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Agents and Data Mining Interaction

9th International Workshop, ADMI 2013, Saint Paul, MN, USA, May 6-7, 2013, Revised Selected Papers

Longbing Cao, Yifeng Zeng, Andreas L. Symeonidis, Vladimir Gorodetsky, Jörg P. Müller, Philip S. Yu (Herausgeber)

Buch | Softcover

IX, 137 Seiten

2014 | 2014
Springer Berlin (Verlag)
978-3-642-55191-8 (ISBN)

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This book constitutes the thoroughly refereed and revised selected papers from the 9th International Workshop on Agents and Data Mining Interaction, ADMI 2013, held in Saint Paul, MN, USA in May 2013. The 10 papers presented in this volume were carefully selected for inclusion in the book and are organized in topical sections named agent mining and data mining.

Using Dynamic Bayesian Networks to Model User-Experience.- Multi-Agent Joint Learning from Argumentation.- Towards Mining Norms in Open Source Software Repositories.- The Recognition of Multiple Virtual Identities Association Based on Multi-Agent System.- Redundant Feature Selection for Telemetry Data.- Mining Emerging Patterns of PIU from Computer-Mediated Interaction Events.- Learning Heterogeneous Coupling Relationships between Non-IID Terms.- Learning the Hotness of Information Discussions with Multi-Dimensional Hawkes Processes.- A Spectral Clustering Algorithm Based on Hierarchical Method.- Transitive Identity Mapping using Force-Based Clustering.

Erscheint lt. Verlag	21.5.2014
Reihe/Serie	Lecture Notes in Artificial Intelligence
Reihe/Serie	Lecture Notes in Computer Science
Zusatzinfo	IX, 137 p. 45 illus.
Verlagsort	Berlin
Sprache	englisch
Maße	155 x 235 mm
Gewicht	237 g
Themenwelt	Informatik ► Datenbanken ► Data Warehouse / Data Mining
Themenwelt	Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
Schlagworte	agent mining • Artificial Intelligence • Clustering • Data Mining • Distributed Systems • Intelligent Agents • machine learning • Multi-Agent Learning • Multi-agent Systems
ISBN-10	3-642-55191-2 / 3642551912
ISBN-13	978-3-642-55191-8 / 9783642551918
Zustand	Neuware