1969 search results - page 149 / 394 » Fuzzy sets in machine learning and data mining |
162
click to vote
ICML
2007
IEEE
16 years 5 months ago
2007
IEEE
Supervised learning is difficult with high dimensional input spaces and very small training sets, but accurate classification may be possible if the data lie on a low-dimensional ...
125
Voted
KDD
2010
ACM
15 years 8 months ago
2010
ACM
Modern data mining settings involve a combination of attributevalued descriptors over entities as well as specified relationships between these entities. We present an approach t...
172
click to vote
BMCBI
2007
15 years 4 months ago
2007
Background: Much recent work in bioinformatics has focused on the inference of various types of biological networks, representing gene regulation, metabolic processes, protein-pro...
145
click to vote
ICML
2007
IEEE
16 years 5 months ago
2007
IEEE
Beamformers are spatial filters that pass source signals in particular focused locations while suppressing interference from elsewhere. The widely-used minimum variance adaptive b...
103
click to vote
ICML
2006
IEEE
16 years 5 months ago
2006
IEEE
An intuitive approach to utilizing unlabeled data in kernel-based classification algorithms is to simply treat unknown labels as additional optimization variables. For marginbased...