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» On the Relaxation of n-detect Test Sets
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NIPS
2003
15 years 1 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 5 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 3 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 11 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
LPAR
2010
Springer
14 years 10 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...