{"product_id":"mobility-patterns-big-data-and-transport-analytics-tools-and-applications-for-modeling-paperback-9780128129708","title":"Mobility Patterns, Big Data and Transport Analytics; Tools and Applications for Modeling (Paperback) 9780128129708","description":"\u003cfont face=\"Georgia\"\u003e\r\n\u003cp\u003e\u003cfont size=\"6\"\u003eMobility Patterns, Big Data and Transport Analytics\u003c\/font\u003e\u003cbr\u003e\r\n\u003cfont size=\"5\"\u003eTools and Applications for Modeling\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cem\u003e\u003cp\u003eExplores big data and its effects on transportation modeling and transportation systems\u003c\/p\u003e\u003c\/em\u003e\u003c\/p\u003e\r\n\r\n\r\n\u003cp\u003e\u003cfont size=\"4\"\u003eConstantinos Antoniou (Edited by), Loukas Dimitriou (Edited by), Francisco Pereira (Edited by)\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e9780128129708, Elsevier Science\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003ePaperback, published 27 November 2018\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e452 pages\u003cbr\u003e22.9 x 15.1 x 2.8 cm, 0.68 kg\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\r\n\r\n\r\n\r\n\u003cp align=\"justify\"\u003e\u003cstrong\u003e\u003cfont size=\"3\"\u003e\u003cp\u003e\u003ci\u003eMobility Patterns, Big Data and Transport Analytics\u003c\/i\u003e provides a guide to the new analytical framework and its relation to big data, focusing on capturing, predicting, visualizing and controlling mobility patterns - a key aspect of transportation modeling. The book features prominent international experts who provide overviews on new analytical frameworks, applications and concepts in mobility analysis and transportation systems. Users will find a detailed, mobility ‘structural’ analysis and a look at the extensive behavioral characteristics of transport, observability requirements and limitations for realistic transportation applications and transportation systems analysis that are related to complex processes and phenomena.\u003c\/p\u003e  \u003cp\u003eThis book bridges the gap between big data, data science, and transportation systems analysis with a study of big data’s impact on mobility and an introduction to the tools necessary to apply new techniques.\u003c\/p\u003e  \u003cp\u003eThe book covers in detail, mobility ‘structural’ analysis (and its dynamics), the extensive behavioral characteristics of transport, observability requirements and limitations for realistic transportation applications, and transportation systems analysis related to complex processes and phenomena. The book bridges the gap between big data, data science, and Transportation Systems Analysis with a study of big data’s impact on mobility, and an introduction to the tools necessary to apply new techniques.\u003c\/p\u003e\u003c\/font\u003e\u003c\/strong\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e1. Big Data and Transport Analytics: An Introduction Constantinos Antoniou, Loukas Dimitriou and Francisco Camara Pereira\u003cbr\u003e1 Introduction\u003cbr\u003e2 Book Structure\u003cbr\u003e\u003cb\u003ePart I: Methodological\u003cbr\u003e\u003c\/b\u003e2. Machine Learning Fundamentals\u003cbr\u003eFrancisco Camara Pereira and Stanislav S. Borysov\u003cbr\u003e3. Using Semantic Signatures for Social Sensing in Urban Environments\u003cbr\u003eKrzysztof Janowicz, Grant McKenzie, Yingjie Hu, Rui Zhu and Song Gao\u003cbr\u003e4. Geographic Space as a Living Structure for Predicting Human Activities Using Big Data\u003cbr\u003eBin Jiang and Zheng Ren\u003cbr\u003e5. Data Preparation\u003cbr\u003eKristian Henrickson, Filipe Rodrigues and Francisco Camara Pereira\u003cbr\u003e6. Data Science and Data Visualization\u003cbr\u003eMichalis Xyntarakis and Constantinos Antoniou\u003cbr\u003e7. Model-Based Machine Learning for Transportation\u003cbr\u003eInon Peled, Filipe Rodrigues and Francisco Camara Pereira\u003cbr\u003e8. Textual Data in Transportation Research: Techniques and Opportunities\u003cbr\u003eAseem Kinra, Samaneh Beheshti Kashi, Francisco Camara Pereira, Francois Combes and Werner Rothengatter\u003cbr\u003e\u003cb\u003ePart II: Applications\u003c\/b\u003e\u003cbr\u003e9. Statewide Comparison of Origin-Destination Matrices Between California Travel Model and Twitter\u003cbr\u003eJae Hyun Lee, Adam Davis, Elizabeth McBride and Konstadinos G. Goulias\u003cbr\u003e10. Transit Data Analytics for Planning, Monitoring, Control, and Information\u003cbr\u003eHaris N. Koutsopoulos, Zhenliang Ma, Peyman Noursalehi and Yiwen Zhu\u003cbr\u003e11. Data-Driven Traffic Simulation Models: Mobility Patterns Using Machine Learning Techniques\u003cbr\u003eVasileia Papathanasopoulou, Constantinos Antoniou and Haris N. Koutsopoulos\u003cbr\u003e12. Big Data and Road Safety: A Comprehensive Review\u003cbr\u003e13. A Back-Engineering Approach to Explore Human Mobility Patterns Across Megacities Using Online Traffic Maps\u003cbr\u003e14. Pavement Patch Defects Detection and Classification Using Smartphones, Vibration Signals and Video Images\u003cbr\u003eSymeon E. Christodoulou, Charalambos Kyriakou and George Hadjidemetriou\u003cbr\u003e15. Collaborative Positioning for Urban Intelligent Transportation Systems (ITS) and Personal Mobility (PM): Challenges and Perspectives\u003cbr\u003eVassilis Gikas, Guenther Retscher and Allison Kealy\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003eSubject Areas: Operational research [\u003ca title=\"See our other books on Operational research\" href=\"https:\/\/freshlyprintedbooks.co.uk\/search?q=%22Operational%20research%20%5BKJT%5D%22\"\u003eKJT\u003c\/a\u003e], Social issues \u0026amp; processes [\u003ca title=\"See our other books on Social issues \u0026amp; processes\" href=\"https:\/\/freshlyprintedbooks.co.uk\/search?q=%22Social%20issues%20\u0026amp;%20processes%20%5BJFF%5D%22\"\u003eJFF\u003c\/a\u003e]\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\r\n\u003c\/font\u003e","brand":"Elsevier","offers":[{"title":"Default Title","offer_id":46648712167704,"sku":"9780128129708","price":75.79,"currency_code":"GBP","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0730\/2037\/5320\/products\/9780128129708.jpg?v=1694093501","url":"https:\/\/freshlyprintedbooks.co.uk\/products\/mobility-patterns-big-data-and-transport-analytics-tools-and-applications-for-modeling-paperback-9780128129708","provider":"Freshly Printed Books","version":"1.0","type":"link"}