Data warehousing and knowledge discovery : 5th international conference, DaWaK 2003, Prague, Czech Republic, September 3-5, 2003 : proceedings /

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Bibliographic Details
Meeting name:DaWaK (Conference) (5th : 2003 : Prague, Czech Republic)
Imprint:Berlin ; New York : Springer-Verlag, 2003.
Description:xiv, 432 p. : many ill. ; 24 cm.
Language:English
Series:Lecture notes in computer science ; 2737
Subject:
Format: Print Book
URL for this record:http://pi.lib.uchicago.edu/1001/cat/bib/4925307
Hidden Bibliographic Details
Varying Form of Title:DaWak 2003
Other authors / contributors:Kambayashi, Y.
Mohania, Mukesh.
Wöss, Wolfram.
ISBN:354040807X (alk. paper)
Notes:Includes bibliographical references and index.
Table of Contents:
  • XML for Data Warehousing Chances and Challenges / P. Fankhauser and T. Klement
  • CPM: A Cube Presentation Model for OLAP / A. Maniatis, P. Vassiliadis, S. Skiadopoulos and Y. Vassiliou
  • Computation of Sparse Data Cubes with Constraints / C. Chen, J. Feng and L. Xiang
  • Answering Joint Queries from Multiple Aggregate OLAP Databases / E. Pourabbas and A. Shoshani
  • An Approach to Enabling Spatial OLAP by Aggregating on Spatial Hierarchy / L. Zhang, Y. Li, F. Rao, X. Yu, Y. Chen and D. Liu
  • A Multidimensional Aggregation Object (MAO) Famework for Computing Distributive Aggregations / M.-F. Tsai and W. Chu
  • The GMD Data Model for Multidimensional Information: A Brief Introduction / E. Franconi and A. Kamble
  • An Application of Case-Based Reasoning in Multidimensional Database Architecture / D. Simic, V. Kurbalija and Z. Budimac
  • MetaCube XTM: A Multidimensional Metadata Approach for Semantic Web Warehousing Systems / T. B. Nguyen, A Min Tjoa and O. Mangisengi
  • Designing Web Warehouses for XML Schemas / B. Vrdoljak, M. Banek and S. Rizzi
  • Building XML Data Warehouse Based on Frequent Patterns in User Queries / J. Zhang, T. W. Ling, R. M. Bruckner and A. Min Tjoa
  • A Temporal Study of Data Sources to Load a Corporate Data Warehouse / C. Martin and A. Abello
  • Automatic Detection of Structural Changes in Data Warehouses / J. Eder, C. Koncilia and D. Mitsche
  • Performance Tests in Data Warehousing ETLM Process for Detection of Changes in Data Origin / R. L. A. Rocha, L. F. Cardoso and J. M. de Souza
  • Recent Developments in Web Usage Mining Research / F. M. Facca and P. L. Lanzi
  • Parallel Vector Computing Technique for Discovering Communities on the Very Large Scale Web Graph / K. Kawase, M. Kawahara, T. Iwashita, H. Kawano and M. Kawazawa
  • Ordinal Association Rules towards Association Rules / S. Guillaume
  • Rough Set Based Decision Tree Model for Classification / S. Minz and R. Jain
  • Inference Based Classifier: Efficient Construction of Decision Trees for Sparse Categorical Attributes / S.-H. Lo, J.-C. Ou and M.-S. Chen
  • Generating Effective Classifiers with Supervised Learning of Genetic Programming / B.-C. Chien, J.-H. Yang and n. W.-Y. Lin
  • Clustering by Regression Analysis / M. Motoyoshi, T. Miura and I. Shioya
  • Handling Large Workloads by Profiling and Clustering / M. Golfarelli
  • Incremental OPTICS: Efficient Computation of Updates in a Hierarchical Cluster Ordering / H.-P. Kriegel, P. Krooger and I. Gotlibovich
  • On Complementarity of Cluster and Outlier Detection Schemes / Z. Chen, A. W.-C. Fu and J. Tang
  • Cluster Validity Using Support Vector Machines / V. Estivill-Castro and J. Yang
  • FSSM: Fast Construction of the Optimized Segment Support Map / K.-L. Ong, W.-K. Ng and E.-P. Lim
  • Using a Connectionist Approach for Enhancing Domain Ontologies: Self-Organizing Word Category Maps Revisited / M. Dittenbach, D. Merkl and H. Berger
  • Parameterless Data Compression and Noise Filtering Using Association Rule Mining / Y.-K. Woon, X. Li, W.-K. Ng and W.-F. Lu
  • Performance Evaluation of SQL-OR Variants for Association Rule Mining / P. Mishra and S. Chakravarthy
  • A Distance-Based Approach to Find Interesting Patterns / C. Zheng and Y. Zhao
  • Similarity Search in Structured Data / H.-P. Kriegel and S. Schonauer
  • Using an Interest Ontology for Improved Support in Rule Mining / X. Chen, X. Zhou, R. Scherl and J. Geller
  • Fraud Formalization and Detection / B. Bhargava, Y. Zhong and Y. Lu
  • Combining Noise Correction with Feature Selection / C. M. Teng
  • Pre-computing Approximate Hierarchical Range Queries in a Tree-Like Histogram / F. Buccafurri and G. Lax
  • Comprehensive Log Compression with Frequent Patterns / K. Hatonen, J. F. Boulicaut, M. Klemettinen, M. Miettinen and C. Masson
  • Non Recursive Generation of Frequent K-itemsets from Frequent Pattern Tree Representations / M. El-Hajj and O. R. Zaiane
  • A New Computation Model for Rough Set Theory Based on Database Systems / J. Han, X. Hu and T. Y. Lin
  • Computing SQL Queries with Boolean Aggregates / A. Badia
  • Fighting Redundancy in SQL / A. Badia and D. Anand
  • "On-the-fly" VS Materialized Sampling and Heuristics / P. Furtado
  • Incremental and Decremental Proximal Support Vector Classification Using Decay Coefficients / A. Tveit, M. L. Hetland and H. Engum.