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Computer Science - Database Management & Information Retrieval | Advances in Data Mining: Applications and Theoretical Aspects - 14th Industrial Conference, ICDM

Advances in Data Mining: Applications and Theoretical Aspects

14th Industrial Conference, ICDM 2014, St. Petersburg, Russia, July 16-20, 2014, Proceedings

Perner, Petra (Ed.)

2014, X, 229 p. 74 illus.

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This book constitutes the refereed proceedings of the 14th Industrial Conference on Advances in Data Mining, ICDM 2014, held in St. Petersburg, Russia, in July 2014. The 16 revised full papers presented were carefully reviewed and selected from various submissions. The topics range from theoretical aspects of data mining to applications of data mining, such as in multimedia data, in marketing, in medicine and agriculture and in process control, industry and society.

Content Level » Research

Keywords » anomaly detection - business intelligence - content analysis and feature selection - data mining - data warehouse - decision making - information retrieval - machine learning - recommender systems - self-organizing maps - similarity measures

Related subjects » Artificial Intelligence - Database Management & Information Retrieval - Image Processing - Information Systems and Applications

Table of contents 

Theoretical aspects of data mining.- Applications of data mining.-Multimedia data.- Marketing.- Medicine.- Agriculture.- Process control.- Industry and society.

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