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IBPRIA
2007
Springer
14 years 4 months ago
Invariant Multi-scale Object Categorisation and Recognition
Object recognition requires that templates with canonical views are stored in memory. Such templates must somehow be normalised. In this paper we present a novel method for obtaini...
João Rodrigues, J. M. Hans du Buf
ICANN
2007
Springer
14 years 4 months ago
Structure Learning with Nonparametric Decomposable Models
Abstract. We present a novel approach to structure learning for graphical models. By using nonparametric estimates to model clique densities in decomposable models, both discrete a...
Anton Schwaighofer, Mathäus Dejori, Volker Tr...
ICANN
2007
Springer
14 years 4 months ago
Identifying Binding Sites in Sequential Genomic Data
The identification of cis-regulatory binding sites in DNA is a difficult problem in computational biology. To obtain a full understanding of the complex machinery embodied in genet...
Mark Robinson, Cristina González Castellano...
ICCS
2007
Springer
14 years 4 months ago
Conceptual Fingerprints: Lexical Decomposition by Means of Frames - a Neuro-cognitive Model
Abstract. Frames, i.e., recursive attribute-value structures, are a general format for the decomposition of lexical concepts. Attributes assign unique values to objects and thus de...
Wiebke Petersen, Markus Werning
IWANN
2007
Springer
14 years 4 months ago
Multiple Instance Learning with Genetic Programming for Web Mining
Abstract. The aim of this paper is to present a new tool of multiple instance learning which is designed using a grammar based genetic programming (GGP) algorithm. We study its app...
Amelia Zafra, Sebastián Ventura, Enrique He...