1419 search results - page 85 / 284 » Approximation Methods for Supervised Learning |
105
Voted
KDD
2004
ACM
16 years 26 days ago
2004
ACM
Unsupervised clustering can be significantly improved using supervision in the form of pairwise constraints, i.e., pairs of instances labeled as belonging to same or different clu...
COLING
2008
15 years 1 months ago
2008
This paper presents a method for mining potential troubles or obstacles related to the use of a given object. Some example instances of this relation are medicine, side effect and...
196
Voted
AUSDM
2008
Springer
15 years 2 months ago
2008
Springer
Supervised text categorization is a machine learning task where a predefined category label is automatically assigned to a previously unlabelled document based upon characteristic...
132
Voted
ACL
2012
13 years 2 months ago
2012
Extracting sentiment and topic lexicons is important for opinion mining. Previous works have showed that supervised learning methods are superior for this task. However, the perfo...
122
Voted
ENGL
2007
15 years 13 days ago
2007
—“A General Reflex Fuzzy Min-Max Neural Network” (GRFMN) is presented. GRFMN is capable to extract the underlying structure of the data by means of supervised, unsupervised a...