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NN
2004
Springer
15 years 12 months ago
On the Usefulness of Almost-Redundant Information for Pattern Recognition
Abstract. In this paper we give some pedagogical explanation of those situations where the use of redundant or almost-redundant information can improve the recognition rates of pat...
Marcos Faúndez-Zanuy
PRICAI
2004
Springer
15 years 12 months ago
An Augmentation Hybrid System for Document Classification and Rating
This paper introduces an augmentation hybrid system, referred to as Rated MCRDR. It uses Multiple Classification Ripple Down Rules (MCRDR), a simple and effective knowledge acquisi...
Richard Dazeley, Byeong Ho Kang
ICANN
2009
Springer
15 years 11 months ago
Image Theft Detection with Self-Organising Maps
In this paper an application of the TS-SOM variant of the self-organising map algorithm on the problem of copyright theft detection for bitmap images is shown. The algorithm facili...
Philip Prentis, Mats Sjöberg, Markus Koskela,...
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ICES
2001
Springer
105views Hardware» more  ICES 2001»
15 years 11 months ago
Two-Step Incremental Evolution of a Prosthetic Hand Controller Based on Digital Logic Gates
Abstract. Evolvable Hardware (EHW) has been proposed as a new method for designing systems for real-world applications. In this paper it is applied for evolving a prosthetic hand c...
Jim Torresen
PAKDD
2000
ACM
100views Data Mining» more  PAKDD 2000»
15 years 10 months ago
Discovery of Relevant Weights by Minimizing Cross-Validation Error
In order to discover relevant weights of neural networks, this paper proposes a novel method to learn a distinct squared penalty factor for each weight as a minimization problem ov...
Kazumi Saito, Ryohei Nakano