128 search results - page 3 / 26 » Coherent Concepts, Robust Learning |
ISIPTA
2003
IEEE
14 years 27 days ago
2003
IEEE
We extend Buja’s concept of “pseudo-capacities”, which comprises the neighbourhood models for classical probabilities commonly used in robust statistics. Although systematic...
ECAL
2003
Springer
14 years 25 days ago
2003
Springer
This paper presents an adaptation of Luc Steels’s model of Category Formation and Language Sharing. The simple competitive learning algorithm is proposed as a more general means ...
IJCNN
2007
IEEE
14 years 1 months ago
2007
IEEE
— High-order human cognition involves processing of abstract and categorically represented knowledge. Traditionally, it has been considered that there is a single innate internal...
ICML
2002
IEEE
14 years 8 months ago
2002
IEEE
In a multi-view problem, the features of the domain can be partitioned into disjoint subsets (views) that are sufficient to learn the target concept. Semi-supervised, multi-view a...
NN
2008
Springer
13 years 7 months ago
2008
Springer
dely acknowledged that categorically organized abstract knowledge plays a significant role in high-order human cognition. Yet, there are many unknown issues about the nature of ho...