Inbunden, Engelska, 2015

Multimedia Data Mining and Analytics

Disruptive Innovation

Av Aaron K. Baughman, Jiang Gao, Jia-Yu Pan, Valery A. Petrushin

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Beskrivning

This book provides fresh insights into the cutting edge of multimedia data mining, reflecting how the research focus has shifted towards networked social communities, mobile devices and sensors. The work describes how the history of multimedia data processing can be viewed as a sequence of disruptive innovations. Across the chapters, the discussion covers the practical frameworks, libraries, and open source software that enable the development of ground-breaking research into practical applications. Features: reviews how innovations in mobile, social, cognitive, cloud and organic based computing impacts upon the development of multimedia data mining; provides practical details on implementing the technology for solving real-world problems; includes chapters devoted to privacy issues in multimedia social environments and large-scale biometric data processing; covers content and concept based multimedia search and advanced algorithms for multimedia data representation, processing and visualization.

Produktinformation

Utgivningsdatum: 2015-04-10
Mått: 155 x 235 x 31 mm
Vikt: 812 g
Format: Inbunden
Språk: Engelska
Antal sidor: 454
Upplaga: 2015
Förlag: Springer International Publishing AG
ISBN: 9783319149974

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Mer information

Aaron K. Baughman is a member of the Special Events Group at IBM (USA) for World Wide Sports. Previously, he was Technical Lead on a DeepQA Embed Research project that included an instance of the Jeopardy! Challenge.Jiang (John) Gao is a Principal Scientist in the Advanced Development and Technology Group at Nokia USA, working on multimedia and mobile applications, data mining and computer vision.Jia-Yu Pan is a software engineer at Google (USA), working on data mining and anomaly detection in big data.Valery A. Petrushin is a Principal Scientist in the Research and Development Group at Opera Solutions (USA). His previous publications include the successful Springer title Multimedia Data Mining and Knowledge Discovery.

Recensioner i media

"Multimedia data mining and analytics: disruptive innovation highlights new applications in multimedia data mining, presenting fascinating techniques together with comprehensive cases in practice. ... this book is valuable for the insight it provides related to the challenges faced by fast developing technologies, their current needs and future promise. It is a practical guide, a useful handbook for academies and industry practitioners who have interest in multimedia data analysis." (Shanshan Qi, Information Technology & Tourism, Vol. 16, 2016)

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