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» Generality Is Predictive of Prediction Accuracy
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SIGMETRICS
2002
ACM
171views Hardware» more  SIGMETRICS 2002»
15 years 6 months ago
Characterizing the d-TLB behavior of SPEC CPU2000 benchmarks
Despite the numerous optimization and evaluation studies that have been conducted with TLBs over the years, there is still a deficiency in an indepth understanding of TLB characte...
Gokul B. Kandiraju, Anand Sivasubramaniam
RAS
2010
216views more  RAS 2010»
15 years 5 months ago
A nonparametric learning approach to range sensing from omnidirectional vision
We present a novel approach to estimating depth from single omnidirectional camera images by learning the relationship between visual features and range measurements available dur...
Christian Plagemann, Cyrill Stachniss, Jürgen...
GCB
2010
Springer
122views Biometrics» more  GCB 2010»
15 years 4 months ago
Quantitative Comparison of Genomic-Wide Protein Domain Distributions
Abstract: Investigations into the origins and evolution of regulatory mechanisms require quantitative estimates of the abundance and co-occurrence of functional protein domains amo...
Arli A. Parikesit, Peter F. Stadler, Sonja J. Proh...
225
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HAIS
2010
Springer
15 years 4 months ago
Reducing Dimensionality in Multiple Instance Learning with a Filter Method
In this article, we describe a feature selection algorithm which can automatically find relevant features for multiple instance learning. Multiple instance learning is considered a...
Amelia Zafra, Mykola Pechenizkiy, Sebastián...
JMLR
2010
88views more  JMLR 2010»
15 years 1 months ago
Unsupervised Aggregation for Classification Problems with Large Numbers of Categories
Classification problems with a very large or unbounded set of output categories are common in many areas such as natural language and image processing. In order to improve accurac...
Ivan Titov, Alexandre Klementiev, Kevin Small, Dan...