New Frontiers in Mining Complex Patterns

Second International Workshop, NFMCP 2013, Held in Conjunction with ECML-PKDD 2013, Prague, Czech Republic, September 27, 2013, Revised Selected Papers

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

Buch | Softcover

XII, 261 Seiten

2014 | 2014
Springer International Publishing (Verlag)
978-3-319-08406-0 (ISBN)

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This book constitutes the thoroughly refereed post-conference proceedings of the Second International Workshop on New Frontiers in Mining Complex Patterns, NFMCP 2013, held in conjunction with ECML/PKDD 2013 in Prague, Czech Republic, in September 2013. The 16 revised full papers were carefully reviewed and selected from numerous submissions. The papers are organized in topical sections on data streams and time series analysis, classification, clustering and pattern discovery, graphs, networks and relational data, machine learning and music data.

Data Streams and and Time Series Analysis.- Classification, Clustering and Pattern Discovery.- Graphs, Networks and Relational Data.- Machine Learning and Music Data.

Erscheint lt. Verlag	22.7.2014
Reihe/Serie	Lecture Notes in Artificial Intelligence
Reihe/Serie	Lecture Notes in Computer Science
Zusatzinfo	XII, 261 p. 80 illus.
Verlagsort	Cham
Sprache	englisch
Maße	155 x 235 mm
Gewicht	427 g
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	3-319-08406-2 / 3319084062
ISBN-13	978-3-319-08406-0 / 9783319084060
Zustand	Neuware