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ICML
2005
IEEE
16 years 5 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
VL
2009
IEEE
157views Visual Languages» more  VL 2009»
15 years 11 months ago
Combining spatial and semantic label analysis
Labels in spreadsheets can be exploited for finding errors in spreadsheet formulas. Previous approaches have either used the positional information of labels or their interpretat...
Chris Chambers, Martin Erwig
ICMCS
2005
IEEE
155views Multimedia» more  ICMCS 2005»
15 years 10 months ago
Content-Free Image Retrieval Based on Relations Exploited from User Feedbacks
We propose a new “content-free” image retrieval method which attempts to exploit certain common tendencies that exist among people’s interpretation of images from user feedb...
Shingo Uchihashi, Takeo Kanade
WIA
2005
Springer
15 years 10 months ago
Robust Spelling Correction
The paper introduces a robust spelling correction technique to deal with ill-formed input strings, including unknown parts of unknown length. In contrast to previous works, we deri...
Manuel Vilares Ferro, Juan Otero Pombo, Jesú...
OOPSLA
2004
Springer
15 years 9 months ago
Advancements in multicode optimization
In previous work, we have shown that multicodes can be used to improve the performance of Java applications. We extend that work by both implementing more multicodes and consideri...
Ben Stephenson, Wade Holst