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ORCID7th DaWaK 2005: Copenhagen, Denmark
- A Min Tjoa
, Juan Trujillo:
Data Warehousing and Knowledge Discovery, 7th International Conference, DaWaK 2005, Copenhagen, Denmark, August 22-26, 2005, Proceedings. Lecture Notes in Computer Science 3589, Springer 2005, ISBN 3-540-28558-X
Data Warehouse I
- Johann Eder, Christian Koncilia, Karl Wiggisser:
A Tree Comparison Approach to Detect Changes in Data Warehouse Structures. 1-10 - José Jacobo Zubcoff, Juan Trujillo:
Extending the UML for Designing Association Rule Mining Models for Data Warehouses. 11-21 - Tho Manh Nguyen, Jaromir Nemec, Martin Windisch:
Event-Feeded Dimension Solution. 22-31 - Byung-Kwon Park, Hyoil Han, Il-Yeol Song:
XML-OLAP: A Multidimensional Analysis Framework for XML Warehouses. 32-42
Data Warehouse II
- Alkis Simitsis, Panos Vassiliadis, Manolis Terrovitis, Spiros Skiadopoulos:
Graph-Based Modeling of ETL Activities with Multi-level Transformations and Updates. 43-52 - Veronika Stefanov, Beate List, Birgit Korherr:
Extending UML 2 Activity Diagrams with Business Intelligence Objects. 53-63 - Kamel Aouiche, Jérôme Darmont, Omar Boussaid, Fadila Bentayeb:
Automatic Selection of Bitmap Join Indexes in Data Warehouses. 64-73
Evaluating Data Warehouses and Tools
- Christian Thomsen, Torben Bach Pedersen:
A Survey of Open Source Tools for Business Intelligence. 74-84 - Jérôme Darmont, Omar Boussaid, Fadila Bentayeb:
DWEB: A Data Warehouse Engineering Benchmark. 85-94 - Gemma Berenguer, Rafael Romero, Juan Trujillo, Manuel A. Serrano, Mario Piattini:
A Set of Quality Indicators and Their Corresponding Metrics for Conceptual Models of Data Warehouses. 95-104 - Riccardo Torlone, Ivan Panella:
Design and Development of a Tool for Integrating Heterogeneous Data Warehouses. 105-114
Schema Transformations
- Ladjel Bellatreche, Kamel Boukhalfa:
An Evolutionary Approach to Schema Partitioning Selection in a Data Warehouse. 115-125 - Hao Fan:
Using Schema Transformation Pathways for Incremental View Maintenance. 126-135 - Paulo J. F. Carreira, Helena Galhardas, João Pereira, Antónia Lopes:
Data Mapper: An Operator for Expressing One-to-Many Data Transformations. 136-145
Materialized Views
- Jin-Ho Kim, Byung Suk Lee, Yang-Sae Moon, Sooho Ok, Wookey Lee:
Parallel Consistency Maintenance of Materialized Views Using Referential Integrity Constraints in Data Warehouses. 146-156 - Songmei Yu, Vijayalakshmi Atluri, Nabil R. Adam:
Selective View Materialization in a Spatial Data Warehouse. 157-167 - Hongsong Li, Houkuan Huang, Shijin Liu:
PMC: Select Materialized Cells in Data Cubes. 168-178
Aggregates
- Hua-Gang Li, Hailing Yu, Divyakant Agrawal, Amr El Abbadi:
Progressive Ranking of Range Aggregates. 179-189 - Marcin Gorawski, Rafal Malczok:
On Efficient Storing and Processing of Long Aggregate Lists. 190-199
Data Warehouse Queries and Database Processing Issues
- Josep Aguilar-Saborit, Victor Muntés-Mulero, Calisto Zuzarte, Josep Lluís Larriba-Pey:
Ad Hoc Star Join Query Processing in Cluster Architectures. 200-209 - Patrick Lehti, Peter Fankhauser:
A Precise Blocking Method for Record Linkage. 210-220 - Sami Naouali, Rokia Missaoui:
Flexible Query Answering in Data Cubes. 221-232 - K. M. Azharul Hasan, Masayuki Kuroda, Naoki Azuma, Tatsuo Tsuji, Ken Higuchi:
An Extendible Array Based Implementation of Relational Tables for Multi Dimensional Databases. 233-242
Data Mining Algorithms and Techniques
- Evangelos Dellis, Bernhard Seeger, Akrivi Vlachou:
Nearest Neighbor Search on Vertically Partitioned High-Dimensional Data. 243-253 - Qingsong Yao, Xiangji Huang, Aijun An:
