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Machine Learning and Data Mining in Pattern Recognition = 11th International Conference, MLDM 2015, Hamburg, Germany, July 20-21, 2015, Proceedings /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Machine Learning and Data Mining in Pattern Recognition/ edited by Petra Perner.
其他題名:	11th International Conference, MLDM 2015, Hamburg, Germany, July 20-21, 2015, Proceedings /
其他作者:	Perner, Petra.
面頁冊數:	IX, 454 p. 132 illus.online resource. :
Contained By:	Springer Nature eBook
標題:	Data mining. -
電子資源:	https://doi.org/10.1007/978-3-319-21024-7
ISBN:	9783319210247

Machine Learning and Data Mining in Pattern Recognition = 11th International Conference, MLDM 2015, Hamburg, Germany, July 20-21, 2015, Proceedings /
Machine Learning and Data Mining in Pattern Recognition11th International Conference, MLDM 2015, Hamburg, Germany, July 20-21, 2015, Proceedings /[electronic resource] :edited by Petra Perner. - 1st ed. 2015. - IX, 454 p. 132 illus.online resource. - Lecture Notes in Artificial Intelligence ;9166. - Lecture Notes in Artificial Intelligence ;9285.

Graph Mining -- Classification and regression -- Sentiment analysis -- Data preparation and missing values -- Association and sequential rule mining -- Support vector machines -- Frequent item set mining and time series analysis -- Clustering -- Text mining -- Applications data mining.

This book constitutes the refereed proceedings of the 11th International Conference on Machine Learning and Data Mining in Pattern Recognition, MLDM 2015, held in Hamburg, Germany, in July 2015. The 41 full papers presented were carefully reviewed and selected from 123 submissions. The topics range from theoretical topics for classification, clustering, association rule and pattern mining to specific data mining methods for the different multimedia data types such as image mining, text mining, video mining and Web mining.

ISBN: 9783319210247

Standard No.: 10.1007/978-3-319-21024-7doiSubjects--Topical Terms:

528622
Data mining.

LC Class. No.: QA76.9.D343

Dewey Class. No.: 006.312

Machine Learning and Data Mining in Pattern Recognition = 11th International Conference, MLDM 2015, Hamburg, Germany, July 20-21, 2015, Proceedings /
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