| Discovery Science: 5th International Conference, DS 2002, Lubeck, Germany, November 24-26, 2002, Proceedings 2002 Edition Contributor(s): Lange, Steffen (Editor), Satoh, Ken (Editor), Smith, Carl H. (Editor) |
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ISBN: 3540001883 ISBN-13: 9783540001881 Publisher: Springer OUR PRICE: $52.24 Product Type: Paperback - Other Formats Published: November 2002 Annotation: This book constitutes the refereed proceedings of the 5th International Conference on Discovery Science, DS 2002, held in L]beck, Germany, in November 2002.The 17 revised full papers and 27 revised short papers presented together with 5 invited contributions were carefully reviewed and selected from 76 submissions. The papers are organized in topical sections on applications of discovery science to natural science, knowledge discovery from unstructured and semi-structured data, metalearning and analysis of machine learning algorithms, combining machine learning algorithms, neural networks and statistical learning, new approaches to knowledge discovery, and knowledge discovery from text. |
| Additional Information |
| BISAC Categories: - Science | Philosophy & Social Aspects - Medical - Computers | Databases - General |
| Dewey: 501 |
| LCCN: 2002036689 |
| Series: Lecture Notes in Computer Science |
| Physical Information: 1.07" H x 6.16" W x 9.28" (1.55 lbs) 470 pages |
| Descriptions, Reviews, Etc. |
| Publisher Description: This volume contains the papers presented at the 5th International Conference on Discovery Science (DS 2002) held at the M]ovenpick Hotel, Lub ] eck, G- many, November 24-26, 2002. The conference was supported by CorpoBase, DFKI GmbH, and JessenLenz. The conference was collocated with the 13th International Conference on - gorithmic Learning Theory (ALT 2002). Both conferences were held in parallel and shared ?ve invited talks as well as all social events. The combination of ALT 2002 and DS 2002 allowed for a comprehensive treatment of recent de- lopments in computational learning theory and machine learning - some of the cornerstones of discovery science. In response to the call for papers 76 submissions were received. The program committee selected 17 submissions as regular papers and 29 submissions as poster presentations of which 27 have been submitted for publication. This selection was based on clarity, signi?cance, and originality, as well as on relevance to the rapidly evolving ?eld of discovery science. |