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ESANN
2004
15 years 6 months ago
Sparse LS-SVMs using additive regularization with a penalized validation criterion
This paper is based on a new way for determining the regularization trade-off in least squares support vector machines (LS-SVMs) via a mechanism of additive regularization which ha...
Kristiaan Pelckmans, Johan A. K. Suykens, Bart De ...
LICS
1999
IEEE
15 years 9 months ago
Towards a Theory of Bisimulation for Local Names
Pitts and Stark have proposed the -calculus as a language for investigating the interaction of unique name generation and higher-order functions. They developed a sound model base...
Alan Jeffrey, Julian Rathke
SRDS
2006
IEEE
15 years 11 months ago
Call Availability Prediction in a Telecommunication System: A Data Driven Empirical Approach
Availability prediction in a telecommunication system plays a crucial role in its management, either by alerting the operator to potential failures or by proactively initiating pr...
Günther A. Hoffmann, Miroslaw Malek
UAI
1994
15 years 6 months ago
A New Look at Causal Independence
Heckerman (1993) defined causal independence in terms of a set of temporal conditional independence statements. These statements formalized certain types of causal interaction whe...
David Heckerman, John S. Breese
BIB
2010
147views more  BIB 2010»
15 years 5 months ago
Toward the dynamic interactome: it's about time
Dynamic molecular interactions play a central role in regulating the functioning of cells and organisms.The availability of experimentally determined large-scale cellular networks...
Teresa M. Przytycka, Mona Singh, Donna K. Slonim