Sciweavers

869 search results - page 9 / 174
» MicroARTMAP for pattern recognition problems
Sort
View
ECML
2001
Springer
14 years 4 days ago
Learning of Variability for Invariant Statistical Pattern Recognition
In many applications, modelling techniques are necessary which take into account the inherent variability of given data. In this paper, we present an approach to model class speciļ...
Daniel Keysers, Wolfgang Macherey, Jörg Dahme...
ICANN
2005
Springer
14 years 1 months ago
Detecting Compounded Anomalous SNMP Situations Using Cooperative Unsupervised Pattern Recognition
This research employs unsupervised pattern recognition to approach the thorny issue of detecting anomalous network behavior. It applies a connectionist model to identify user behav...
Emilio Corchado, Álvaro Herrero, José...
ICANN
2007
Springer
14 years 1 months ago
Unbiased SVM Density Estimation with Application to Graphical Pattern Recognition
Abstract. Classiļ¬cation of structured data (i.e., data that are represented as graphs) is a topic of interest in the machine learning community. This paper presents a diļ¬€erent,...
Edmondo Trentin, Ernesto Di Iorio
ECAL
2003
Springer
14 years 26 days ago
Pattern Recognition in a Bucket
This paper demonstrates that the waves produced on the surface of water can be used as the medium for a ā€œLiquid State Machineā€ that pre-processes inputs so allowing a simple pe...
Chrisantha Fernando, Sampsa Sojakka
DAGM
2003
Springer
14 years 26 days ago
Splines and Wavelets: New Perspectives for Pattern Recognition
We provide an overview of spline and wavelet techniques with an emphasis on applications in pattern recognition. The presentation is divided in three parts. In the first one, we ar...
Michael Unser