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Multimedia Data Mining and Analytics

2015-03-31 Computers
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Release : 2015-03-31
Genre : Computers
Kind : eBook
Book Rating : 989/5 ( reviews)

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Book Synopsis Multimedia Data Mining and Analytics by : Aaron K. Baughman

Download or read book Multimedia Data Mining and Analytics written by Aaron K. Baughman. This book was released on 2015-03-31. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Multimedia Data Mining and Knowledge Discovery

2007-10-20 Computers
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Release : 2007-10-20
Genre : Computers
Kind : eBook
Book Rating : 995/5 ( reviews)

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Book Synopsis Multimedia Data Mining and Knowledge Discovery by : Valery A. Petrushin

Download or read book Multimedia Data Mining and Knowledge Discovery written by Valery A. Petrushin. This book was released on 2007-10-20. Available in PDF, EPUB and Kindle. Book excerpt: This volume provides an overview of multimedia data mining and knowledge discovery and discusses the variety of hot topics in multimedia data mining research. It describes the objectives and current tendencies in multimedia data mining research and their applications. Each part contains an overview of its chapters and leads the reader with a structured approach through the diverse subjects in the field.

Data Mining on Multimedia Data

2003-07-01 Computers
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Release : 2003-07-01
Genre : Computers
Kind : eBook
Book Rating : 827/5 ( reviews)

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Book Synopsis Data Mining on Multimedia Data by : Petra Perner

Download or read book Data Mining on Multimedia Data written by Petra Perner. This book was released on 2003-07-01. Available in PDF, EPUB and Kindle. Book excerpt: Despite being a young field of research and development, data mining has proved to be a successful approach to extracting knowledge from huge collections of structured digital data collection as usually stored in databases. Whereas data mining was done in early days primarily on numerical data, nowadays multimedia and Internet applications drive the need to develop data mining methods and techniques that can work on all kinds of data such as documents, images, and signals. This book introduces the basic concepts of mining multimedia data and demonstrates how to apply these methods in various application fields. It is written for students, ambitioned professionals from industry and medicine, and for scientists who want to contribute R&D work to the field or apply this new technology.

Managing and Mining Multimedia Databases

2001-06-28 Computers
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Release : 2001-06-28
Genre : Computers
Kind : eBook
Book Rating : 556/5 ( reviews)

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Book Synopsis Managing and Mining Multimedia Databases by : Bhavani Thuraisingham

Download or read book Managing and Mining Multimedia Databases written by Bhavani Thuraisingham. This book was released on 2001-06-28. Available in PDF, EPUB and Kindle. Book excerpt: There is now so much data on the Web that managing it with conventional tools is becoming almost impossible. To manage this data, provide interoperability and warehousing between multiple data sources and systems, and extract information from the databases and warehouses, various tools are being developed. In fact, developments in multimedia databa

Big Data Analytics for Large-Scale Multimedia Search

2019-05-28 Technology & Engineering
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Release : 2019-05-28
Genre : Technology & Engineering
Kind : eBook
Book Rating : 971/5 ( reviews)

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Book Synopsis Big Data Analytics for Large-Scale Multimedia Search by : Stefanos Vrochidis

Download or read book Big Data Analytics for Large-Scale Multimedia Search written by Stefanos Vrochidis. This book was released on 2019-05-28. Available in PDF, EPUB and Kindle. Book excerpt: A timely overview of cutting edge technologies for multimedia retrieval with a special emphasis on scalability The amount of multimedia data available every day is enormous and is growing at an exponential rate, creating a great need for new and more efficient approaches for large scale multimedia search. This book addresses that need, covering the area of multimedia retrieval and placing a special emphasis on scalability. It reports the recent works in large scale multimedia search, including research methods and applications, and is structured so that readers with basic knowledge can grasp the core message while still allowing experts and specialists to drill further down into the analytical sections. Big Data Analytics for Large-Scale Multimedia Search covers: representation learning, concept and event-based video search in large collections; big data multimedia mining, large scale video understanding, big multimedia data fusion, large-scale social multimedia analysis, privacy and audiovisual content, data storage and management for big multimedia, large scale multimedia search, multimedia tagging using deep learning, interactive interfaces for big multimedia and medical decision support applications using large multimodal data. Addresses the area of multimedia retrieval and pays close attention to the issue of scalability Presents problem driven techniques with solutions that are demonstrated through realistic case studies and user scenarios Includes tables, illustrations, and figures Offers a Wiley-hosted BCS that features links to open source algorithms, data sets and tools Big Data Analytics for Large-Scale Multimedia Search is an excellent book for academics, industrial researchers, and developers interested in big multimedia data search retrieval. It will also appeal to consultants in computer science problems and professionals in the multimedia industry.

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