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» On the Relaxation of n-detect Test Sets
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NIPS
2003
14 years 11 months ago
Convex Methods for Transduction
The 2-class transduction problem, as formulated by Vapnik [1], involves finding a separating hyperplane for a labelled data set that is also maximally distant from a given set of...
Tijl De Bie, Nello Cristianini
FSKD
2005
Springer
95views Fuzzy Logic» more  FSKD 2005»
15 years 3 months ago
The Fuzzy Mega-cluster: Robustifying FCM by Scaling Down Memberships
A new robust clustering scheme based on fuzzy c-means is proposed and the concept of a fuzzy mega-cluster is introduced in this paper. The fuzzy mega-cluster is conceptually simila...
Amit Banerjee, Rajesh N. Davé
ASPDAC
2004
ACM
85views Hardware» more  ASPDAC 2004»
15 years 1 months ago
Multi-level placement with circuit schema based clustering in analog IC layouts
This paper aims at developing an automated device-level placement for analog circuit design which achieves comparable quality to manual designs by experts. It extracts a set of cl...
Takashi Nojima, Xiaoke Zhu, Yasuhiro Takashima, Sh...
SIAMJO
2008
97views more  SIAMJO 2008»
14 years 9 months ago
New Formulations for Optimization under Stochastic Dominance Constraints
Stochastic dominance constraints allow a decision-maker to manage risk in an optimization setting by requiring their decision to yield a random outcome which stochastically domina...
James Luedtke
96
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LPAR
2010
Springer
14 years 8 months ago
The Consistency of the CADIAG-2 Knowledge Base: A Probabilistic Approach
Abstract. The paper presents the methodology and the results of checking consistency of the knowledge base of CADIAG-2, a large-scale medical expert system. Such knowledge base con...
Pavel Klinov, Bijan Parsia, David Picado-Mui&ntild...