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ADMA
2005
Springer
119views Data Mining» more  ADMA 2005»
15 years 9 months ago
Heuristic Scheduling of Concurrent Data Mining Queries
Execution cost of batched data mining queries can be reduced by integrating their I/O steps. Due to memory limitations, not all data mining queries in a batch can be executed toget...
Marek Wojciechowski, Maciej Zakrzewicz
SIGKDD
2008
113views more  SIGKDD 2008»
15 years 3 months ago
On exploiting the power of time in data mining
We introduce the new paradigm of Change Mining as data mining over a volatile, evolving world with the objective of understanding change. While there is much work on incremental m...
Mirko Böttcher, Frank Höppner, Myra Spil...
IISWC
2006
IEEE
15 years 9 months ago
MineBench: A Benchmark Suite for Data Mining Workloads
Abstract— Data mining constitutes an important class of scientific and commercial applications. Recent advances in data extraction techniques have created vast data sets, which ...
Ramanathan Narayanan, Berkin Özisikyilmaz, Jo...
KDD
2003
ACM
113views Data Mining» more  KDD 2003»
16 years 3 months ago
Using randomized response techniques for privacy-preserving data mining
Privacy is an important issue in data mining and knowledge discovery. In this paper, we propose to use the randomized response techniques to conduct the data mining computation. S...
Wenliang Du, Zhijun Zhan
KDD
2003
ACM
140views Data Mining» more  KDD 2003»
16 years 3 months ago
Mining hepatitis data with temporal abstraction
Tu Bao Ho, Trong Dung Nguyen, Saori Kawasaki, Si Q...