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ORCID6th DaWaK 2004: Zaragoza, Spain
- Yahiko Kambayashi, Mukesh K. Mohania, Wolfram Wöß:
Data Warehousing and Knowledge Discovery, 6th International Conference, DaWaK 2004, Zaragoza, Spain, September 1-3, 2004, Proceedings. Lecture Notes in Computer Science 3181, Springer 2004, ISBN 3-540-22937-X
Data Warehousing Design
- Vicky Nassis, Rajagopal Rajugan, Tharam S. Dillon, J. Wenny Rahayu:
Conceptual Design of XML Document Warehouses. 1-14 - Ladjel Bellatreche, Michel Schneider, Hervé Lorinquer, Mukesh K. Mohania:
Bringing Together Partitioning, Materialized Views and Indexes to Optimize Performance of Relational Data Warehouses. 15-25 - Robson do Nascimento Fidalgo, Valéria Cesário Times, Joel da Silva, Fernando da Fonseca de Souza:
GeoDWFrame: A Framework for Guiding the Design of Geographical Dimensional Schemas. 26-37 - Pedro Furtado
:
Workload-Based Placement and Join Processing in Node-Partitioned Data Warehouses. 38-47
Knowledge Discovery Framework and XML Data Mining
- Ahmed Sultan Al-Hegami, Vasudha Bhatnagar, Naveen Kumar:
Novelty Framework for Knowledge Discovery in Databases. 48-57 - Sadok Ben Yahia, Engelbert Mephu Nguifo:
Revisiting Generic Bases of Association Rules. 58-67 - Ling Chen, Sourav S. Bhowmick, Liang-Tien Chia:
Mining Maximal Frequently Changing Subtree Patterns from XML Documents. 68-76 - Qiankun Zhao, Sourav S. Bhowmick, Sanjay Madria:
Discovering Pattern-Based Dynamic Structures from Versions of Unordered XML Documents. 77-86
Data Cubes and Queries
- Fredrik Bengtsson, Jingsen Chen:
Space-Efficient Range-Sum Queries in OLAP. 87-96 - Alfredo Cuzzocrea, Wei Wang, Ugo Matrangolo:
Answering Approximate Range Aggregate Queries on OLAP Data Cubes with Probabilistic Guarantees. 97-108 - Pauline Lienhua Chou, Xiuzhen Zhang:
Computing Complex Iceberg Cubes by Multiway Aggregation and Bounding. 108-117
Multidimensional Schema and Data Aggregation
- Karin Becker, Duncan Dubugras A. Ruiz:
An Aggregate-Aware Retargeting Algorithm for Multiple Fact Data Warehouses. 118-128 - Wo-Shun Luk, Chao Li:
A Partial Pre-aggregation Scheme for HOLAP Engines. 129-137 - Mikael R. Jensen, Thomas Holmgren, Torben Bach Pedersen:
Discovering Multidimensional Structure in Relational Data. 138-148
Inductive Databases and Temporal Rules
- Taneli Mielikäinen:
Inductive Databases as Ranking. 149-158 - Saso Dzeroski, Ljupco Todorovski, Peter Ljubic:
Inductive Databases of Polynomial Equations. 159-168 - Paul Cotofrei, Kilian Stoffel:
From Temporal Rules to Temporal Meta-rules. 169-178
Industrial Track
- Torben Bach Pedersen:
How Is BI Used in Industry?: Report from a Knowledge Exchange Network. 179-188 - Mohamed Medhat Gaber, Arkady B. Zaslavsky, Shonali Krishnaswamy:
Towards an Adaptive Approach for Mining Data Streams in Resource Constrained Environments. 189-198
Data Clustering
- Hongxing He, Graham J. Williams, Jie Chen, Simon Hawkins, Chris Kelman:
Exploring Possible Adverse Drug Reactions by Clustering Event Sequences. 199-208 - Kok-Leong Ong, Wenyuan Li, Wee Keong Ng, Ee-Peng Lim:
SCLOPE: An Algorithm for Clustering Data Streams of Categorical Attributes. 209-218 - Jun Du, Emin Erkan Korkmaz, Reda Alhajj, Ken Barker:
Novel Clustering That Employs Genetic Algorithm with New Representation Scheme and Multiple Objectives. 219-228
Data Visualization and Exploration
- Chia-Hui Chang, Zhi-Kai Ding:
Categorical Data Visualization and Clustering Using Subjective Factors. 229-238 - Francisco J. Ferrer-Troyano, Jesús S. Aguilar-Ruiz, José Cristóbal Riquelme Santos:
Multidimensional Data Visual Exploration by Interactive Information Segments. 239-248 - Aurisan Souza de Santana, Ana Maria de Carvalho Moura:
Metadata to Support Transformations and Data & Metadata Lineage in a Warehousing Environment. 249-258
Data Classification, Extraction and Interpretation
- Yue-Shi Lee, Show-Jane Yen:
Classification Based on Attribute Dependency. 259-268 - Zhao Li, Wee Keong Ng, Kok-Leong Ong:
OWDEAH: Online Web Data Extraction Based on Access History. 269-278 - Jesús S. Aguilar-Ruiz, Francisco Azuaje, José Cristóbal Riquelme Santos:
Data Mining Approaches to Diffuse Large B-Cell Lymphoma Gene Expression Data Interpretation. 279-288
Data Semantics
- Henner Graubitz, Myra Spiliopoulou:
Deriving Multiple Topics to Label Small Document Regions. 289-298 - A. Soydan Bilgin, Rada Chirkova, Timo J. Salo, Munindar P. Singh:
Deriving Efficient SQL Sequences via Read-Aheads. 299-308 - Alexey Tsymbal, Mykola Pechenizkiy, Padraig Cunningham:
Diversity in Random Subspacing Ensembles. 309-319
Association Rule Mining
- Himavalli Kona, Sharma Chakravarthy:
Partitioned Approach to Association Rule Mining over Multiple Databases. 320-330 - Shakil Ahmed, Frans Coenen, Paul H. Leng:
A Tree Partitioning Method for Memory Management in Association Rule Mining. 331-340 - María N. Moreno García, Francisco José García-Peñalvo, María José Polo Martín:
Mining Interesting Association Rules for Prediction in the Software Project Management Area. 341-350
Mining Event Sequences
- Kuo-Yu Huang, Chia-Hui Chang, Kuo-Zui Lin:
PROWL: An Efficient Frequent continuity Mining Algorithm on Event Sequences. 351-360 - Zhung-Xun Liao, Man-Kwan Shan:
Algorithms for Discovery of Frequent Superset, Rather than Frequent Subset. 361-370 - Adriana Prado, Cristiane Targa, Alexandre Plastino:
Improving Direct Counting for Frequent Itemset Mining. 371-380
Pattern Mining
- Show-Jane Yen, Yue-Shi Lee:
Mining Sequential Patterns with Item Constraints. 381-390 - Alain Casali:
Mining Borders of the Difference of Two Datacubes. 391-400 - Kuo-Yu Huang, Chia-Hui Chang:
Mining Periodic Patterns in Sequence Data. 401-410
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