{"product_id":"9781119951520","title":"Autonomous Learning Systems From Data Streams to Knowledge in Real-time","description":"\u003ch1\u003eAutonomous Learning Systems\u003c\/h1\u003e\u003ch2\u003eFrom Data Streams to Knowledge in Real-time\u003c\/h2\u003e\u003ch3\u003ePlamen Angelov\u003c\/h3\u003e\u003cdiv\u003e\u003cb\u003eScience \/ System Theory\u003c\/b\u003e\u003c\/div\u003e\u003cbr\u003e\u003cdiv\u003e\n\u003cp\u003e\u003ci\u003eAutonomous Learning Systems\u003c\/i\u003e is the result of over a decade of focused research and studies in this emerging area which spans a number of well-known and well-established disciplines that include machine learning, system identification, data mining, fuzzy logic, neural networks, neuro-fuzzy systems, control theory and pattern recognition. The evolution of these systems has been both industry-driven with an increasing demand from sectors such as defence and security, aerospace and advanced process industries, bio-medicine and intelligent transportation, as well as research-driven – there is a strong trend of innovation of all of the above well-established research disciplines that is linked to their on-line and real-time application; their adaptability and flexibility.\u003c\/p\u003e \u003cp\u003eProviding an introduction to the key technologies, detailed technical explanations of the methodology, and an illustration of the practical relevance of the approach with a wide range of applications, this book addresses the challenges of autonomous learning systems with a systematic approach that lays the foundations for a fast growing area of research that will underpin a range of technological applications vital to both industry and society. \u003c\/p\u003e \u003cp\u003eKey features: \u003c\/p\u003e \u003cul\u003e \u003cli\u003ePresents the subject systematically from explaining the fundamentals to illustrating the proposed approach with numerous applications.\u003c\/li\u003e \u003cli\u003eCovers a wide range of applications in fields including unmanned vehicles\/robotics, oil refineries, chemical industry, evolving user behaviour and activity recognition.\u003c\/li\u003e \u003cli\u003eReviews traditional fields including clustering, classification, control, fault detection and anomaly detection, filtering and estimation through the prism of evolving and autonomously learning mechanisms.\u003c\/li\u003e \u003cli\u003eAccompanied by a website hosting additional material, including the software toolbox and lecture notes.\u003c\/li\u003e \u003c\/ul\u003e \u003cp\u003e\u003ci\u003eAutonomous Learning Systems\u003c\/i\u003e provides a ‘one-stop shop’ on the subject for academics, students, researchers and practicing engineers. It is also a valuable reference for Government agencies and software developers.\u003c\/p\u003e\n\u003c\/div\u003e\u003cdiv\u003e  \u003cp\u003e\u003cstrong\u003ePlamen Parvanov Angelov, Lancaster University, UK\u003c\/strong\u003e\u003cbr\u003ePlamen Parvanov is a senior lecturer in the School of Computing and Communications at Lancaster University. He is an Associate Editor of three international journals and the founding co-Editor-in-Chief of the Springer journal \u003cem\u003eEvolving Systems\u003c\/em\u003e. He is also the Vice Chair of the Technical Committee on Standards, Computational Intelligence Society, IEEE and co-Chair of several IEEE conferences. His research in UAV\/UAS is often publicised in external publications, e.g. the prestigious \u003cem\u003eComputational Intelligence Magazine\u003c\/em\u003e; \u003cem\u003eAviation Week\u003c\/em\u003e, \u003cem\u003eFlight Global\u003c\/em\u003e, \u003cem\u003eAirframer\u003c\/em\u003e, \u003cem\u003eFlight International\u003c\/em\u003e, etc. His research focuses on computational intelligence and evolving systems, and his research in to autonomous systems has received worldwide recognition. As the Principle Investigator at Lancaster University for a team working on UAV Sense and Avoid fortwo projects of ASTRAEA his work was recognised by 'The Engineer Innovation and Technology 2008 Award in two categories: i) Aerospace and Defence and ii) The Special Award which is an outstanding achievement. \u003c\/p\u003e\n\u003c\/div\u003e\u003cbr\u003e\u003ctable\u003e\n\u003ctr\u003e\n\u003ctd\u003ePublication Date: \u003c\/td\u003e\n\u003ctd\u003e29 January 2013\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\u003e9781119951520\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\u003e304\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003ctr\u003e\n\u003ctd\u003eWeight (oz): \u003c\/td\u003e\n\u003ctd\u003e21.44\u003c\/td\u003e\n\u003c\/tr\u003e\n\u003c\/table\u003e","brand":"Wiley","offers":[{"title":"Default Title","offer_id":44312526323852,"sku":"9781119951520","price":139.45,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0710\/9545\/1788\/files\/9781119951520_ce402d39-a175-4ab1-a71e-9c1537cda35f.jpg?v=1781091719","url":"https:\/\/lateknightbooks.com\/products\/9781119951520","provider":"Late Knight Books and Services, LLC","version":"1.0","type":"link"}