Machine Learning and Data Mining in Pattern Recognition

12th International Conference, MLDM 2016, New York, NY, USA, July 16-21, 2016, Proceedings

Buch | Softcover

XIII, 807 Seiten

2016 | 1st ed. 2016
Springer International Publishing (Verlag)
978-3-319-41919-0 (ISBN)

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This book constitutes the refereed proceedings of the 12th International Conference on Machine Learning and Data Mining in Pattern Recognition, MLDM 2016, held in New York, NY, USA in July 2016. The 58 regular papers presented in this book were carefully reviewed and selected from 169 submissions. The topics range from theoretical topics for classification, clustering, association rule and pattern mining to specific data mining methods for the different multimedia data types such as image mining, text mining, video mining and Web mining.

Classification.- Clustering.- Association rule.- Pattern mining.- Image mining.-Text mining.- Video mining.- Web mining.

Erscheinungsdatum	08.10.2016
Reihe/Serie	Lecture Notes in Artificial Intelligence
Reihe/Serie	Lecture Notes in Computer Science
Zusatzinfo	XIII, 807 p. 291 illus.
Verlagsort	Cham
Sprache	englisch
Maße	155 x 235 mm
Themenwelt	Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
Schlagworte	Anomaly Detection • Applications • artificial intelligence (incl. robotics) • Association rule • Bayesian Network • Big Data • Case-Based Reasoning • cellular networks • Clustering • Computer Science • conference proceedings • Data Mining • Ensemble methods • feature extraction • Fuzzy Logic • Informatics • Information Retrieval • machine learning • Natural Language Processing • Research • sequential pattern mining • similarity measures • social network analysis • Spatial Data Mining • SVM • topic modeling
ISBN-10	3-319-41919-6 / 3319419196
ISBN-13	978-3-319-41919-0 / 9783319419190
Zustand	Neuware