A Machine Learning Approach to Identifying Database Sessions Using Unlabeled Data. 254-264 - Kwang Hyuk Im, Tae Hyun Kim, Sang-Chan Park:
Hybrid System of Case-Based Reasoning and Neural Network for Symbolic Features. 265-274
Data Mining
- Gyözö Gidófalvi, Torben Bach Pedersen:
Spatio-temporal Rule Mining: Issues and Techniques. 275-284 - Malik Agyemang, Ken Barker, Reda Alhajj:
Hybrid Approach to Web Content Outlier Mining Without Query Vector. 285-294 - Mikolaj Morzy, Tadeusz Morzy, Marek Wojciechowski, Maciej Zakrzewicz:
Incremental Data Mining Using Concurrent Online Refresh of Materialized Data Mining Views. 295-304 - Shichao Zhang, Xindong Wu, Jilian Zhang, Chengqi Zhang:
A Decremental Algorithm for Maintaining Frequent Itemsets in Dynamic Databases. 305-314
Association Rules
- Edi Winarko, John F. Roddick:
Discovering Richer Temporal Association Rules from Interval-Based Data. 315-325 - Min Song, Il-Yeol Song, Xiaohua Hu, Robert B. Allen:
Semantic Query Expansion Combining Association Rules with Ontologies and Information Retrieval Techniques. 326-335 - Ming-Cheng Tseng, Wen-Yang Lin, Rong Jeng:
Maintenance of Generalized Association Rules Under Transaction Update and Taxonomy Evolution. 336-345 - Tarek Hamrouni, Sadok Ben Yahia, Yahya Slimani:
Prince: An Algorithm for Generating Rule Bases Without Closure Computations. 346-355
Text Processing and Classification
- Jorge Vieira, Jorge Bernardino, Henrique Madeira:
Efficient Compression of Text Attributes of Data Warehouse Dimensions. 356-367 - Ding-Yi Chen, Xue Li, Zhao Yang Dong, Xia Chen:
Effectiveness of Document Representation for Classification. 368-377 - Tieyun Qian, Yuanzhen Wang, Hao Long, Jianlin Feng:
2-PS Based Associative Text Classification. 378-387
Miscellaneous Applications
- Matthew Gebski, Raymond K. Wong:
Intrusion Detection via Analysis and Modelling of User Commands. 388-397 - Jon Ducrou, Bastian Wormuth, Peter W. Eklund:
Dynamic Schema Navigation Using Formal Concept Analysis. 398-407
Security and Privacy Issues
- Ming Hua, Shouzhi Zhang, Wei Wang, Haofeng Zhou, Baile Shi:
FMC: An Approach for Privacy Preserving OLAP. 408-417 - Elisa Bertino, Igor Nai Fovino:
Information Driven Evaluation of Data Hiding Algorithms. 418-427
Patterns
- Alain Casali, Rosine Cicchetti, Lotfi Lakhal:
Essential Patterns: A Perfect Cover of Frequent Patterns. 428-437 - Xuequn Shang, Kai-Uwe Sattler:
Processing Sequential Patterns in Relational Databases. 438-447 - Mikolaj Morzy, Marek Wojciechowski, Maciej Zakrzewicz:
Optimizing a Sequence of Frequent Pattern Queries. 448-457 - Enhong Chen, Tongshu Li, Phillip C.-Y. Sheu:
A General Effective Framework for Monotony and Tough Constraint Based Sequential Pattern Mining. 458-467
Cluster and Classification I
- Juggapong Natwichai, Xue Li, Maria E. Orlowska:
Hiding Classification Rules for Data Sharing with Privacy Preservation. 468-477 - Filippo Furfaro, Giuseppe M. Mazzeo, Cristina Sirangelo:
Clustering-Based Histograms for Multi-dimensional Data. 478-487 - Kittisak Kerdprasop, Nittaya Kerdprasop, Pairote Sattayatham:
Weighted K-Means for Density-Biased Clustering. 488-497
Cluster and Classification II
- Matthew Gebski, Raymond K. Wong:
A New Approach for Cluster Detection for Large Datasets with High Dimensionality. 498-508 - Fabrizio Angiulli, Clara Pizzuti:
Gene Expression Biclustering Using Random Walk Strategies. 509-519 - Wenyuan Li, Kok-Leong Ong, Wee Keong Ng, Aixin Sun:
Spectral Kernels for Classification. 520-529 - Tho Manh Nguyen, A Min Tjoa, Juan Trujillo:
Data Warehousing and Knowledge Discovery: A Chronological View of Research Challenges. 530-535
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