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PAMI
2002
112views more  PAMI 2002»
13 years 10 months ago
Recognizing Handwritten Digits Using Hierarchical Products of Experts
The product of experts learning procedure [1] can discover a set of stochastic binary features that constitute a nonlinear generative model of handwritten images of digits. The qua...
Guy Mayraz, Geoffrey E. Hinton
EMNLP
2009
13 years 8 months ago
Supervised Learning of a Probabilistic Lexicon of Verb Semantic Classes
The work presented in this paper explores a supervised method for learning a probabilistic model of a lexicon of VerbNet classes. We intend for the probabilistic model to provide ...
Yusuke Miyao, Jun-ichi Tsujii
GRID
2008
Springer
13 years 11 months ago
Building a Peer-to-peer Information System in Grids via Self-organizing Agents
A Grid information system should rely upon two basic features: the replication and dissemination of information about Grid services and resources, and the distribution of such info...
Agostino Forestiero, Carlo Mastroianni, Giandomeni...
KDD
2008
ACM
181views Data Mining» more  KDD 2008»
14 years 11 months ago
Learning subspace kernels for classification
Kernel methods have been applied successfully in many data mining tasks. Subspace kernel learning was recently proposed to discover an effective low-dimensional subspace of a kern...
Jianhui Chen, Shuiwang Ji, Betul Ceran, Qi Li, Min...
CLEF
2010
Springer
14 years 1 days ago
UESTC at ImageCLEF 2010 Medical Retrieval Task
This paper presents the UESTC contribution to the ImageCLEF 2010 medical retrieval task. For ad-hoc retrieval and case-based retrieval, we only use text information, and propose a ...
Hong Wu, Changjun Hu, Sikun Chen