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JMLR
2012
13 years 6 months ago
Bayesian regularization of non-homogeneous dynamic Bayesian networks by globally coupling interaction parameters
To relax the homogeneity assumption of classical dynamic Bayesian networks (DBNs), various recent studies have combined DBNs with multiple changepoint processes. The underlying as...
Marco Grzegorczyk, Dirk Husmeier
132
Voted
ICANN
2001
Springer
15 years 8 months ago
A Neural-Network-Based Approach to Adaptive Human Computer Interaction
A neural-network-based approach is proposed in this paper providing multimedia systems with the ability to adapt their performance to the specific needs and characteristics of thei...
George Votsis, Nikolaos D. Doulamis, Anastasios D....
NN
2000
Springer
123views Neural Networks» more  NN 2000»
15 years 3 months ago
Visual cortical mechanisms of perceptual grouping: interacting layers, networks, columns, and maps
The visual cortex has a laminar organization whose circuits form functional columns in cortical maps. How this laminar architecture supports visual percepts is not well understood...
William D. Ross, Stephen Grossberg, Ennio Mingolla
135
Voted
NAR
2008
103views more  NAR 2008»
15 years 3 months ago
STITCH: interaction networks of chemicals and proteins
The knowledge about interactions between proteins and small molecules is essential for the understanding of molecular and cellular functions. However, information on such interact...
Michael Kuhn 0004, Christian von Mering, Monica Ca...
149
Voted
ICCS
2009
Springer
15 years 10 months ago
Querying for Feature Extraction and Visualization in Climate Modeling
The ultimate goal of data visualization is to clearly portray features relevant to the problem being studied. This goal can be realized only if users can effectively communicate t...
C. Ryan Johnson, Markus Glatter, Wesley Kendall, J...