Read While You Wait - Get immediate ebook access, if available*, when you order a print book

Lecture Notes in Artificial Intelligence

Pattern Detection and Discovery

ESF Exploratory Workshop, London, UK, September 16-19, 2002.

Editors: Hand, David, Adams, Niall, M., Bolton, Richard J. (Eds.)

Free Preview

Buy this book

eBook 58,84 €
price for Spain (gross)
  • ISBN 978-3-540-45728-2
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover 72,79 €
price for Spain (gross)
  • ISBN 978-3-540-44148-9
  • Free shipping for individuals worldwide
  • Immediate ebook access, if available*, with your print order
  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
About this book

The collation of large electronic databases of scienti?c and commercial infor- tion has led to a dramatic growth of interest in methods for discovering struc- res in such databases. These methods often go under the general name of data mining. One important subdiscipline within data mining is concerned with the identi?cation and detection of anomalous, interesting, unusual, or valuable - cords or groups of records, which we call patterns. Familiar examples are the detection of fraud in credit-card transactions, of particular coincident purchases in supermarket transactions, of important nucleotide sequences in gene sequence analysis, and of characteristic traces in EEG records. Tools for the detection of such patterns have been developed within the data mining community, but also within other research communities, typically without an awareness that the - sic problem was common to many disciplines. This is not unreasonable: each of these disciplines has a large literature of its own, and a literature which is growing rapidly. Keeping up with any one of these is di?cult enough, let alone keeping up with others as well, which may in any case be couched in an - familiar technical language. But, of course, this means that opportunities are being lost, discoveries relating to the common problem made in one area are not transferred to the other area, and breakthroughs and problem solutions are being rediscovered, or not discovered for a long time, meaning that e?ort is being wasted and opportunities may be lost.

Table of contents (17 chapters)

Table of contents (17 chapters)
  • Pattern Detection and Discovery

    Pages 1-12

    Hand, David J.

  • Detecting Interesting Instances

    Pages 13-23

    Morik, Katharina

  • Complex Data: Mining Using Patterns

    Pages 24-35

    Siebes, Arno (et al.)

  • Determining Hit Rate in Pattern Search

    Pages 36-48

    Bolton, Richard J. (et al.)

  • An Unsupervised Algorithm for Segmenting Categorical Timeseries into Episodes

    Pages 49-62

    Cohen, Paul (et al.)

Buy this book

eBook 58,84 €
price for Spain (gross)
  • ISBN 978-3-540-45728-2
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover 72,79 €
price for Spain (gross)
  • ISBN 978-3-540-44148-9
  • Free shipping for individuals worldwide
  • Immediate ebook access, if available*, with your print order
  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
Loading...

Recommended for you

Loading...

Bibliographic Information

Bibliographic Information
Book Title
Pattern Detection and Discovery
Book Subtitle
ESF Exploratory Workshop, London, UK, September 16-19, 2002.
Editors
  • David Hand
  • Niall, M. Adams
  • Richard J. Bolton
Series Title
Lecture Notes in Artificial Intelligence
Series Volume
2447
Copyright
2002
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-540-45728-2
DOI
10.1007/3-540-45728-3
Softcover ISBN
978-3-540-44148-9
Edition Number
1
Number of Pages
XII, 232
Topics

*immediately available upon purchase as print book shipments may be delayed due to the COVID-19 crisis. ebook access is temporary and does not include ownership of the ebook. Only valid for books with an ebook version. Springer Reference Works are not included.