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DAGM
2004
Springer
16 years 7 days ago
Predictive Discretization During Model Selection
We present an approach to discretizing multivariate continuous data while learning the structure of a graphical model. We derive the joint scoring function from the principle of p...
Harald Steck, Tommi Jaakkola
ATAL
2003
Springer
16 years 2 days ago
Emergent properties of referral systems
Agents must decide with whom to interact, which is nontrivial when no central directories are available. A classical decentralized approach is referral systems, where agents adapt...
Pinar Yolum, Munindar P. Singh
172
Voted
CICLING
2003
Springer
16 years 2 days ago
Per-node Optimization of Finite-State Mechanisms for Natural Language Processing
Finite-state processing is typically based on structures that allow for efficient indexing and sequential search. However, this “rigid” framework has several disadvantages when...
Alexander Troussov, Brian O'Donovan, Seppo Koskenn...
143
Voted
DEXA
2001
Springer
99views Database» more  DEXA 2001»
15 years 11 months ago
Incorporating Dimensions in XML and DTD
In this paper we investigate various aspects of representing multidimensional information in the frame of the WWW. Multidimensional XML (MXML) is an extension of XML suitable for r...
Manolis Gergatsoulis, Yannis Stavrakas, Dimitris K...
JSAI
2001
Springer
15 years 11 months ago
A Document as a Small World
The small world topology is known widespread in biological, social and man-made systems. This paper shows that the small world structure also exists in documents, such as papers. A...
Yutaka Matsuo, Yukio Ohsawa, Mitsuru Ishizuka