7. DaWaK 2005: Copenhagen, Denmark

A. Min Tjoa, Juan Trujillo (Eds.): 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 BibTeX

Data Warehouse I

Johann Eder, Christian Koncilia, Karl Wiggisser:
A Tree Comparison Approach to Detect Changes in Data Warehouse Structures. 1-10
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José Jacobo Zubcoff, Juan Trujillo:
Extending the UML for Designing Association Rule Mining Models for Data Warehouses. 11-21
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Tho Manh Nguyen, Jaromir Nemec, Martin Windisch:
Event-Feeded Dimension Solution. 22-31
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Byung-Kwon Park, Hyoil Han, Il-Yeol Song:
XML-OLAP: A Multidimensional Analysis Framework for XML Warehouses. 32-42
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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
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Veronika Stefanov, Beate List, Birgit Korherr:
Extending UML 2 Activity Diagrams with Business Intelligence Objects. 53-63
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Kamel Aouiche, Jérôme Darmont, Omar Boussaid, Fadila Bentayeb:
Automatic Selection of Bitmap Join Indexes in Data Warehouses. 64-73
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Evaluating Data Warehouses and Tools

Christian Thomsen, Torben Bach Pedersen:
A Survey of Open Source Tools for Business Intelligence. 74-84
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Jérôme Darmont, Omar Boussaid, Fadila Bentayeb:
DWEB: A Data Warehouse Engineering Benchmark. 85-94
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Gema 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
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Riccardo Torlone, Ivan Panella:
Design and Development of a Tool for Integrating Heterogeneous Data Warehouses. 105-114
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Schema Transformations

Ladjel Bellatreche, Kamel Boukhalfa:
An Evolutionary Approach to Schema Partitioning Selection in a Data Warehouse. 115-125
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Hao Fan:
Using Schema Transformation Pathways for Incremental View Maintenance. 126-135
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Paulo J. F. Carreira, Helena Galhardas, João Pereira, Antónia Lopes:
Data Mapper: An Operator for Expressing One-to-Many Data Transformations. 136-145
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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
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Songmei Yu, Vijayalakshmi Atluri, Nabil R. Adam:
Selective View Materialization in a Spatial Data Warehouse. 157-167
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Hongsong Li, Houkuan Huang, Shijin Liu:
PMC: Select Materialized Cells in Data Cubes. 168-178
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Aggregates

Hua-Gang Li, Hailing Yu, Divyakant Agrawal, Amr El Abbadi:
Progressive Ranking of Range Aggregates. 179-189
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Marcin Gorawski, Rafal Malczok:
On Efficient Storing and Processing of Long Aggregate Lists. 190-199
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Data Warehouse Queries and Database Processing Issues

Josep Aguilar-Saborit, Victor Muntés-Mulero, Calisto Zuzarte, Josep-Lluis Larriba-Pey:
Ad Hoc Star Join Query Processing in Cluster Architectures. 200-209
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Patrick Lehti, Peter Fankhauser:
A Precise Blocking Method for Record Linkage. 210-220
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Sami Naouali, Rokia Missaoui:
Flexible Query Answering in Data Cubes. 221-232
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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
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Data Mining Algorithms and Techniques

Evangelos Dellis, Bernhard Seeger, Akrivi Vlachou:
Nearest Neighbor Search on Vertically Partitioned High-Dimensional Data. 243-253
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Qingsong Yao, Xiangji Huang, Aijun An:
A Machine Learning Approach to Identifying Database Sessions Using Unlabeled Data. 254-264
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Kwang Hyuk Im, Tae-Hyun Kim, Sang-Chan Park:
Hybrid System of Case-Based Reasoning and Neural Network for Symbolic Features. 265-274
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Data Mining

