Machine Learning and Knowledge Discovery in Databases European Conference, ECML PKDD 2012, Bristol, UK, September 24-28, 2012. Proceedings, Part II /

This two-volume set LNAI 7523 and LNAI 7524 constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases: ECML PKDD 2012, held in Bristol, UK, in September 2012. The 105 revised research papers presented together with 5 invited talks were c...

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Bibliographic Details
Call Number:Libro Electrónico
Corporate Author: SpringerLink (Online service)
Other Authors: Flach, Peter A. (Editor), De Bie, Tijl (Editor), Cristianini, Nello (Editor)
Format: Electronic eBook
Language:Inglés
Published: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2012.
Edition:1st ed. 2012.
Series:Lecture Notes in Artificial Intelligence, 7524
Subjects:
Data mining.
Artificial intelligence.
Pattern recognition systems.
Computer science-Mathematics.
Discrete mathematics.
Mathematical statistics.
Information storage and retrieval systems.
Data Mining and Knowledge Discovery.
Artificial Intelligence.
Automated Pattern Recognition.
Discrete Mathematics in Computer Science.
Probability and Statistics in Computer Science.
Information Storage and Retrieval.
Online Access:Texto Completo
Table of Contents:
  • Privacy and security
  • rankings and recommendations
  • reinforcement learning and planning
  • rule mining and subgroup discovery
  • semi-supervised and transductive learning
  • sensor data
  • sequence and string mining
  • social network mining
  • spatial and geographical data mining
  • statistical methods and evaluation
  • time series and temporal data mining
  • transfer learning.

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