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Machine Learning Multimedia Content Analysis

Nowadays, huge amount of multimedia data are being constantly generated in various forms from various places around the world. With ever increasing complexity and variability of multimedia data, traditional rule-based approaches where humans have to discover the domain knowledge and encode it into a set of programming rules are too costly and incompetent for analyzing the contents, and gaining the intelligence of this glut of multimedia data. The challenges in data complexity and variability have led to revolutions in machine learning techniques. In the past decade, we have seen many new developments in machine learning theories and algorithms, such as boosting, regressions, Support Vector Machines, graphical models, etc | Yihong Gong Wei Xu Machine Learning for Multimedia Content Analysis Machine Learning for Multimedia Content Analysis MULTIMEDIA SYSTEMS AND APPLICATIONS SERIES Consulting Editor Borko Furht Florida Atlantic University Recently Published Titles DISTRIBUTED MULTIMEDIA RETRIEVAL STRATEGIES FOR LARGE SCALE NETWORKED SYSTEMS by Bharadwaj Veeravalli and Gerassimos Barlas ISBN 978-0-387-28873-4 MULTIMEDIA ENCRYPTION AND WATERMARKING by Borko Furht Edin Muharemagic Daniel Socek ISBN 0-387-24425-5 SIGNAL PROCESSING FOR TELECOMMUNICATIONSAND MULTIMEDIA edited by T.A Wysocki . B. Honary B.J. Wysocki ISBN 0-387-22847-0 ADVANCED WIRED AND WIRELESS NETWORKS by T.A.Wysocki A. Dadej B.J. Wysocki ISBN 0-387-22781-4 CONTENT-BASED VIDEO RETRIEVAL A Database Perspective by Milan Petkovic and Willem Jonker ISBN 1-4020-7617-7 MASTERING E-BUSINESS INFRASTRUCTURE edited by Veljko Milutinovic Frédéric Patricelli ISBN 1-4020-7413-1 SHAPE ANALYSIS AND RETRIEVAL OF MULTIMEDIA OBJECTS by Maytham H. Safar and Cyrus Shahabi ISBN 1-4020-7252-X MULTIMEDIA MINING A Highway to Intelligent Multimedia Documents edited by Chabane Djeraba ISBN 1-4020-7247-3 CONTENT-BASED IMAGE AND VIDEO RETRIEVAL by Oge Marques and Borko Furht ISBN 1-4020-7004-7 ELECTRONIC BUSINESS AND EDUCATION Recent Advances in Internet Infrastructures edited by Wendy Chin Frédéric Patricelli Veljko Milutinovic ISBN 0-7923-7508-4 INFRASTRUCTURE FOR ELECTRONIC BUSINESS ON THE INTERNET by Veljko Milutinovic ISBN 0-7923-7384-7 DELIVERING MPEG-4 BASED AUDIO-VISUAL SERVICES by Hari Kalva ISBN 07923-7255-7 CODING AND MODULATION FOR DIGITAL TELEVISION by Gordon Drury Garegin Markarian Keith Pickavance ISBN 0-7923-7969-1 CELLULAR AUTOMATA TRANSFORMS Theory and Applications in Multimedia Compression Encryption and Modeling by Olu Lafe ISBN 0-7923-7857-1 COMPUTED SYNCHRONIZATION FOR MULTIMEDIA APPLICATIONS by Charles B. Owen and Fillia Makedon ISBN 0-7923-8565-9 Visit the series on our website .