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LREC
2010
146views Education» more  LREC 2010»
15 years 8 months ago
The Semantic Atlas: an Interactive Model of Lexical Representation
In this paper we describe two geometrical models of meaning representation, the Semantic Atlas (SA) and the Automatic Contexonym Organizing Model (ACOM). The SA provides maps of m...
Sabine Ploux, Armelle Boussidan, Hyungsuk Ji
LREC
2008
253views Education» more  LREC 2008»
15 years 8 months ago
Learning properties of Noun Phrases: from data to functions
The paper presents two experiments of unsupervised classification of Italian noun phrases. The goal of the experiments is to identify the most prominent contextual properties that...
Valeria Quochi, Basilio Calderone
MEDINFO
2007
134views Healthcare» more  MEDINFO 2007»
15 years 8 months ago
Framework for Clinical Data Standardization Based on Archetypes
Standardization of data is a prerequisite to achieve semantic interoperability in any domain. This is even more important in the healthcare sector where the need for exchanging he...
José Alberto Maldonado, David Moner, Diego ...
AAAI
2004
15 years 8 months ago
Distributed Representation of Syntactic Structure by Tensor Product Representation and Non-Linear Compression
Representing lexicons and sentences with the subsymbolic approach (using techniques such as Self Organizing Map (SOM) or Artificial Neural Network (ANN)) is a relatively new but i...
Heidi H. T. Yeung, Peter W. M. Tsang
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IJCAI
2003
15 years 8 months ago
Continuous nonlinear dimensionality reduction by kernel Eigenmaps
We equate nonlinear dimensionality reduction (NLDR) to graph embedding with side information about the vertices, and derive a solution to either problem in the form of a kernel-ba...
Matthew Brand