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» Predicting relative performance of classifiers from samples
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ICCD
1996
IEEE
145views Hardware» more  ICCD 1996»
15 years 4 months ago
Can Trace-Driven Simulators Accurately Predict Superscalar Performance?
There are four crucial issues associated with performance simulators: simulator retargetability, simulator validation, simulation speed and simulation accuracy. This paper documen...
Bryan Black, Andrew S. Huang, Mikko H. Lipasti, Jo...
100
Voted
BMCBI
2008
140views more  BMCBI 2008»
15 years 17 days ago
SCPRED: Accurate prediction of protein structural class for sequences of twilight-zone similarity with predicting sequences
Background: Protein structure prediction methods provide accurate results when a homologous protein is predicted, while poorer predictions are obtained in the absence of homologou...
Lukasz A. Kurgan, Krzysztof J. Cios, Ke Chen 0003
91
Voted
ASPLOS
2008
ACM
15 years 2 months ago
Efficiency trends and limits from comprehensive microarchitectural adaptivity
Increasing demand for power-efficient, high-performance computing requires tuning applications and/or the underlying hardware to improve the mapping between workload heterogeneity...
Benjamin C. Lee, David Brooks
98
Voted
FGR
2008
IEEE
238views Biometrics» more  FGR 2008»
15 years 7 months ago
Focus on quality, predicting FRVT 2006 performance
This paper summarizes a study carried out on data from the Face Recognition Vendor Test 2006 (FRVT 2006). The finding of greatest practical importance is the discovery of a stron...
J. Ross Beveridge, Geof H. Givens, P. Jonathon Phi...
103
Voted
KDD
2007
ACM
190views Data Mining» more  KDD 2007»
16 years 26 days ago
Model-shared subspace boosting for multi-label classification
Typical approaches to multi-label classification problem require learning an independent classifier for every label from all the examples and features. This can become a computati...
Rong Yan, Jelena Tesic, John R. Smith