Gyözö Gidófalvi, Torben Bach Pedersen:
Spatio-temporal Rule Mining: Issues and Techniques. 275-284
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Malik Agyemang, Ken Barker, Reda Alhajj:
Hybrid Approach to Web Content Outlier Mining Without Query Vector. 285-294
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Mikolaj Morzy, Tadeusz Morzy, Marek Wojciechowski, Maciej Zakrzewicz:
Incremental Data Mining Using Concurrent Online Refresh of Materialized Data Mining Views. 295-304
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Shichao Zhang, Xindong Wu, Jilian Zhang, Chengqi Zhang:
A Decremental Algorithm for Maintaining Frequent Itemsets in Dynamic Databases. 305-314
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Association Rules

Edi Winarko, John F. Roddick:
Discovering Richer Temporal Association Rules from Interval-Based Data. 315-325
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Min Song, Il-Yeol Song, Xiaohua Hu, Robert B. Allen:
Semantic Query Expansion Combining Association Rules with Ontologies and Information Retrieval Techniques. 326-335
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Ming-Cheng Tseng, Wen-Yang Lin, Rong Jeng:
Maintenance of Generalized Association Rules Under Transaction Update and Taxonomy Evolution. 336-345
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Tarek Hamrouni, Sadok Ben Yahia, Yahya Slimani:
Prince: An Algorithm for Generating Rule Bases Without Closure Computations. 346-355
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Text Processing and Classification

Jorge Vieira, Jorge Bernardino, Henrique Madeira:
Efficient Compression of Text Attributes of Data Warehouse Dimensions. 356-367
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Ding-Yi Chen, Xue Li, Zhao Yang Dong, Xia Chen:
Effectiveness of Document Representation for Classification. 368-377
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Tieyun Qian, Yuanzhen Wang, Hao Long, Jianlin Feng:
2-PS Based Associative Text Classification. 378-387
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Miscellaneous Applications

Matthew Gebski, Raymond K. Wong:
Intrusion Detection via Analysis and Modelling of User Commands. 388-397
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Jon Ducrou, Bastian Wormuth, Peter W. Eklund:
Dynamic Schema Navigation Using Formal Concept Analysis. 398-407
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Security and Privacy Issues

Ming Hua, Shouzhi Zhang, Wei Wang, Haofeng Zhou, Baile Shi:
FMC: An Approach for Privacy Preserving OLAP. 408-417
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Elisa Bertino, Igor Nai Fovino:
Information Driven Evaluation of Data Hiding Algorithms. 418-427
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Patterns

Alain Casali, Rosine Cicchetti, Lotfi Lakhal:
Essential Patterns: A Perfect Cover of Frequent Patterns. 428-437
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Xuequn Shang, Kai-Uwe Sattler:
Processing Sequential Patterns in Relational Databases. 438-447
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Mikolaj Morzy, Marek Wojciechowski, Maciej Zakrzewicz:
Optimizing a Sequence of Frequent Pattern Queries. 448-457
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Enhong Chen, Tongshu Li, Phillip C.-Y. Sheu:
A General Effective Framework for Monotony and Tough Constraint Based Sequential Pattern Mining. 458-467
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Cluster and Classification I

Juggapong Natwichai, Xue Li, Maria E. Orlowska:
Hiding Classification Rules for Data Sharing with Privacy Preservation. 468-477
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Filippo Furfaro, Giuseppe M. Mazzeo, Cristina Sirangelo:
Clustering-Based Histograms for Multi-dimensional Data. 478-487
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Kittisak Kerdprasop, Nittaya Kerdprasop, Pairote Sattayatham:
Weighted K-Means for Density-Biased Clustering. 488-497
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Cluster and Classification II

Matthew Gebski, Raymond K. Wong:
A New Approach for Cluster Detection for Large Datasets with High Dimensionality. 498-508
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Fabrizio Angiulli, Clara Pizzuti:
Gene Expression Biclustering Using Random Walk Strategies. 509-519
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Wenyuan Li, Kok-Leong Ong, Wee Keong Ng, Aixin Sun:
Spectral Kernels for Classification. 520-529
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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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