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» Information Geometry of Neural Networks
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126
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IWANN
2005
Springer
15 years 9 months ago
Heuristic Search over a Ranking for Feature Selection
In this work, we suggest a new feature selection technique that lets us use the wrapper approach for finding a well suited feature set for distinguishing experiment classes in hig...
Roberto Ruiz, José Cristóbal Riquelm...
123
Voted
VISUAL
2005
Springer
15 years 9 months ago
Automatic Redeye Removal for Smart Enhancement of Photos of Unknown Origin
The paper describes a modular procedure for automatic correction of redeye artifact in images of unknown origin, maintaining the natural appearance of the eye. First, a smart color...
Francesca Gasparini, Raimondo Schettini
115
Voted
SIGDOC
2003
ACM
15 years 9 months ago
Using AI techniques to aid hypermedia design
Artificial intelligence techniques have found a number of applications in hypermedia, mostly in two specific areas, user interface, particularly adaptive ones and information sear...
Elena I. Gaura, Robert M. Newman
136
Voted
ICANN
2003
Springer
15 years 9 months ago
The Spike Response Model: A Framework to Predict Neuronal Spike Trains
We propose a simple method to map a generic threshold model, namely the Spike Response Model, to artificial data of neuronal activity using a minimal amount of a priori informatio...
Renaud Jolivet, Timothy J. Lewis, Wulfram Gerstner
139
Voted
ICANN
2003
Springer
15 years 9 months ago
An Adaptable Gaussian Neuro-Fuzzy Classifier
The concept of semantic and context aware intelligent systems provides a vision for the Information Society where the emphasis lays on computing applications that can sense context...
Minas Pertselakis, Dimitrios S. Frossyniotis, Andr...