Principles of Data Mining and Knowledge Discovery: 5th European Conference, Pkdd 2001, Freiburg, Germany, September 3-5, 2001 Proceedings
| PUBLISHER | Springer (08/23/2001) |
| PRODUCT TYPE | Paperback (Paperback) |
Description
This book constitutes the refereed proceedings of the 5th European Conference on Principles of Data Mining and Knowledge Discovery, PKDD 2001, held in Freiburg, Germany, in September 2001.
The 40 revised full papers presented together with four invited contributions were carefully reviewed and selected from close to 100 submissions. Among the topics addressed are hidden Markov models, text summarization, supervised learning, unsupervised learning, demographic data analysis, phenotype data mining, spatio-temporal clustering, Web-usage analysis, association rules, clustering algorithms, time series analysis, rule discovery, text categorization, self-organizing maps, filtering, reinforcemant learning, support vector machines, visual data mining, and machine learning.
The 40 revised full papers presented together with four invited contributions were carefully reviewed and selected from close to 100 submissions. Among the topics addressed are hidden Markov models, text summarization, supervised learning, unsupervised learning, demographic data analysis, phenotype data mining, spatio-temporal clustering, Web-usage analysis, association rules, clustering algorithms, time series analysis, rule discovery, text categorization, self-organizing maps, filtering, reinforcemant learning, support vector machines, visual data mining, and machine learning.
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Product Format
Product Details
ISBN-13:
9783540425342
ISBN-10:
3540425349
Binding:
Paperback or Softback (Trade Paperback (Us))
Content Language:
English
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Page Count:
514
Carton Quantity:
16
Product Dimensions:
6.14 x 1.07 x 9.21 inches
Weight:
1.62 pound(s)
Feature Codes:
Maps
Country of Origin:
DE
Subject Information
BISAC Categories
Computers | Artificial Intelligence - General
Computers | Database Administration & Management
Computers | System Administration - Storage & Retrieval
Dewey Decimal:
006.3
Library of Congress Control Number:
2001044634
Descriptions, Reviews, Etc.
publisher marketing
This book constitutes the refereed proceedings of the 5th European Conference on Principles of Data Mining and Knowledge Discovery, PKDD 2001, held in Freiburg, Germany, in September 2001.
The 40 revised full papers presented together with four invited contributions were carefully reviewed and selected from close to 100 submissions. Among the topics addressed are hidden Markov models, text summarization, supervised learning, unsupervised learning, demographic data analysis, phenotype data mining, spatio-temporal clustering, Web-usage analysis, association rules, clustering algorithms, time series analysis, rule discovery, text categorization, self-organizing maps, filtering, reinforcemant learning, support vector machines, visual data mining, and machine learning.
The 40 revised full papers presented together with four invited contributions were carefully reviewed and selected from close to 100 submissions. Among the topics addressed are hidden Markov models, text summarization, supervised learning, unsupervised learning, demographic data analysis, phenotype data mining, spatio-temporal clustering, Web-usage analysis, association rules, clustering algorithms, time series analysis, rule discovery, text categorization, self-organizing maps, filtering, reinforcemant learning, support vector machines, visual data mining, and machine learning.
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List Price $109.99
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$108.89