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ESANN
2008
15 years 8 months ago
Learning Data Representations with Sparse Coding Neural Gas
Abstract. We consider the problem of learning an unknown (overcomplete) basis from an unknown sparse linear combination. Introducing the "sparse coding neural gas" algori...
Kai Labusch, Erhardt Barth, Thomas Martinetz
AAAI
1997
15 years 8 months ago
Planning with Concurrent Interacting Actions
In order to generate plans for agents with multiple actuators or agent teams, we must be able to represent and plan using concurrent actions with interacting effects. Historically...
Craig Boutilier, Ronen I. Brafman
AIEDAM
2008
106views more  AIEDAM 2008»
15 years 6 months ago
Analogical recognition of shape and structure in design drawings
We describe a method for constructing a structural model of an unlabeled target two-dimensional line drawing by analogy to a known source model of a drawing with similar structure...
Patrick W. Yaner, Ashok K. Goel
DEBU
2010
108views more  DEBU 2010»
15 years 6 months ago
Weighted Set-Based String Similarity
Consider a universe of tokens, each of which is associated with a weight, and a database consisting of strings that can be represented as subsets of these tokens. Given a query st...
Marios Hadjieleftheriou, Divesh Srivastava
CONSTRAINTS
2006
120views more  CONSTRAINTS 2006»
15 years 6 months ago
Constraint Models for the Covering Test Problem
Covering arrays can be applied to the testing of software, hardware and advanced materials, and to the effects of hormone interaction on gene expression. In this paper we develop c...
Brahim Hnich, Steven David Prestwich, Evgeny Selen...