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3rd DaWaK 2001: Munich, Germany
- Yahiko Kambayashi, Werner Winiwarter, Masatoshi Arikawa:
Data Warehousing and Knowledge Discovery, Third International Conference, DaWaK 2001, Munich, Germany, September 5-7, 2001, Proceedings. Lecture Notes in Computer Science 2114, Springer 2001, ISBN 3-540-42553-5
Invited Talk
- Larry Kerschberg:
Knowledge Management in Heterogeneous Data Warehouse Environments. 1-10
Association Rules (1)
- Ming-Cheng Tseng, Wen-Yang Lin:
Mining Generalized Association Rules with Multiple Minimum Supports. 11-20 - Peter Bollmann-Sdorra, Aladdin Hafez, Vijay V. Raghavan:
A Theoretical Framework for Association Mining Based on the Boolean Retrieval Model. 21-30 - Ling Feng, Qing Li, Allan K. Y. Wong:
Mining Inter-transactional Association Rules: Generalization and Empirical Evaluation. 31-40 - Hasan M. Jamil:
On the Equivalence of Top-Down and Bottom-Up Data Mining in Relational Databases. 41-50
Association Rules (2)
- Steffan Baron, Myra Spiliopoulou:
Monitoring Change in Mining Results. 51-60 - Sérgio Viademonte, Frada Burstein
, Robert Dahni, Scott Williams:
Discovering Knowledge from Meteorological Databases: A Meteorological Aviation Forecast Study. 61-70 - Salvatore Orlando, Paolo Palmerini, Raffaele Perego
Enhancing the Apriori Algorithm for Frequent Set Counting. 71-82
Mining Temporal Patterns
- Ismail H. Toroslu
Mining Cyclically Repeated Patterns. 83-92 - Hideyuki Maki, Yuko Teranishi:
Development of Automated Data Mining System for Quality Control in Manufacturing. 93-100
Data Mining Techniques
- Catharine M. Wyss, Chris Giannella, Edward L. Robertson:
FastFDs: A Heuristic-Driven, Depth-First Algorithm for Mining Functional Dependencies from Relation Instances - Extended Abstract. 101-110 - Seppo Puuronen, Iryna Skrypnyk, Alexey Tsymbal:
Ensemble Feature Selection Based on the Contextual Merit. 111-120 - Yongqiao Xiao, Margaret H. Dunham:
Interactive Clustering for Transaction Data. 121-130
Collaborative Filtering and Web Mining
- Se June Hong, Ramesh Natarajan, Ilana Belitskaya:
A New Approach for Item Choice Recommendations. 131-140 - Sonny Han Seng Chee, Jiawei Han, Ke Wang:
RecTree: An Efficient Collaborative Filtering Method. 141-151 - K. Selçuk Candan, Wen-Syan Li:
Discovering Web Document Associations for Web Site Summarization. 152-161
Visualization and Matchmaking
- Samuel Kaski, Janne Sinkkonen, Jaakko Peltonen
Data Visualization and Analysis with Self-Organizing Maps in Learning Metrics. 162-173 - Ayman Ammoura, Osmar R. Zaïane, Randy Goebel:
Towards a Novel OLAP Interface for Distributed Data Warehouses. 174-185 - Thomas Eiter, Daniel Veit
Matchmaking for Structured Objects. 186-194
Development of Data Warehouses
- Thanh N. Huynh, Josef Schiefer:
Prototyping Data Warehouse Systems. 195-207 - Anne Tchounikine, Maryvonne Miquel, André Flory:
Information Warehouse for Medical Research. 208-218 - Robert M. Bruckner, Beate List, Josef Schiefer:
Risk-Management for Data Warehouse Systems. 219-229
Maintenance of Data Warehouses
- Xin Zhang, Lingli Ding, Elke A. Rundensteiner:
PVM: Parallel View Maintenance under Concurrent Data Updates of Distributed Sources. 230-239 - Muhammad Akhtar Ali, Norman W. Paton, Alvaro A. A. Fernandes:
An Experimental Performance Evaluation of Incremental Materialized View Maintenance in Object Databases. 240-253 - Robert M. Bruckner, A Min Tjoa
Managing Time Consistency for Active Data Warehouse Environments. 254-263
OLAP (1)
- Panos Kalnis, Dimitris Papadias:
Optimization Algorithms for Simultaneous Multidimensional Queries in OLAP Environments. 264-273 - Joachim Hammer, Lixin Fu:
Improving the Performance of OLAP Queries Using Families of Statistics Trees. 274-283 - Johann Eder
Changes of Dimension Data in Temporal Data Warehouses. 284-293
OLAP (2)
- Christian Böhm, Hans-Peter Kriegel:
Determining the Convex Hull in Large Multidimensional Databases. 294-306 - Yannis Kotidis, Yannis Sismanis, Nick Roussopoulos:
Shared Index Scans for Data Warehouses. 307-316 - Christian Böhm, Hans-Peter Kriegel, Thomas Seidl
Adaptable Similarity Search Using Vector Quantization. 317-327
Distributed Data Warehouses
- Oscar Mangisengi, Johannes Huber, Christian Hawel, Wolfgang Eßmayr:
A Framework for Supporting Interoperability of Data Warehouse Islands Using XML. 328-338 - Marinette Savonnet, Marie-Noëlle Terrasse:
Fragtique: Applying an OO Database Distribution Strategy to Data Warehouses. 339-348 - Jorge Bernardino
Approximate Query Answering Using Data Warehouse Striping. 349-360
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