Meta–Algorithmics – Patterns for Robust, Low Cost, High Quality Systems: IEEE Press
Autor SJ Simskeen Limba Engleză Hardback – 4 iul 2013
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Specificații
ISBN-13: 9781118343364
ISBN-10: 1118343360
Pagini: 386
Dimensiuni: 171 x 265 x 23 mm
Greutate: 0.74 kg
Editura: Wiley
Seria IEEE Press
Locul publicării:Chichester, United Kingdom
ISBN-10: 1118343360
Pagini: 386
Dimensiuni: 171 x 265 x 23 mm
Greutate: 0.74 kg
Editura: Wiley
Seria IEEE Press
Locul publicării:Chichester, United Kingdom
Public țintă
Primary: Computer scientists; Electrical Engineers; Researchers; Analytics Engineers; Intelligent System Designers; Data Mining ProfessionalsSecondary: Computer Science and Electrical Engineering senior undergraduate and postgraduate students
Cuprins
Notă biografică
Steven J. Simske, Hewlett-Packard Labs, Colorado, USA Dr Simske is currently Director of the Document Ecosystem Lab, at Hewlett-Packard Labs, Colorado, USA. He has been working in algorithms, imaging, machine learning and classification for the past 20 years. As an engineer at HP Labs, he has designed, developed and shipped products associated with a very broad array of domains--document understanding, image segmentation and understanding, speech recognition, medical signal processing and imaging, biometrics, natural language processing, surveillance, optical character recognition, security analytics and security printing. The advantages of systematic meta-algorithmic approaches to the robustness, accuracy, cost and/or other system features which is the focus of the book has been evident across these domains. Dr. Simske is an HP Fellow, IS&T Fellow and IEEE Senior Member. He has published 300 articles and book chapters; and holds 45 US Patents primarily in the areas of classification, machine learning, and large system design and development.
Descriere
The confluence of cloud computing, parallelism and advanced machine intelligence approaches has created a world in which the optimum knowledge system will usually be architected from the combination of two or more knowledge-generating systems.