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122
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ICML
2005
IEEE
16 years 4 months ago
Closed-form dual perturb and combine for tree-based models
This paper studies the aggregation of predictions made by tree-based models for several perturbed versions of the attribute vector of a test case. A closed-form approximation of t...
Pierre Geurts, Louis Wehenkel
172
Voted
CVPR
2004
IEEE
16 years 6 months ago
BoostMap: A Method for Efficient Approximate Similarity Rankings
This paper introduces BoostMap, a method that can significantly reduce retrieval time in image and video database systems that employ computationally expensive distance measures, ...
Vassilis Athitsos, Jonathan Alon, Stan Sclaroff, G...
PAKDD
2004
ACM
127views Data Mining» more  PAKDD 2004»
15 years 9 months ago
Exploiting Recurring Usage Patterns to Enhance Filesystem and Memory Subsystem Performance
In many cases, normal uses of a system form patterns that will repeat. The most common patterns can be collected into a prediction model which will essentially predict that usage p...
Benjamin Rutt, Srinivasan Parthasarathy
203
Voted
ICEBE
2007
IEEE
182views Business» more  ICEBE 2007»
15 years 10 months ago
Service-Oriented Business Process Modeling and Performance Evaluation based on AHP and Simulation
With the evolution of Grid technologies and the application of Service-Oriented Architecture (SOA), more and more enterprises are integrated and collaborated with each other in a ...
Sen Zeng, Shuangxi Huang, Yushun Fan
239
Voted
ICDE
2002
IEEE
112views Database» more  ICDE 2002»
16 years 5 months ago
Design and Evaluation of Alternative Selection Placement Strategies in Optimizing Continuous Queries
In this paper, we design and evaluate alternative selection placement strategies for optimizing a very large number of continuous queries in an Internet environment. Two grouping ...
Jianjun Chen, David J. DeWitt, Jeffrey F. Naughton