Lecture Notes in Artificial Intelligence

Mining Multimedia and Complex Data

KDD Workshop MDM/KDD 2002, PAKDD Workshop KDMCD 2002, Revised Papers

Editors: Zaiane, Osmar R., Simoff, Simeon, Djeraba, Chabane (Eds.)

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About this book

1 WorkshopTheme Digital multimedia di?ers from previous forms of combined media in that the bits that represent text, images, animations, and audio, video and other signals can be treated as data by computer programs. One facet of this diverse data in termsofunderlyingmodelsandformatsisthatitissynchronizedandintegrated, hence it can be treated as integral data records. Such records can be found in a number of areas of human endeavour. Modern medicine generates huge amounts of such digital data. Another - ample is architectural design and the related architecture, engineering and c- struction (AEC) industry. Virtual communities (in the broad sense of this word, which includes any communities mediated by digital technologies) are another example where generated data constitutes an integral data record. Such data may include data about member pro?les, the content generated by the virtual community, and communication data in di?erent formats, including e-mail, chat records, SMS messages, videoconferencing records. Not all multimedia data is so diverse. An example of less diverse data, but data that is larger in terms of the collected amount, is that generated by video surveillance systems, where each integral data record roughly consists of a set of time-stamped images – the video frames. In any case, the collection of such in- gral data records constitutes a multimedia data set. The challenge of extracting meaningful patterns from such data sets has led to the research and devel- ment in the area of multimedia data mining.

Table of contents (17 chapters)

  • Subjective Interpretation of Complex Data: Requirements for Supporting Kansei Mining Process

    Bianchi-Berthouze, Nadia (et al.)

    Pages 1-17

    Preview Buy Chapter 30,19 €
  • Multimedia Data Mining Framework for Raw Video Sequences

    Oh, JungHwan (et al.)

    Pages 18-35

    Preview Buy Chapter 30,19 €
  • Object Detection for Hierarchical Image Classification

    Khan, Latifur (et al.)

    Pages 36-49

    Preview Buy Chapter 30,19 €
  • Mining High-Level User Concepts with Multiple Instance Learning and Relevance Feedback for Content-Based Image Retrieval

    Huang, Xin (et al.)

    Pages 50-67

    Preview Buy Chapter 30,19 €
  • Associative Classifiers for Medical Images

    Antonie, Maria-Luiza (et al.)

    Pages 68-83

    Preview Buy Chapter 30,19 €

Buy this book

eBook 51,16 €
price for Spain (gross)
  • ISBN 978-3-540-39666-6
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover 62,39 €
price for Spain (gross)
  • ISBN 978-3-540-20305-6
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
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Bibliographic Information

Bibliographic Information
Book Title
Mining Multimedia and Complex Data
Book Subtitle
KDD Workshop MDM/KDD 2002, PAKDD Workshop KDMCD 2002, Revised Papers
Editors
  • Osmar R. Zaiane
  • Simeon Simoff
  • Chabane Djeraba
Series Title
Lecture Notes in Artificial Intelligence
Series Volume
2797
Copyright
2003
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-540-39666-6
DOI
10.1007/b12031
Softcover ISBN
978-3-540-20305-6
Edition Number
1
Number of Pages
XII, 284
Topics