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» An Overview of Database Mining Techniques
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ICDE
2005
IEEE
104views Database» more  ICDE 2005»
14 years 9 months ago
Practical Data Management Techniques for Vehicle Tracking Data
A novel data source for assessing traffic conditions is floating car data (FCD) in the form of vehicle tracking data, or, in database terms, trajectory data. This work proposes pr...
Sotiris Brakatsoulas, Dieter Pfoser, Nectaria Tryf...
ICDE
2010
IEEE
268views Database» more  ICDE 2010»
14 years 7 months ago
Techniques for Efficiently Searching in Spatial, Temporal, Spatio-temporal, and Multimedia Databases
This tutorial provides a comprehensive and comparative overview of general techniques to efficiently support similarity queries in spatial, temporal, spatio-temporal, and multimedi...
Hans-Peter Kriegel, Matthias Renz, Peer Kröge...
ICDM
2005
IEEE
153views Data Mining» more  ICDM 2005»
14 years 1 months ago
Privacy-Preserving Frequent Pattern Mining across Private Databases
Privacy consideration has much significance in the application of data mining. It is very important that the privacy of individual parties will not be exposed when data mining te...
Ada Wai-Chee Fu, Raymond Chi-Wing Wong, Ke Wang
CINQ
2004
Springer
182views Database» more  CINQ 2004»
13 years 11 months ago
Mining Constrained Graphs: The Case of Workflow Systems
Abstract. Constrained graphs are directed graphs describing the control flow of processes models. In such graphs, nodes represent activities involved in the process, and edges the ...
Gianluigi Greco, Antonella Guzzo, Giuseppe Manco, ...
KDD
1997
ACM
131views Data Mining» more  KDD 1997»
14 years 2 days ago
Discovery of Actionable Patterns in Databases: The Action Hierarchy Approach
An approach to defining actionability as a measure of interestingness of patterns is proposed. This approach is based on the concept of an action hierarchy which is defined as a t...
Gediminas Adomavicius, Alexander Tuzhilin