701 search results - page 6 / 141 » Self Bounding Learning Algorithms |
IJCNN
2008
IEEE
15 years 3 months ago
2008
IEEE
— The Self-Organizing Map (SOM) is a famous algorithm for the unsupervised learning and visualization introduced by Teuvo Kohonen. This study proposes the Lazy SelfOrganizing Map...
89
Voted
COLT
2007
Springer
15 years 3 months ago
2007
Springer
This paper analyzes the potential advantages and theoretical challenges of “active learning” algorithms. Active learning involves sequential sampling procedures that use infor...
NAACL
2003
14 years 10 months ago
2003
We present a novel system for automatically marking up text documents into XML and discuss the benefits of XML markup for intelligent information retrieval. The system uses the Se...
111
Voted
ASC
2007
14 years 9 months ago
2007
The measurement of distance is one of the key steps in the unsupervised learning process, as it is through these distance measurements that patterns and correlations are discovere...
ALT
2010
Springer
14 years 11 months ago
2010
Springer
Known algorithms for learning PDFA can only be shown to run in time polynomial in the so-called distinguishability