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ICANN
2007
Springer
16 years 1 months ago
Some Properties of the Gaussian Kernel for One Class Learning
This paper proposes a novel approach for directly tuning the gaussian kernel matrix for one class learning. The popular gaussian kernel includes a free parameter, σ, that requires...
Paul F. Evangelista, Mark J. Embrechts, Boleslaw K...
ICANN
2007
Springer
16 years 1 months ago
A Comparison of Features in Parts-Based Object Recognition Hierarchies
Parts-based recognition has been suggested for generalizing from few training views in categorization scenarios. In this paper we present the results of a comparative investigation...
Stephan Hasler, Heiko Wersing, Edgar Körner
ISI
2007
Springer
16 years 1 months ago
Managing Security Threats and Vulnerabilities for Small to Medium Enterprises
– The difficulty in managing security threats and vulnerabilities for small and medium-sized enterprises (SME) is investigated. A detailed conceptual framework for asset and thre...
Cyril Onwubiko, Andrew P. Lenaghan
IWANN
2007
Springer
16 years 1 months ago
Non-parametric Residual Variance Estimation in Supervised Learning
The residual variance estimation problem is well-known in statistics and machine learning with many applications for example in the field of nonlinear modelling. In this paper, we...
Elia Liitiäinen, Amaury Lendasse, Francesco C...
IWANN
2007
Springer
16 years 1 months ago
ViSOM Ensembles for Visualization and Classification
In this paper ensemble techniques have been applied in the frame of topology preserving mappings in two applications: classification and visualization. These techniques are applied...
Bruno Baruque, Emilio Corchado, Hujun Yin
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