Machine Learning and Knowledge Discovery in Databases : European Conference, ECML PKDD 2016, Riva del Garda, Italy, September 19-23, 2016, Proceedings, Part III / edited by Bettina Berendt, Björn Bringmann, Élisa Fromont, Gemma Garriga, Pauli Miettinen, Nikolaj Tatti, Volker Tresp.

Format:

Book

Contributor:

Berendt, Bettina, Editor.

Bringmann, Björn., Editor.

Fromont, Elisa, Editor.

Garriga, Gemma., Editor.

Miettinen, Pauli., Editor.

Tatti, Nikolaj., Editor.

Tresp, Volker, Editor.

SpringerLink (Online service)

Series:

Computer Science (SpringerNature-11645)

Lecture notes in computer science. Lecture notes in artificial intelligence 2945-9141 ; 9853

Lecture Notes in Artificial Intelligence, 2945-9141 ; 9853

Language:

English

Subjects (All):

Data mining.

Artificial intelligence.

Pattern recognition systems.

Information storage and retrieval systems.

Database management.

Application software.

Data Mining and Knowledge Discovery.

Artificial Intelligence.

Automated Pattern Recognition.

Information Storage and Retrieval.

Database Management.

Computer and Information Systems Applications.

Local Subjects:

Data Mining and Knowledge Discovery.

Artificial Intelligence.

Automated Pattern Recognition.

Information Storage and Retrieval.

Database Management.

Computer and Information Systems Applications.

Physical Description:

1 online resource (XXII, 307 pages) : 119 illustrations

Edition:

1st ed. 2016.

Contained In:

Springer Nature eBook

Place of Publication:

Cham : Springer International Publishing : Imprint: Springer, 2016.

System Details:

text file PDF

Summary:

The three volume set LNAI 9851, LNAI 9852, and LNAI 9853 constitutes the refereed proceedings of the European Conference on Machine Learning and Knowledge Discovery in Databases, ECML PKDD 2016, held in Riva del Garda, Italy, in September 2016. The 123 full papers and 16 short papers presented were carefully reviewed and selected from a total of 460 submissions. The papers presented focus on practical and real-world studies of machine learning, knowledge discovery, data mining; innovative prototype implementations or mature systems that use machine learning techniques and knowledge discovery processes in a real setting; recent advances at the frontier of machine learning and data mining with other disciplines. Part I and Part II of the proceedings contain the full papers of the contributions presented in the scientific track and abstracts of the scientific plenary talks. Part III contains the full papers of the contributions presented in the industrial track, short papers describing demonstration, the nectar papers, and the abstracts of the industrial plenary talks.

Contents:

Practical and real-world studies of machine learning, knowledge discovery, data mining

Innovative prototype implementations or mature systems that use machine learning techniques and knowledge discovery processes in a real setting

Recent advances at the frontier of machine learning and data mining with other disciplines.

Other Format:

Printed edition:

ISBN:

978-3-319-46131-1

9783319461311

Access Restriction:

Restricted for use by site license.