661 search results - page 16 / 133 » Generalized clustering, supervised learning, and data assign... |
CORR
2010
Springer
13 years 8 months ago
2010
Springer
We present an approach to semi-supervised learning based on an exponential family characterization. Our approach generalizes previous work on coupled priors for hybrid generative/...
ICASSP
2010
IEEE
13 years 5 months ago
2010
IEEE
We propose a new approach to semi-supervised clustering that utilizes boosting to simultaneously learn both a similarity measure and a clustering of the data from given instancele...
ICDAR
2009
IEEE
14 years 3 months ago
2009
IEEE
Training a system to recognize handwritten words is a task that requires a large amount of data with their correct transcription. However, the creation of such a training set, inc...
NLPRS
2001
Springer
14 years 26 days ago
2001
Springer
Recent research in automated learning has focused on algorithms that learn from a combination of tagged and untagged data. Such algorithms can be referred to as semi-supervised in...
ICAC
2005
IEEE
14 years 2 months ago
2005
IEEE
Motivated by the real-world application of categorizing system log messages into defined situation categories, this paper describes an interactive text categorization method, PICC...