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» Improving the Practice of Classifier Performance Assessment
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ECML
2006
Springer
15 years 1 months ago
EM Algorithm for Symmetric Causal Independence Models
Causal independence modelling is a well-known method both for reducing the size of probability tables and for explaining the underlying mechanisms in Bayesian networks. In this pap...
Rasa Jurgelenaite, Tom Heskes
75
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ICB
2007
Springer
121views Biometrics» more  ICB 2007»
15 years 2 months ago
Optimal Decision Fusion for a Face Verification System
Fusion is a popular practice to increase the reliability of the biometric verification. In this paper, optimal fusion at decision level by AND rule and OR rule is investigated. Bot...
Qian Tao, Raymond N. J. Veldhuis
BMCBI
2006
124views more  BMCBI 2006»
14 years 10 months ago
Network-based de-noising improves prediction from microarray data
Background: Prediction of human cell response to anti-cancer drugs (compounds) from microarray data is a challenging problem, due to the noise properties of microarrays as well as...
Tsuyoshi Kato, Yukio Murata, Koh Miura, Kiyoshi As...
CORR
2011
Springer
200views Education» more  CORR 2011»
14 years 4 months ago
Validation Measures in CMMI
—Validation is one of the software engineering disciplines that help build quality into software. The major objective of software validation process is to determine that the soft...
Mahmoud Khraiwesh
ICPP
2009
IEEE
15 years 4 months ago
Improving Resource Availability by Relaxing Network Allocation Constraints on Blue Gene/P
— High-end computing (HEC) systems have passed the petaflop barrier and continue to move toward the next frontier of exascale computing. As companies and research institutes con...
Narayan Desai, Darius Buntinas, Daniel Buettner, P...