3949 search results - page 448 / 790 » Machine Learning and Data Mining |
138
click to vote
ICML
2003
IEEE
16 years 5 months ago
2003
IEEE
We address the problem of learning distance metrics using side-information in the form of groups of "similar" points. We propose to use the RCA algorithm, which is a sim...
189
click to vote
ML
2012
ACM
14 years 17 days ago
2012
ACM
Dependency networks approximate a joint probability distribution over multiple random variables as a product of conditional distributions. Relational Dependency Networks (RDNs) are...
140
Voted
ECTEL
2007
Springer
15 years 11 months ago
2007
Springer
The paper presents LOCO-Analyst, an educational tool for providing teachers with feedback on the relevant aspects of the learning process taking place in a web-based learning envir...
155
click to vote
ICML
2007
IEEE
16 years 5 months ago
2007
IEEE
Non-linear dimensionality reduction of noisy data is a challenging problem encountered in a variety of data analysis applications. Recent results in the literature show that spect...
135
click to vote
EUROCOLT
1999
Springer
15 years 9 months ago
1999
Springer
The present paper motivates the study of mind change complexity for learning minimal models of length-bounded logic programs. It establishes ordinal mind change complexity bounds ...