{"product_id":"9781118893760","title":"Activity Learning Discovering, Recognizing, and Predicting Human Behavior from Sensor Data","description":"\u003ch3\u003eWiley Series on Parallel and Distributed Computing\u003c\/h3\u003e\u003ch1\u003eActivity Learning\u003c\/h1\u003e\u003ch2\u003eDiscovering, Recognizing, and Predicting Human Behavior from Sensor Data\u003c\/h2\u003e\u003ch3\u003eDiane J. Cook | Narayanan C. Krishnan\u003c\/h3\u003e\u003cdiv\u003e\u003cb\u003eTechnology \u0026amp; Engineering \/ Electronics \/ Digital\u003c\/b\u003e\u003c\/div\u003e\u003cbr\u003e\u003cdiv\u003e\n\u003cp\u003e\u003cb\u003eDefines the notion of an activity model learned from sensor data and presents key algorithms that form the core of the field\u003c\/b\u003e\u003c\/p\u003e \u003cp\u003e\u003ci\u003eActivity Learning: Discovering, Recognizing and Predicting Human Behavior from Sensor Data\u003c\/i\u003e provides an in-depth look at computational approaches to activity learning from sensor data. Each chapter is constructed to provide practical, step-by-step information on how to analyze and process sensor data. The book discusses techniques for activity learning that include the following:\u003c\/p\u003e \u003cul\u003e \u003cli\u003eDiscovering activity patterns that emerge from behavior-based sensor data\u003c\/li\u003e \u003cli\u003eRecognizing occurrences of predefined or discovered activities in real time\u003c\/li\u003e \u003cli\u003ePredicting the occurrences of activities\u003c\/li\u003e \u003c\/ul\u003e \u003cp\u003eThe techniques covered can be applied to numerous fields, including security, telecommunications, healthcare, smart grids, and home automation. An online companion site enables readers to experiment with the techniques described in the book, and to adapt or enhance the techniques for their own use.\u003cbr\u003e\u003cbr\u003eWith an emphasis on computational approaches, \u003ci\u003eActivity Learning: Discovering, Recognizing, and Predicting Human Behavior from Sensor Data\u003c\/i\u003e provides graduate students and researchers with an algorithmic perspective to activity learning.\u003c\/p\u003e\n\u003c\/div\u003e\u003cdiv\u003e  \u003cp\u003e\u003cb\u003eDIANE J. COOK, PhD,\u003c\/b\u003e is a professor in the School of Electrical Engineering and Computer Science at Washington State University, USA. Her research relating to artificial intelligence and data mining have been supported by grants from the National Science Foundation, the National Institutes of Health, NASA, DARPA, USAF, NRL, and DHS. She is the co-author of \u003ci\u003eMining Graph Data\u003c\/i\u003e and \u003ci\u003eSmart Environments\u003c\/i\u003e, both published by Wiley. Dr. Cook is an IEEE fellow and a member of AAAI. \u003c\/p\u003e\n\u003cp\u003e\u003cb\u003eNARAYANAN C. KRISHNAN, PhD,\u003c\/b\u003e is a faculty member of the Department of Computer Science and Engineering at the Indian Institute of Technology Ropar, India. His research focuses on activity recognition, pervasive computing, and applied machine learning. Dr. Krishnan received the gold medal for academic excellence in Masters of Technology in Computer Science in 2004 and was nominated for the Best PhD Thesis Award at Arizona State University in 2010. \u003c\/p\u003e\n\u003c\/div\u003e\u003cbr\u003e\u003ctable\u003e\n\u003ctr\u003e\n\u003ctd\u003ePublication Date: \u003c\/td\u003e\n\u003ctd\u003e23 February 2015\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003ePublisher: \u003c\/td\u003e\n\u003ctd\u003eWiley\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eImprint: \u003c\/td\u003e\n\u003ctd\u003eWiley\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eISBN-13: \u003c\/td\u003e\n\u003ctd\u003e9781118893760\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eFormat: \u003c\/td\u003e\n\u003ctd\u003eHardback\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003ePage Count: \u003c\/td\u003e\n\u003ctd\u003e288\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eWeight (oz): \u003c\/td\u003e\n\u003ctd\u003e20.8\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003c\/table\u003e","brand":"Wiley","offers":[{"title":"Default Title","offer_id":44377813844108,"sku":"9781118893760","price":118.76,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9781118893760.jpg?v=1780163595","url":"https:\/\/fh90cf-fv.myshopify.com\/products\/9781118893760","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}