LEADER 05269nam 22006015 450 001 9910768443303321 005 20251116200249.0 010 $a9789819955435 010 $a9819955432 024 7 $a10.1007/978-981-99-5543-5 035 $a(MiAaPQ)EBC30757754 035 $a(Au-PeEL)EBL30757754 035 $a(OCoLC)1401056373 035 $a(DE-He213)978-981-99-5543-5 035 $a(CKB)28328636000041 035 $a(EXLCZ)9928328636000041 100 $a20230927d2023 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aBig Data Analytics for Smart Urban Systems /$fby Saeid Pourroostaei Ardakani, Ali Cheshmehzangi 205 $a1st ed. 2023. 210 1$aSingapore :$cSpringer Nature Singapore :$cImprint: Springer,$d2023. 215 $a1 online resource (143 pages) 225 1 $aUrban Sustainability,$x2731-6491 311 08$aPrint version: Pourroostaei Ardakani, Saeid Big Data Analytics for Smart Urban Systems Singapore : Springer Singapore Pte. Limited,c2023 9789819955428 327 $aChapter 1. Introduction and editorial to the book -- Part 1. Big Data and Healthcare applications -- Chapter 2. The Correlation of Vaccination Progress and World- Wide immunity against COVID-19 -- Chapter 3. A Big Data Solution for Healthcare Infrastructure Development and the COVID-19 Prevention -- Chapter 4. A Federated Regression Analysis on Worldwide Mobility Trends During COVID-19 Early Stage -- Part 2. Big Data Solutions for Transportation Management -- Chapter 5. A Big Data approach for predicting Urban Transportation Cost -- Chapter 6. An Optimised Big Data Enabled Classification for Flight Status -- Chapter 7. A Time-series Classification of Freight Transport Data -- Part 3. Big Data Analysis Applications in Economy -- Chapter 8. A Multi-level Classification for Electronic Device Price -- Chapter 9. An Adaptive Feature Selection for Google App rating using Big Data solutions -- Chapter 10. A Time-series Pattern for Stock Market Prediction -- Part 4. Big Data Applications forSocial Networks -- Chapter 11. An Optimized Clustering Model for Healthcare Sentiments on Twitter -- Chapter 12. How COVID-19 Pandemic Influences Social Networks? -- Chapter 13. Google Store?s User Feedback Mining -- Part 5 -- Big Data Applications for Urban Environment Planning -- Chapter 14. Analysis of the Impact of Green Infrastructure on Carbon Monoxide Reduction -- Chapter 15. Big Data Analysis for UAV itinerary planning in Multi-Dimension Environments -- Chapter 16. Big Data Enabled Smart Home Applications a Carbon-zero World -- Chapter 17. Conclusions on Big Data Applications for contemporary and future urban sustainability research and practice. 330 $aBig Data Analytics for Smart Urban Systems aims to introduce Big data solutions for urban sustainability smart applications, particularly for smart urban systems. It focuses on intelligent big data which takes the benefits of machine learning to analyse large and rapidly changing datasets in smart urban systems. The state-of-the-art Big data analytics applications are presented and discussed to highlight the feasibility of big data and machine learning solutions to enhance smart urban systems, smart operations, urban management, and urban governance. The key benefits of this book are, (1) to introduce the principles of machine learning-enabled big data analysis in smart urban systems, (2) to present the state-of-the-art data analysis solutions in smart management and operations, and (3) to understand the principles of big data analytics for smart cities and communities. Endorsements ?Over the many years of collaboration between academia and industry, we noticed the common language is ?big data?; with that, we have developed novel ideas to bridge the gaps and help promote innovation, technologies, and science?. - Tian Tang, Independent Researcher, China ?Big Data Analytics is a fascinating research area, particularly for cities and city transformations. This book is valuable to those who think vigorously and aim to act ahead?. - Li Xie, Independent Researcher, China ?For urban critiques, knowledge trains aspiring opportunities toward outstanding manifestations. Smartness has evolved or/ advanced rambunctious & embracing realities along (with) novel directions and nurturing integrated city knowledge?. - Aaron Golden, SELECT Consultants, UK. 410 0$aUrban Sustainability,$x2731-6491 606 $aSustainability 606 $aQuantitative research 606 $aHuman geography 606 $aSustainability 606 $aData Analysis and Big Data 606 $aHuman Geography 615 0$aSustainability. 615 0$aQuantitative research. 615 0$aHuman geography. 615 14$aSustainability. 615 24$aData Analysis and Big Data. 615 24$aHuman Geography. 676 $a304.2 700 $aArdakani$b Saeid Pourroostaei$01765855 701 $aCheshmehzangi$b Ali$0849626 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910768443303321 996 $aBig Data Analytics for Smart Urban Systems$94493813 997 $aUNINA