Rough Sets, Fuzzy Sets, Data Mining and Granular Computing: 11th International Conference, Rsfdgrc 2007, Toronto, Canada, May 14-16, 2007, Proceedings
by An, Aijun; Stefanowski, Jerzy; Ramanna, Sheela; Butz, Cory J.; Pedrycz, WitoldFormat: Paperback
Pub. Date: 2007-06-01
Publisher(s): Springer Verlag
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Summary
This book constitutes the refereed proceedings of the 11th International Conference on Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing, RSFDGrC 2007, held in Toronto, Canada in May 2007 in conjunction with the Second International Conference on Rough Sets and Knowledge Technology, RSKT 2007, both as part of the Joint Rough Set Symposium, JRS 2007. The 65 revised full papers presented together with 4 invited papers were carefully reviewed and selected from a total of 319 general submissions to the JRS 2007 symposium. The papers are organized in topical sections on fuzzy-rough hybridization, fuzzy sets, soft computing in medical image processing, soft computing in information retrieval, clustering, text and Web mining, learning, data mining and rough classifiers, granular computing, soft computing in multimedia processing, soft computing applications, and rough and complex concepts.
Table of Contents
| Toward rough-granular computing | p. 1 |
| Data clustering algorithms for information systems | p. 13 |
| From parallel data mining to grid-enabled distributed knowledge discovery | p. 25 |
| A new algorithm for attribute reduction in decision tables | p. 37 |
| Algebraic properties of adjunction-based fuzzy rough sets | p. 47 |
| Fuzzy approximation operators based on coverings | p. 55 |
| Information-theoretic measure of uncertainty in generalized fuzzy rough sets | p. 63 |
| Determining significance of attributes in the unified rough set approach | p. 71 |
| A rough-hybrid approach to software defect classification | p. 79 |
| Vaguely quantified rough sets | p. 87 |
| A fuzzy search engine weighted approach to result merging for metasearch | p. 95 |
| A fuzzy group decision approach to real option valuation | p. 103 |
| Fuzzifying closure systems and fuzzy lattices | p. 111 |
| Evolution of fuzzy system models : an overview and new directions | p. 119 |
| A new cluster validity index for fuzzy clustering based on similarity measure | p. 127 |
| A new classifier design with fuzzy functions | p. 136 |
| Image analysis of ductal proliferative lesions of breast using architectural features | p. 144 |
| Nucleus segmentation and recognition of uterine cervical pap-smears | p. 153 |
| A study : segmentation of lateral ventricles in brain MRI using fuzzy C-means clustering with Gaussian smoothing | p. 161 |
| Ischemic stroke modeling : multiscale extraction of hypodense signs | p. 171 |
| Table of Contents provided by Blackwell. All Rights Reserved. |
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