| 2004 | A Partial Pre-aggregation Scheme for HOLAP Engines. Wo-Shun Luk, Chao Li |
| 2004 | A Tree Partitioning Method for Memory Management in Association Rule Mining. Shakil Ahmed, Frans Coenen, Paul H. Leng |
| 2004 | Algorithms for Discovery of Frequent Superset, Rather than Frequent Subset. Zhung-Xun Liao, Man-Kwan Shan |
| 2004 | An Aggregate-Aware Retargeting Algorithm for Multiple Fact Data Warehouses. Karin Becker, Duncan Dubugras A. Ruiz |
| 2004 | Answering Approximate Range Aggregate Queries on OLAP Data Cubes with Probabilistic Guarantees. Alfredo Cuzzocrea, Wei Wang, Ugo Matrangolo |
| 2004 | Bringing Together Partitioning, Materialized Views and Indexes to Optimize Performance of Relational Data Warehouses. Ladjel Bellatreche, Michel Schneider, Hervé Lorinquer, Mukesh K. Mohania |
| 2004 | Categorical Data Visualization and Clustering Using Subjective Factors. Chia-Hui Chang, Zhi-Kai Ding |
| 2004 | Classification Based on Attribute Dependency. Yue-Shi Lee, Show-Jane Yen |
| 2004 | Computing Complex Iceberg Cubes by Multiway Aggregation and Bounding. Pauline Lienhua Chou, Xiuzhen Zhang |
| 2004 | Conceptual Design of XML Document Warehouses. Vicky Nassis, Rajagopal Rajugan, Tharam S. Dillon, J. Wenny Rahayu |
| 2004 | Data Mining Approaches to Diffuse Large B-Cell Lymphoma Gene Expression Data Interpretation. Jesús S. Aguilar-Ruiz, Francisco Azuaje, José Cristóbal Riquelme Santos |
| 2004 | Data Warehousing and Knowledge Discovery, 6th International Conference, DaWaK 2004, Zaragoza, Spain, September 1-3, 2004, Proceedings Yahiko Kambayashi, Mukesh K. Mohania, Wolfram Wöß |
| 2004 | Deriving Efficient SQL Sequences via Read-Aheads. A. Soydan Bilgin, Rada Chirkova, Timo J. Salo, Munindar P. Singh |
| 2004 | Deriving Multiple Topics to Label Small Document Regions. Henner Graubitz, Myra Spiliopoulou |
| 2004 | Discovering Multidimensional Structure in Relational Data. Mikael R. Jensen, Thomas Holmgren, Torben Bach Pedersen |
| 2004 | Discovering Pattern-Based Dynamic Structures from Versions of Unordered XML Documents. Qiankun Zhao, Sourav S. Bhowmick, Sanjay Madria |
| 2004 | Diversity in Random Subspacing Ensembles. Alexey Tsymbal, Mykola Pechenizkiy, Padraig Cunningham |
| 2004 | Exploring Possible Adverse Drug Reactions by Clustering Event Sequences. Hongxing He, Graham J. Williams, Jie Chen, Simon Hawkins, Chris Kelman |
| 2004 | From Temporal Rules to Temporal Meta-rules. Paul Cotofrei, Kilian Stoffel |
| 2004 | GeoDWFrame: A Framework for Guiding the Design of Geographical Dimensional Schemas. Robson do Nascimento Fidalgo, Valéria Cesário Times, Joel da Silva, Fernando da Fonseca de Souza |
| 2004 | How Is BI Used in Industry?: Report from a Knowledge Exchange Network. Torben Bach Pedersen |
| 2004 | Improving Direct Counting for Frequent Itemset Mining. Adriana Prado, Cristiane Targa, Alexandre Plastino |
| 2004 | Inductive Databases as Ranking. Taneli Mielikäinen |
| 2004 | Inductive Databases of Polynomial Equations. Saso Dzeroski, Ljupco Todorovski, Peter Ljubic |
| 2004 | Metadata to Support Transformations and Data & Metadata Lineage in a Warehousing Environment. Aurisan Souza de Santana, Ana Maria de Carvalho Moura |
| 2004 | Mining Borders of the Difference of Two Datacubes. Alain Casali |
| 2004 | Mining Interesting Association Rules for Prediction in the Software Project Management Area. María N. Moreno García, Francisco José García-Peñalvo, María José Polo Martín |
| 2004 | Mining Maximal Frequently Changing Subtree Patterns from XML Documents. Ling Chen, Sourav S. Bhowmick, Liang-Tien Chia |
| 2004 | Mining Periodic Patterns in Sequence Data. Kuo-Yu Huang, Chia-Hui Chang |
| 2004 | Mining Sequential Patterns with Item Constraints. Show-Jane Yen, Yue-Shi Lee |
| 2004 | Multidimensional Data Visual Exploration by Interactive Information Segments. Francisco J. Ferrer-Troyano, Jesús S. Aguilar-Ruiz, José Cristóbal Riquelme Santos |
| 2004 | Novel Clustering That Employs Genetic Algorithm with New Representation Scheme and Multiple Objectives. Jun Du, Emin Erkan Korkmaz, Reda Alhajj, Ken Barker |
| 2004 | Novelty Framework for Knowledge Discovery in Databases. Ahmed Sultan Al-Hegami, Vasudha Bhatnagar, Naveen Kumar |
| 2004 | OWDEAH: Online Web Data Extraction Based on Access History. Zhao Li, Wee Keong Ng, Kok-Leong Ong |
| 2004 | PROWL: An Efficient Frequent continuity Mining Algorithm on Event Sequences. Kuo-Yu Huang, Chia-Hui Chang, Kuo-Zui Lin |
| 2004 | Partitioned Approach to Association Rule Mining over Multiple Databases. Himavalli Kona, Sharma Chakravarthy |
| 2004 | Revisiting Generic Bases of Association Rules. Sadok Ben Yahia, Engelbert Mephu Nguifo |
| 2004 | SCLOPE: An Algorithm for Clustering Data Streams of Categorical Attributes. Kok-Leong Ong, Wenyuan Li, Wee Keong Ng, Ee-Peng Lim |
| 2004 | Space-Efficient Range-Sum Queries in OLAP. Fredrik Bengtsson, Jingsen Chen |
| 2004 | Towards an Adaptive Approach for Mining Data Streams in Resource Constrained Environments. Mohamed Medhat Gaber, Arkady B. Zaslavsky, Shonali Krishnaswamy |
| 2004 | Workload-Based Placement and Join Processing in Node-Partitioned Data Warehouses. Pedro Furtado |