1364 search results - page 36 / 273 » Sampling Methods for Unsupervised Learning |
106
Voted
CORR
2002
Springer
15 years 2 months ago
2002
Springer
This paper presents a simple unsupervised learning algorithm for classifying reviews as recommended (thumbs up) or not recommended (thumbs down). The classification of a review is...
129
Voted
ICCV
2011
IEEE
14 years 2 months ago
2011
IEEE
Adapting the classifier trained on a source domain to recognize instances from a new target domain is an important problem that is receiving recent attention. In this paper, we p...
122
Voted
ICVGIP
2004
15 years 3 months ago
2004
1 We present a functional data analysis (FDA) based method to statistically model continuous signs of the American Sign Language (ASL) for use in the recognition of signs in contin...
87
Voted
AIPR
2000
IEEE
15 years 6 months ago
2000
IEEE
We present a method for unsupervised boundary classijication by producing and analyzing intensity profiles. Each profile is created by sampling an ellipsoidal neighborhood of voxe...
102
Voted
ICML
2005
IEEE
16 years 3 months ago
2005
IEEE
This paper is concerned with the problem of predicting relative performance of classification algorithms. It focusses on methods that use results on small samples and discusses th...