1419 search results - page 185 / 284 » Approximation Methods for Supervised Learning |
118
Voted
ICDM
2008
IEEE
15 years 8 months ago
2008
IEEE
Supervised approaches to Data Mining are particularly appealing as they allow for the extraction of complex relations from data objects. In order to facilitate their application i...
145
Voted
SSDBM
2010
IEEE
15 years 7 months ago
2010
IEEE
Similarity search and data mining often rely on distance or similarity functions in order to provide meaningful results and semantically meaningful patterns. However, standard dist...
106
Voted
JIIS
2007
15 years 2 months ago
2007
The Internet has instigated a critical need for automated tools that facilitate integrating countless databases. Since non-technical end users are often the ultimate repositories ...
142
Voted
CVPR
2010
IEEE
15 years 10 months ago
2010
IEEE
Searching approximate nearest neighbors in large scale high dimensional data set has been a challenging problem. This paper presents a novel and fast algorithm for learning binary...
142
Voted
EMNLP
2011
14 years 1 months ago
2011
We consider the problem of performing learning and inference in a large scale knowledge base containing imperfect knowledge with incomplete coverage. We show that a soft inference...