{"product_id":"road-traffic-modeling-and-management-using-statistical-monitoring-and-deep-learning-paperback-9780128234327","title":"Road Traffic Modeling and Management; Using Statistical Monitoring and Deep Learning (Paperback) 9780128234327","description":"\u003cfont face=\"Georgia\"\u003e\r\n\u003cp\u003e\u003cfont size=\"6\"\u003eRoad Traffic Modeling and Management\u003c\/font\u003e\u003cbr\u003e\r\n\u003cfont size=\"5\"\u003eUsing Statistical Monitoring and Deep Learning\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cem\u003eApplies deep leaning and advanced statistical methods for more efficient road traffic monitoring, modeling, and forecasting management\u003c\/em\u003e\u003c\/p\u003e\r\n\r\n\r\n\u003cp\u003e\u003cfont size=\"4\"\u003eFouzi Harrou (Author), Abdelhafid Zeroual (Author), Mohamad Mazen Hittawe (Author), Ying Sun (Author)\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e9780128234327, Elsevier Science\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003ePaperback, published 8 October 2021\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e268 pages\u003cbr\u003e22.9 x 15.2 x 1.8 cm, 0.14 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\u003ci\u003eRoad Traffic Modeling and Management: Using Statistical Monitoring and Deep Learning\u003c\/i\u003e provides a framework for understanding and enhancing road traffic monitoring and management. The book examines commonly used traffic analysis methodologies as well the emerging methods that use deep learning methods. Other sections discuss how to understand statistical models and machine learning algorithms and how to apply them to traffic modeling, estimation, forecasting and traffic congestion monitoring. Providing both a theoretical framework along with practical technical solutions, this book is ideal for researchers and practitioners who want to improve the performance of intelligent transportation systems.\u003c\/font\u003e\u003c\/strong\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003e\u003cp\u003e1. Introduction 2. Road Traffic Modeling 3. Road Traffic Density Estimation 4. Traffic Congestion Detection: Model-based Techniques 5. Traffic Congestion Detection: Data-based Techniques 6. Traffic Management: Recurrent and Convolutional Neural Networks 7. Conclusion\u003c\/p\u003e\u003c\/font\u003e\u003c\/p\u003e\r\n\r\n\u003cp\u003e\u003cfont size=\"3\"\u003eSubject Areas: Transport: general interest [\u003ca title=\"See our other books on Transport: general interest\" href=\"https:\/\/freshlyprintedbooks.co.uk\/search?q=%22Transport:%20general%20interest%20%5BWG%5D%22\"\u003eWG\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":46650302857496,"sku":"9780128234327","price":84.59,"currency_code":"GBP","in_stock":false}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0730\/2037\/5320\/products\/9780128234327.jpg?v=1694107364","url":"https:\/\/freshlyprintedbooks.co.uk\/products\/road-traffic-modeling-and-management-using-statistical-monitoring-and-deep-learning-paperback-9780128234327","provider":"Freshly Printed Books","version":"1.0","type":"link"}