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ICANN
2007
Springer
16 years 29 days ago
Generalized Softmax Networks for Non-linear Component Extraction
Abstract. We develop a probabilistic interpretation of non-linear component extraction in neural networks that activate their hidden units according to a softmaxlike mechanism. On ...
Jörg Lücke, Maneesh Sahani
ICLP
2007
Springer
16 years 29 days ago
Minimal Logic Programs
aa We consider the problem of obtaining a minimal logic program strongly equivalent (under the stable models semantics) to a given arbitrary propositional theory. We propose a meth...
Pedro Cabalar, David Pearce, Agustín Valver...
IFIP
2007
Springer
16 years 29 days ago
Towards UML-Intensive Framework for Model-Driven Development
The paper describes a conceptual framework for model-driven development based on concise application of UML and modeling tool functionality. A case study of modeling software for l...
Darius Silingas, Ruslanas Vitiutinas
ILP
2007
Springer
16 years 29 days ago
Learning with Kernels and Logical Representations
In this chapter, we describe a view of statistical learning in the inductive logic programming setting based on kernel methods. The relational representation of data and background...
Paolo Frasconi
INEX
2007
Springer
16 years 29 days ago
Overview of INEX 2007 Link the Wiki Track
Wikipedia is becoming ever more popular. Linking between documents is typically provided in similar environments in order to achieve collaborative knowledge sharing. However, this ...
Darren Wei Che Huang, Yue Xu, Andrew Trotman, Shlo...