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AUSAI
1997
Springer
15 years 10 months ago
Dominant and Recessive Genes in Evolutionary Systems Applied to Spatial Reasoning
Learning genetic representation has been shown to be a useful tool in evolutionary computation. It can reduce the time required to find solutions and it allows the search process ...
Thorsten Schnier, John S. Gero
NIPS
2008
15 years 7 months ago
Convergence and Rate of Convergence of a Manifold-Based Dimension Reduction Algorithm
We study the convergence and the rate of convergence of a local manifold learning algorithm: LTSA [13]. The main technical tool is the perturbation analysis on the linear invarian...
Andrew Smith, Xiaoming Huo, Hongyuan Zha
SDM
2012
SIAM
355views Data Mining» more  SDM 2012»
13 years 8 months ago
Granger Causality Analysis in Irregular Time Series
Learning temporal causal structures between time series is one of the key tools for analyzing time series data. In many real-world applications, we are confronted with Irregular T...
Mohammad Taha Bahadori, Yan Liu
ECTEL
2006
Springer
15 years 10 months ago
Multimedia Authoring for CoPs
One way of providing technological support for CoPs is to help participants to produce, structure and share information. As this information becomes more and more multimedia in nat...
Romain Deltour, Agnès Guerraz, Cécil...
TACAS
2007
Springer
117views Algorithms» more  TACAS 2007»
16 years 13 days ago
Replaying Play In and Play Out: Synthesis of Design Models from Scenarios by Learning
This paper is concerned with bridging the gap between requirements, provided as a set of scenarios, and conforming design models. The novel aspect of our approach is to exploit lea...
Benedikt Bollig, Joost-Pieter Katoen, Carsten Kern...