Advances in Data Mining: Applications and Theoretical Aspects 15th Industrial Conference, ICDM 2015, Hamburg, Germany, July 11-24, 2015. Proceedings

Başlık:

ISBN:

9783319209104

Edition:

1st ed. 2015.

Yayın Bilgileri:

Cham : Springer International Publishing : Imprint: Springer, 2015.

Fiziksel Tanımlama:

X, 279 p. 65 illus. online resource.

Series:

Lecture Notes in Artificial Intelligence, 9165

Contents:

Business intelligence and customer relationship management -- Data mining in medicine and system biology -- Aspects of data mining -- Data mining in finance -- Text and document mining -- Data mining in environment.

Abstract:

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.

Subject Term:

Artificial intelligence.

Natural language processing (Computer science).

Application software.

Information storage and retrieval systems.

Computer science.

Data mining.

Natural Language Processing (NLP).

Computer and Information Systems Applications.

Information Storage and Retrieval.

Theory of Computation.

Data Mining and Knowledge Discovery.