New Frontiers in Mining Complex Patterns - Third International Workshop, NFMCP 2014, Held in Concunction with ECML-PKDD 2014, Nancy, France, September 19, 2014, Revised Selected Papers

This book constitutes the thoroughly refereed post-conference proceedings of the Third International Workshop on New Frontiers in Mining Complex Patterns, NFMCP 2014, held in conjunction with ECML-PKDD 2014 in Nancy, France, in September 2014.The 13 revised full papers presented were carefully reviewed and selected from numerous submissions. They illustrate advanced data mining techniques which preserve the informative richness of complex data and allow for efficient and effective identification of complex information units present in such data. The papers are organized in the following sections: classification and regression; clustering; data streams and sequences; applications.

Product details

• Assisted by: Annalisa Appice (Editor), Michelangel Ceci (Editor), Michelangelo Ceci (Editor), Corrado Loglisci (Editor), Corrado Loglisci et al (Editor), Giuseppe Manco (Editor), Elio Masciari (Editor), Zbigniew W. Ras (Editor), Zbigniew W. Rás (Editor)
• Publisher: Springer, Berlin
• Languages: English
• Product format: Paperback / Softback
• Released: 01.01.2015
• EAN: 9783319178752
• ISBN: 978-3-31-917875-2
• No. of pages: 211
• Dimensions: 158 mm x 234 mm x 12 mm
• Weight: 347 g
• Illustrations: XII, 211 p. 61 illus.
• Series: Lecture Notes in Computer Science; Computer Communication Networks and Telecommunications; Lecture Notes in Artificial Intelligence; Lecture Notes in Computer Science / Lecture Notes in Artificial Intelligence; Lecture Notes in Computer Science; Lecture Notes in Artificial Intelligence
• Subjects: Natural sciences, medicine, IT, technology > IT, data processing > IT; C, Data Mining, Artificial Intelligence, Data Warehousing, computer science, Information Retrieval, Database Management, database programming, Data Mining and Knowledge Discovery, Expert systems / knowledge-based systems, Information Storage and Retrieval, Databases