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JMLR
2010
123views more  JMLR 2010»
15 years 4 months ago
Maximum Relative Margin and Data-Dependent Regularization
Leading classification methods such as support vector machines (SVMs) and their counterparts achieve strong generalization performance by maximizing the margin of separation betw...
Pannagadatta K. Shivaswamy, Tony Jebara
ICSE
2007
IEEE-ACM
16 years 6 months ago
Sequential Circuits for Relational Analysis
The Alloy tool-set has been gaining popularity as an alternative to traditional manual testing and checking for design correctness. Alloy uses a first-order relational logic for m...
Fadi A. Zaraket, Adnan Aziz, Sarfraz Khurshid
ILP
2005
Springer
15 years 11 months ago
Logical Bayesian Networks and Their Relation to Other Probabilistic Logical Models
Abstract. Logical Bayesian Networks (LBNs) have recently been introduced as another language for knowledge based model construction of Bayesian networks, besides existing languages...
Daan Fierens, Hendrik Blockeel, Maurice Bruynooghe...
EDOC
2003
IEEE
15 years 11 months ago
An Approach to Relate Viewpoints and Modeling Languages
The architectural design of distributed enterprise applications from the viewpoints of different stakeholders has been proposed for some time, for example, as part of RM-ODP and I...
Remco M. Dijkman, Dick A. C. Quartel, Luís ...
ICDM
2009
IEEE
174views Data Mining» more  ICDM 2009»
16 years 28 days ago
Non-sparse Multiple Kernel Learning for Fisher Discriminant Analysis
—We consider the problem of learning a linear combination of pre-specified kernel matrices in the Fisher discriminant analysis setting. Existing methods for such a task impose a...
Fei Yan, Josef Kittler, Krystian Mikolajczyk, Muha...