| 2003 | "On-the-fly" VS Materialized Sampling and Heuristics. Pedro Furtado |
| 2003 | A Distance-Based Approach to Find Interesting Patterns. Chen Zheng, Yanfen Zhao |
| 2003 | A Multidimensional Aggregation Object (MAO) Framework for Computing Distributive Aggregations. Meng-Feng Tsai, Wesley W. Chu |
| 2003 | A New Computation Model for Rough Set Theory Based on Database Systems. Jianchao Han, Xiaohua Hu, Tsau Young Lin |
| 2003 | A Temporal Study of Data Sources to Load a Corporate Data Warehouse. Carme Martín, Alberto Abelló |
| 2003 | An Application of Case-Based Reasoning in Multidimensional Database Architecture. Yahiko Kambayashi |
| 2003 | An Approach to Enabling Spatial OLAP by Aggregating on Spatial Hierarchy. Long Zhang, Ying Li, Fangyan Rao, Xiulan Yu, Ying Chen, Dong Liu |
| 2003 | Answering Joint Queries from Multiple Aggregate OLAP Databases. Elaheh Pourabbas, Arie Shoshani |
| 2003 | Automatic Detection of Structural Changes in Data Warehouses. Johann Eder, Christian Koncilia, Dieter Mitsche |
| 2003 | Building XML Data Warehouse Based on Frequent Patterns in User Queries. Ji Zhang, Tok Wang Ling, Robert M. Bruckner, A Min Tjoa |
| 2003 | CPM: A Cube Presentation Model for OLAP. Andreas S. Maniatis, Panos Vassiliadis, Spiros Skiadopoulos, Yannis Vassiliou |
| 2003 | Cluster Validity Using Support Vector Machines. Vladimir Estivill-Castro, Jianhua Yang |
| 2003 | Clustering by Regression Analysis. Masahiro Motoyoshi, Takao Miura, Isamu Shioya |
| 2003 | Combining Noise Correction with Feature Selection. Choh Man Teng |
| 2003 | Comprehensive Log Compression with Frequent Patterns. Kimmo Hätönen, Jean-François Boulicaut, Mika Klemettinen, Markus Miettinen, Cyrille Masson |
| 2003 | Computation of Sparse Data Cubes with Constraints. Changqing Chen, Jianlin Feng, Longgang Xiang |
| 2003 | Computing SQL Queries with Boolean Aggregates. Antonio Badia |
| 2003 | Data Warehousing and Knowledge Discovery, 5th International Conference, DaWaK 2003, Prague, Czech Republic, September 3-5,2003, Proceedings Yahiko Kambayashi, Mukesh K. Mohania, Wolfram Wöß |
| 2003 | Designing Web Warehouses from XML Schemas. Boris Vrdoljak, Marko Banek, Stefano Rizzi |
| 2003 | FSSM: Fast Construction of the Optimized Segment Support Map. Kok-Leong Ong, Wee Keong Ng, Ee-Peng Lim |
| 2003 | Fighting Redundancy in SQL. Antonio Badia, Dev Anand |
| 2003 | Fraud Formalization and Detection. Bharat K. Bhargava, Yuhui Zhong, Yunhua Lu |
| 2003 | Generating Effective Classifiers with Supervised Learning of Genetic Programming. Been-Chian Chien, Jui-Hsiang Yang, Wen-Yang Lin |
| 2003 | Handling Large Workloads by Profiling and Clustering. Matteo Golfarelli |
| 2003 | Incremental OPTICS: Efficient Computation of Updates in a Hierarchical Cluster Ordering. Hans-Peter Kriegel, Peer Kröger, Irina Gotlibovich |
| 2003 | Incremental and Decremental Proximal Support Vector Classification using Decay Coefficients. Amund Tveit, Magnus Lie Hetland, Håavard Engum |
| 2003 | Inference Based Classifier: Efficient Construction of Decision Trees for Sparse Categorical Attributes. Shih-Hsiang Lo, Jian Chih Ou, Ming-Syan Chen |
| 2003 | MetaCube XTM: A Multidimensional Metadata Approach for Semantic Web Warehousing Systems. Binh Thanh Nguyen, A Min Tjoa, Oscar Mangisengi |
| 2003 | Non-recursive Generation of Frequent K-itemsets from Frequent Pattern Tree Representations. Mohammad El-Hajj, Osmar R. Zaïane |
| 2003 | On Complementarity of Cluster and Outlier Detection Schemes. Zhixiang Chen, Ada Wai-Chee Fu, Jian Tang |
| 2003 | Ordinal Association Rules towards Association Rules. Sylvie Guillaume |
| 2003 | Parallel Vector Computing Technique for Discovering Communities on the Very Large Scale Web Graph. Kikuko Kawase, Minoru Kawahara, Takeshi Iwashita, Hiroyuki Kawano, Masanori Kawazawa |
| 2003 | Parameterless Data Compression and Noise Filtering Using Association Rule Mining. Yew Kwong Woon, Xiang Li, Wee Keong Ng, Wen-Feng Lu |
| 2003 | Performance Evaluation of SQL-OR Variants for Association Rule Mining. P. Mishra, Sharma Chakravarthy |
| 2003 | Performance Tests in Data Warehousing ETLM Process for Detection of Changes in Data Origin. Rosana L. de B. A. Rocha, Leonardo Figueiredo Cardoso, Jano Moreira de Souza |
| 2003 | Pre-computing Approximate Hierarchical Range Queries in a Tree-Like Histogram. Francesco Buccafurri, Gianluca Lax |
| 2003 | Recent Developments in Web Usage Mining Research. Federico Michele Facca, Pier Luca Lanzi |
| 2003 | Rough Set Based Decision Tree Model for Classification. Sonajharia Minz, Rajni Jain |
| 2003 | Similarity Search in Structured Data. Hans-Peter Kriegel, Stefan Schönauer |
| 2003 | The GMD Data Model for Multidimensional Information: A Brief Introduction. Enrico Franconi, Anand Kamble |
| 2003 | Using a Connectionist Approach for Enhancing Domain Ontologies: Self-Organizing Word Category Maps Revisited. Michael Dittenbach, Dieter Merkl, Helmut Berger |
| 2003 | Using an Interest Ontology for Improved Support in Rule Mining. Xiaoming Chen, Xuan Zhou, Richard B. Scherl, James Geller |
| 2003 | XML for Data Warehousing Chances and Challenges: (Extended Abstract). Peter Fankhauser, Thomas Klement |