Rough Sets and Knowledge Technology

8th International Conference, RSKT 2013, Halifax, NS, Canada, October 11-14, 2013, Proceedings

Pawan Lingras, Marcin Wolski, Chris Cornelis, Sushmita Mitra, Piotr Wasilewski (Herausgeber)

Buch | Softcover

XIV, 414 Seiten

2013 | 2013
Springer Berlin (Verlag)
978-3-642-41298-1 (ISBN)

Infos

This book constitutes the thoroughly refereed conference proceedings of the 8th International Conference on Rough Sets and Knowledge Technology, RSKT 2013, held in Halifax, Canada in October 2013 as one of the co-located conferences of the 2013 Joint Rough Set Symposium, JRS 2013. The 69 papers (including 44 regular and 25 short papers) included in the JRS proceedings (LNCS 8170 and LNCS 8171) were carefully reviewed and selected from 106 submissions. The papers in this volume cover topics such as history and future of rough sets; foundations and probabilistic rough sets; rules, reducts, ensembles; new trends in computing; three-way decision rough sets; and learning, predicting, modeling.

Autor

Sushmita Mitra, PHD, is an associate professor at Machine Intelligence Unit, Indian Statistical Institute, in Calcutta.

Inhalt

History and future of rough sets.- Foundations and probabilistic rough sets.- Rules, reducts, ensembles.- New trends in computing.- Three-way decision rough sets.- Learning, predicting, modeling.

Produkt-Details

• Erscheint lt. Verlag: 18.9.2013
• Reihe/Serie: Lecture Notes in Artificial Intelligence
• Reihe/Serie: Lecture Notes in Computer Science
• Zusatzinfo: XIV, 414 p. 84 illus.
• Verlagsort: Berlin
• Sprache: englisch
• Maße: 155 x 235 mm
• Gewicht: 652 g
• Themenwelt: Informatik ► Datenbanken ► Data Warehouse / Data Mining
• Themenwelt: Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik
• Schlagworte: Approximation • Decision Rules • GPU • machine learning • pattern recognition
• ISBN-10: 3-642-41298-X / 364241298X
• ISBN-13: 978-3-642-41298-1 / 9783642412981
• Zustand: Neuware