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KDD
1998
ACM
147views Data Mining» more  KDD 1998»
15 years 9 months ago
ADtrees for Fast Counting and for Fast Learning of Association Rules
Abstract: The problem of discovering association rules in large databases has received considerable research attention. Much research has examined the exhaustive discovery of all a...
Brigham S. Anderson, Andrew W. Moore
VLDB
1998
ACM
192views Database» more  VLDB 1998»
15 years 9 months ago
Algorithms for Mining Distance-Based Outliers in Large Datasets
This paper deals with finding outliers (exceptions) in large, multidimensional datasets. The identification of outliers can lead to the discovery of truly unexpected knowledge in ...
Edwin M. Knorr, Raymond T. Ng
STOC
1997
ACM
125views Algorithms» more  STOC 1997»
15 years 9 months ago
An Interruptible Algorithm for Perfect Sampling via Markov Chains
For a large class of examples arising in statistical physics known as attractive spin systems (e.g., the Ising model), one seeks to sample from a probability distribution π on an...
James Allen Fill
ASPLOS
1994
ACM
15 years 9 months ago
Compiler Optimizations for Improving Data Locality
In the past decade, processor speed has become significantly faster than memory speed. Small, fast cache memories are designed to overcome this discrepancy, but they are only effe...
Steve Carr, Kathryn S. McKinley, Chau-Wen Tseng
ASPLOS
1992
ACM
15 years 9 months ago
High Speed Switch Scheduling for Local Area Networks
Current technology trends make it possible to build communication networks that can support high performance distributed computing. This paper describes issues in the design of a ...
Thomas E. Anderson, Susan S. Owicki, James B. Saxe...
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