Advances in Data Mining: Applications and Theoretical Aspects
15th Industrial Conference, ICDM 2015, Hamburg, Germany, July 11–24, 2015. Proceedings
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Beschreibung
This book constitutes the refereed proceedings of the 15th Industrial Conference on Advances in Data Mining, ICDM 2015, held in Hamburg, Germany, in July 2015.
The 16 revised full papers presented were carefully reviewed and selected from numerous 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.
This book constitutes the refereed proceedings of the 15th Industrial Conference on Advances in Data Mining, ICDM 2015, held in Hamburg, Germany, in July 2015.
The 16 revised full papers presented were carefully reviewed and selected from numerous 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.
Up-to-date results Fast track conference proceedings State-of-the-art report Includes supplementary material: sn.pub/extras
Autor*in
Petra Perner
Themen in »Advances in Data Mining: Applications and Theoretical Aspects«
Anomaly detection Bioinformatics Business intelligence Classification algorithms Clustering Data mining Data quality Decision making Feature selection Gene expression Information retrieval Machine learning Multiple regression Parallel algorithms Pathway analysis