An entity responsible for making the resource available wiley Date A point or period of time associated with an event in the lifecycle of the resource 2024-01-01 Identifier An unambiguous reference to the resource within a given context <a href="https://doi.org/10.1002/9781394231522.ch10" target="_blank" rel="noreferrer noopener">https://doi.org/10.1002/9781394231522.ch10</a> <br /><br /><a href="https://www.scopus.com/inward/record.uri?eid=2-s2.0-85214620079&amp;doi=10.1002%2F9781394231522.ch10&amp;partnerID=40&amp;md5=14a27f33dd62b229336569c756eeea94" target="_blank" rel="noreferrer noopener">https://www.scopus.com/inward/record.uri?eid=2-s2.0-85214620079&amp;doi=10.1002%2f9781394231522.ch10&amp;partnerID=40&amp;md5=14a27f33dd62b229336569c756eeea94</a> Rights Information about rights held in and over the resource Restricted Access Relation A related resource ISBN: 978-139423152-2; 978-139423148-5 Format The file format, physical medium, or dimensions of the resource Online Language A language of the resource English Type The nature or genre of the resource Book chapter Coverage The spatial or temporal topic of the resource, the spatial applicability of the resource, or the jurisdiction under which the resource is relevant Bhardwaj S., Department of Computer Applications, RIMT University, Punjab, India; Sampath B., School of Business Management, Christ (Deemed to be) University, Bannerghatta Road Campus, Karnataka, Bangalore, India; Kosimov L., Department of Education Quality Control, Fergana Polytechnic Institute, Fergana, Uzbekistan; Kosimova S., Department of Architecture, Fergana Polytechnic Institute, Fergana, Uzbekistan