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» Efficient Algorithms for Minimizing Cross Validation Error
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BMCBI
2005
132views more  BMCBI 2005»
13 years 8 months ago
CLPM: A Cross-Linked Peptide Mapping Algorithm for Mass Spectrometric Analysis
Background: Protein-protein, protein-DNA and protein-RNA interactions are of central importance in biological systems. Quadrapole Time-of-flight (Q-TOF) mass spectrometry is a sen...
Yong Tang, Yingfeng Chen, Cheryl F. Lichti, Roger ...
ICC
2007
IEEE
125views Communications» more  ICC 2007»
14 years 15 days ago
Increasing Power Efficiency in Transmitter Diversity Systems under Error Performance Constraints
Motivated by combinatorial optimization theory, we propose an algorithmic power allocation method that minimizes the total transmitting power in transmitter diversity systems, prov...
Diomidis S. Michalopoulos, Athanasios S. Lioumpas,...
NA
2007
120views more  NA 2007»
13 years 8 months ago
On choosing "optimal" shape parameters for RBF approximation
Many radial basis function (RBF) methods contain a free shape parameter that plays an important role for the accuracy of the method. In most papers the authors end up choosing this...
Gregory E. Fasshauer, Jack G. Zhang
FLAIRS
2006
13 years 10 months ago
Using Validation Sets to Avoid Overfitting in AdaBoost
AdaBoost is a well known, effective technique for increasing the accuracy of learning algorithms. However, it has the potential to overfit the training set because its objective i...
Tom Bylander, Lisa Tate
ICMCS
2006
IEEE
159views Multimedia» more  ICMCS 2006»
14 years 2 months ago
Improving Speaker Diarization by Cross EM Refinement
In this paper, we present a new speaker diarization system that improves the accuracy of traditional hierarchical clustering-based methods with little increase in computational co...
Huazhong Ning, Wei Xu, Yihong Gong, Thomas S. Huan...