New Frontiers in Mining Complex Patterns

Third International Workshop, NFMCP 2014, Held in Conjunction with ECML-PKDD 2014, Nancy, France, September 19, 2014, Revised Selected Papers

Annalisa Appice, MICHELANGELO CECI, Corrado Loglisci, Giuseppe Manco, Elio Masciari, Zbigniew W. Ras (Herausgeber)

Buch | Softcover

XII, 211 Seiten

2015
Springer International Publishing (Verlag)
978-3-319-17875-2 (ISBN)

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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.

Erscheint lt. Verlag	8.5.2015
Reihe/Serie	Lecture Notes in Artificial Intelligence
Reihe/Serie	Lecture Notes in Computer Science
Zusatzinfo	XII, 211 p. 61 illus.
Verlagsort	Cham
Sprache	englisch
Maße	155 x 235 mm
Themenwelt	Informatik ► Datenbanken ► Data Warehouse / Data Mining
Schlagworte	classification • Clustering • Data Mining • Feature Selection • machine learning • Network Models • semantic similarity measures • Support Vector Machines • Time Series Analysis • Validation
ISBN-10	3-319-17875-X / 331917875X
ISBN-13	978-3-319-17875-2 / 9783319178752
Zustand	Neuware