{"product_id":"autonomous-learning-systems-plamen-angelov-9781119951520","title":"Autonomous Learning Systems: From Data Streams to Knowledge in Real-Time","description":"\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","brand":"Wiley","offers":[{"title":"Default Title","offer_id":50268910420161,"sku":"9781119951520","price":149.95,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0781\/5512\/0833\/files\/9781119951520.jpg?v=1779993683","url":"https:\/\/www.porchlightbooks.com\/products\/autonomous-learning-systems-plamen-angelov-9781119951520","provider":"Porchlight Book Company","version":"1.0","type":"link"}