New Frontiers in Mining Complex Patterns

5th International Workshop, NFMCP 2016, Held in Conjunction with ECML-PKDD 2016, Riva del Garda, Italy, September 19, 2016, Revised Selected Papers

Annalisa Appice, MICHELANGELO CECI, Corrado Loglisci, Elio Masciari, Zbigniew W. Raś (Herausgeber)

Buch | Softcover

XIV, 263 Seiten

2017 | 1st ed. 2017
Springer International Publishing (Verlag)
978-3-319-61460-1 (ISBN)

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This book features a collection of revised and significantly extended versions of the papers accepted for presentation at the 5th International Workshop on New Frontiers in Mining Complex Patterns, NFMCP 2016, held in conjunction with ECML-PKDD 2016 in Riva del Garda, Italy, in September 2016. The book is composed of five parts: feature selection and induction; classification prediction; clustering; pattern discovery; applications.

Feature selection and induction.- Classification and
prediction.- Clustering.- Pattern discovery.- Applications.

Erscheinungsdatum	09.08.2017
Reihe/Serie	Lecture Notes in Artificial Intelligence
Reihe/Serie	Lecture Notes in Computer Science
Zusatzinfo	XIV, 263 p. 66 illus.
Verlagsort	Cham
Sprache	englisch
Maße	155 x 235 mm
Gewicht	433 g
Themenwelt	Informatik ► Datenbanken ► Data Warehouse / Data Mining
Schlagworte	Applications • Artificial Intelligence • artificial intelligence (incl. robotics) • classification • Clustering • Computer Science • conference proceedings • Database Management • Database Programming • Databases • Data Mining • data mining and knowledge discovery • data stream mining • Data Warehousing • Ensemble methods • Expert systems / knowledge-based systems • Feature Selection • First-Order Logic • Informatics • Information Retrieval • Information storage and retrieval • Knowledge Discovery • Logic Programming • machine learning • Metalearning • multi-task learning • network analysis • Parallel Algorithms • Research • Robotics • semantic similarity measures • supervised learning • Support Vector Machines • text mining heuristics • Time Series Analysis • Validation
ISBN-10	3-319-61460-6 / 3319614606
ISBN-13	978-3-319-61460-1 / 9783319614601
Zustand	Neuware