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ORCID5. Data Mining and Knowledge Discovery: Theory, Tools, and Technology 2003: Orlando, FL, USA
- Belur V. Dasarathy:
Data Mining and Knowledge Discovery: Theory, Tools, and Technology V, Orlando, FL, USA, April 21, 2003. SPIE Proceedings 5098, SPIE 2003, ISBN 978-0-8194-4958-0
Association, Clustering, and Related Approaches
- Leena Lepistö, Iivari Kunttu, Jorma Autio, Ari Visa:
Data mining on non-homogenous textures. 1-9 - Tsau Young Lin, Sasmita Mishra:
The interestingness of association rules. 10-18 - Iivari Kunttu, Leena Lepistö, Juhani Rauhamaa, Ari Visa:
Classification method for defect images based on association and clustering. 19-27 - Tsau Young Lin, Xiaohua Tony Hu, Eric Louie:
Using attribute value lattice to find closed frequent itemsets. 28-36 - Shusaku Tsumoto:
Automated rule induction with grouping target concepts. 37-48 - Tsau Young Lin, Hugo Shi:
Mathematical Foundation of Association Rules: mining generalized associations by linear inequalities. 49-58
Rough Sets and Fuzzy Logic
- James F. Smith III, Joseph A. Blank:
Co-evolutionary data mining for fuzzy rules: automatic fitness function creation phase space, and experiments. 59-70 - Shusaku Tsumoto:
Towards visualization of rules based on rough sets and graphical modeling. 71-81 - Ping Yin:
Finding the reduct by granular computing using bit maps: decision rules mining. 82-93 - Guoyin Wang
, Xiao He:
Initiative learning algorithm based on rough set. 94-102 - Guoyin Wang:
Relationship between the algebra view and information view of rough set. 103-113
Web and E-Commerce Applications
- Ching-Cheng Lee, Li Zhou:
XML middleware for scalable web mining. 114-123 - Yi Qin, Yan-Qing Zhang, K. N. King, Rajshekhar Sunderraman:
Rule-based statistical data mining agents for an e-commerce application. 124-129 - Keesook J. Han, Bruce W. Suter:
Efficient image data distribution and management with application to web caching architectures. 130-137 - Jingtao Yao, Yiyu Yao:
Information granulation for web-based information support systems. 138-146 - Yu Wu, Zhijun Li, Ping Luo, Guoyin Wang:
New anti-spam filter based on data mining and analysis of email security. 147-154
Information Fusion and Knowledge Discovery
- John J. Salerno, Douglas Boulware, John E. Myers, Vishal Khattri, Dave R. Corzillus:
Buddy: fusing multiple search results together. 155-165 - John J. Salerno, Corrine M. Araki, Larry D. Pless:
Fusing dynamic multisource information for an equipment database. 166-173 - Zhongfei Zhang, John J. Salerno, Maureen A. Regan, Debra A. Cutler:
Using data mining techniques for building fusion models. 174-184 - Steffen Brückner, Stephan Rudolph:
Knowledge discovery in engineering dynamic system analysis. 185-192
Applications
- Andrew Kusiak, Christopher A. Caldarone, Michael D. Kelleher, Fred S. Lamb, Thomas J. Persoon, Yuan Gan, Alex Burns:
Mining temporal data sets: hypoplastic left heart syndrome case study. 193-201 - Aleksandar Lazarevic, Ramdev Kanapady, Kumar K. Tamma, Chandrika Kamath, Vipin Kumar:
Damage prediction in structural mechanics using partitioning approach. 202-210 - Kirk D. Borne:
Distributed data mining in the National Virtual Observatory. 211-218 - Shoji Hirano, Shusaku Tsumoto:
Comparison of similarity measures and clustering methods for time-series medical data mining. 219-225
Evolutionary Concepts and Tools I
- Aziz Guergachi:
Connecting traditional sciences with the OLAP and data mining paradigms. 226-234 - Gurushyam Hariharan, Sandeep Mehta:
Location-based information retrieval framework. 235-243 - Nickolay M. Bykov, Katherina N. Bykova:
Unified method of knowledge representation in the evolutionary artificial intelligence systems. 244-253 - Yiyu Yao:
A step toward the foundations of data mining. 254-263
Evolutionary Concepts and Tools II
- Deyun Chen, Fengbin Zhang, Yimin Qu:
Scheduling and reasoning of tasks in expert system development tool ESDT-HKD. 264-271 - Lijuan Zhou, Chi Liu, Daxin Liu:
Study and application of data mining and data warehouse in CIMS. 272-278 - Qing Liu:
Granular language and its reasoning. 279-
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