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PAKDD
2005
ACM
180views Data Mining» more  PAKDD 2005»
14 years 1 months ago
Conditional Random Fields for Transmembrane Helix Prediction
Abstract. It is estimated that 20% of genes in the human genome encode for integral membrane proteins (IMPs) and some estimates are much higher. IMPs control a broad range of event...
Lior Lukov, Sanjay Chawla, W. Bret Church
AIM
2006
13 years 9 months ago
Increasing the benefit of analysis: The case of systems that support communication
: Researchers in academia and practitioners in the field are concluding that object orientation (OO) supports well the stages of technical design and programming but not the stages...
Dov Te'eni, Roy Gelbard, Matti Sade
ICPR
2006
IEEE
14 years 8 months ago
On Kernel Selection in Relevance Vector Machines Using Stability Principle
In this paper we propose an alternative interpretation of Bayesian learning based on maximal evidence principle. We establish a notion of local evidence which can be viewed as a c...
Dmitry Kropotov, Nikita Ptashko, Oleg Vasiliev, Dm...
JMLR
2010
123views more  JMLR 2010»
13 years 2 months ago
Inductive Principles for Restricted Boltzmann Machine Learning
Recent research has seen the proposal of several new inductive principles designed specifically to avoid the problems associated with maximum likelihood learning in models with in...
Benjamin Marlin, Kevin Swersky, Bo Chen, Nando de ...
TRUST
2009
Springer
14 years 2 months ago
ACPI: Design Principles and Concerns
Abstract. ACPI (Advanced Configuration Power Interface) allows operating systems to efficiently configure the hardware platform they are running on and deal with power management...
Loïc Duflot, Olivier Levillain, Benjamin Mori...