136 search results - page 1 / 28 » Unsupervised Recursive Sequence Processing |
ESANN
2003
13 years 6 months ago
2003
We propose a self organizing map (SOM) for sequences by extending standard SOM by two features, the recursive update of Sperduti [7] and the hyperbolic neighborhood of Ritter [5]. ...
ICIP
1999
IEEE
14 years 6 months ago
1999
IEEE
This paper describes novel methods for estimating piecewise homogeneous Poisson elds based on minimum description length (MDL) criteria. By adopting a coding-theoretic approach, o...
ICPR
2000
IEEE
13 years 9 months ago
2000
IEEE
This paper describes a new approach to the analysis of Poisson point processes, in time (1D) or space (2D), which is based on the minimum description length (MDL) framework. Speci...
ESANN
2004
13 years 6 months ago
2004
Standard pattern recognition provides effective and noise-tolerant tools for machine learning tasks; however, most approaches only deal with real vectors of a finite and fixed dime...
ECCV
2008
Springer
14 years 6 months ago
2008
Springer
Abstract. We describe a new method for unsupervised structure learning of a hierarchical compositional model (HCM) for deformable objects. The learning is unsupervised in the sense...