843 search results - page 42 / 169 » Learning aspect models with partially labeled data |
132
click to vote
FGR
2008
IEEE
15 years 10 months ago
2008
IEEE
Linear Discriminant Analysis (LDA) has been a popular method for feature extracting and face recognition. As a supervised method, it requires manually labeled samples for training...
131
click to vote
EMNLP
2004
15 years 5 months ago
2004
Active learning (AL) promises to reduce the cost of annotating labeled datasets for trainable human language technologies. Contrary to expectations, when creating labeled training...
124
click to vote
KDD
2005
ACM
15 years 9 months ago
2005
ACM
Data clustering represents an important tool in exploratory data analysis. The lack of objective criteria render model selection as well as the identification of robust solutions...
149
click to vote
CVPR
2005
IEEE
16 years 6 months ago
2005
IEEE
We address the problem of segmenting 3D scan data into objects or object classes. Our segmentation framework is based on a subclass of Markov Random Fields (MRFs) which support ef...
114
click to vote
BMCBI
2010
15 years 4 months ago
2010
Background: The construction of interaction networks between proteins is central to understanding the underlying biological processes. However, since many useful relations are exc...