Studies In Multimedia

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Machine Learning Techniques For Multimedia

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Author : Matthieu Cord
language : en
Publisher: Springer Science & Business Media
Release Date : 2008-02-07

Machine Learning Techniques For Multimedia written by Matthieu Cord and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008-02-07 with Computers categories.

Processing multimedia content has emerged as a key area for the application of machine learning techniques, where the objectives are to provide insight into the domain from which the data is drawn, and to organize that data and improve the performance of the processes manipulating it. Applying machine learning techniques to multimedia content involves special considerations – the data is typically of very high dimension, and the normal distinction between supervised and unsupervised techniques does not always apply. This book provides a comprehensive coverage of the most important machine learning techniques used and their application in this domain. Arising from the EU MUSCLE network, a program that drew together multidisciplinary teams with expertise in machine learning, pattern recognition, artificial intelligence, and image, video, text and crossmedia processing, the book first introduces the machine learning principles and techniques that are applied in multimedia data processing and analysis. The second part focuses on multimedia data processing applications, with chapters examining specific machine learning issues in domains such as image retrieval, biometrics, semantic labelling, mobile devices, and mining in text and music. This book will be suitable for practitioners, researchers and students engaged with machine learning in multimedia applications.

Multimedia Learning

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Author : Richard E. Mayer
language : en
Publisher: Cambridge University Press
Release Date : 2020-07-09

Multimedia Learning written by Richard E. Mayer and has been published by Cambridge University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-07-09 with Computers categories.

This book examines how people learn from words and graphics and provides 15 evidence-based principles for designing multimedia instruction.

Studies In Multimedia

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Author : Susan Stone
language : en
Publisher:
Release Date : 1992

Studies In Multimedia written by Susan Stone and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1992 with Hypertext systems categories.

Multimedia In Europe

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Author :
language : en
Publisher:
Release Date : 1994

Multimedia In Europe written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1994 with categories.

Digital Writing Research

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Author : Heidi A. McKee
language : en
Publisher: Hampton Press (NJ)
Release Date : 2007

Digital Writing Research written by Heidi A. McKee and has been published by Hampton Press (NJ) this book supported file pdf, txt, epub, kindle and other format this book has been release on 2007 with Computers categories.

Focuses on how writing technologies, specifically digital technologies, affect research - shaping the questions asked, the sites studied, the methodologies used, ethical issues, conclusions, and the actions taken by scholars and teachers. This volume offers an introduction to possible approaches and related methodological and ethical issues.

Why Do Users Like Video

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Author : John C. Tang
language : en
Publisher:
Release Date : 1992

Why Do Users Like Video written by John C. Tang and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 1992 with Computer conferencing categories.

Advances In Multimedia And Distance Education

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Author : International Institute for Advanced Studies in Systems Research and Cybernetics
language : en
Publisher: Windsor, Ont. : International Institute for Advanced Studies in Systems Research and Cybernetics
Release Date : 1999

Advances In Multimedia And Distance Education written by International Institute for Advanced Studies in Systems Research and Cybernetics and has been published by Windsor, Ont. : International Institute for Advanced Studies in Systems Research and Cybernetics this book supported file pdf, txt, epub, kindle and other format this book has been release on 1999 with Computers categories.

Frontiers Of Multimedia Research

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Author : Shih-Fu Chang
language : en
Publisher: Morgan & Claypool
Release Date : 2018-01-03

Frontiers Of Multimedia Research written by Shih-Fu Chang and has been published by Morgan & Claypool this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-01-03 with Computers categories.

The field of multimedia is unique in offering a rich and dynamic forum for researchers from “traditional” fields to collaborate and develop new solutions and knowledge that transcend the boundaries of individual disciplines. Despite the prolific research activities and outcomes, however, few efforts have been made to develop books that serve as an introduction to the rich spectrum of topics covered by this broad field. A few books are available that either focus on specific subfields or basic background in multimedia. Tutorial-style materials covering the active topics being pursued by the leading researchers at frontiers of the field are currently lacking. In 2015, ACM SIGMM, the special interest group on multimedia, launched a new initiative to address this void by selecting and inviting 12 rising-star speakers from different subfields of multimedia research to deliver plenary tutorial-style talks at the ACM Multimedia conference for 2015. Each speaker discussed the challenges and state-of-the-art developments of their prospective research areas in a general manner to the broad community. The covered topics were comprehensive, including multimedia content understanding, multimodal human-human and human-computer interaction, multimedia social media, and multimedia system architecture and deployment. Following the very positive responses to these talks, the speakers were invited to expand the content covered in their talks into chapters that can be used as reference material for researchers, students, and practitioners. Each chapter discusses the problems, technical challenges, state-of-the-art approaches and performances, open issues, and promising direction for future work. Collectively, the chapters provide an excellent sampling of major topics addressed by the community as a whole. This book, capturing some of the outcomes of such efforts, is well positioned to fill the aforementioned needs in providing tutorial-style reference materials for frontier topics in multimedia. At the same time, the speed and sophistication required of data processing have grown. In addition to simple queries, complex algorithms like machine learning and graph analysis are becoming common. And in addition to batch processing, streaming analysis of real-time data is required to let organizations take timely action. Future computing platforms will need to not only scale out traditional workloads, but support these new applications too. This book, a revised version of the 2014 ACM Dissertation Award winning dissertation, proposes an architecture for cluster computing systems that can tackle emerging data processing workloads at scale. Whereas early cluster computing systems, like MapReduce, handled batch processing, our architecture also enables streaming and interactive queries, while keeping MapReduce's scalability and fault tolerance. And whereas most deployed systems only support simple one-pass computations (e.g., SQL queries), ours also extends to the multi-pass algorithms required for complex analytics like machine learning. Finally, unlike the specialized systems proposed for some of these workloads, our architecture allows these computations to be combined, enabling rich new applications that intermix, for example, streaming and batch processing. We achieve these results through a simple extension to MapReduce that adds primitives for data sharing, called Resilient Distributed Datasets (RDDs). We show that this is enough to capture a wide range of workloads. We implement RDDs in the open source Spark system, which we evaluate using synthetic and real workloads. Spark matches or exceeds the performance of specialized systems in many domains, while offering stronger fault tolerance properties and allowing these workloads to be combined. Finally, we examine the generality of RDDs from both a theoretical modeling perspective and a systems perspective. This version of the dissertation makes corrections throughout the text and adds a new section on the evolution of Apache Spark in industry since 2014. In addition, editing, formatting, and links for the references have been added.

E Learning And The Science Of Instruction

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Author : Ruth C. Clark
language : en
Publisher: John Wiley & Sons
Release Date : 2011-01-20

E Learning And The Science Of Instruction written by Ruth C. Clark and has been published by John Wiley & Sons this book supported file pdf, txt, epub, kindle and other format this book has been release on 2011-01-20 with Business & Economics categories.

In this thoroughly revised edition of the bestselling e-Learning and the Science of Instruction authors Ruth Colvin Clark and Richard E. Mayer— internationally-recognized experts in the field of e-learning—offer essential information and guidelines for selecting, designing, and developing asynchronous and synchronous e-learning courses that build knowledge and skills for workers learning in corporate, government, and academic settings. In addition to updating research in all chapters, two new chapters and a CD with multimedia examples are included.

Which Degree Guide

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Author :
language : en
Publisher:
Release Date : 2003

Which Degree Guide written by and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2003 with Degrees, Academic categories.