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» Arguing and Explaining Classifications
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BSN
2009
IEEE
147views Sensor Networks» more  BSN 2009»
13 years 11 months ago
Classification of Physical Interactions between Two Subjects
This work addresses the problem of detecting and classifying the interaction between two subjects. While the use of Wireless Sensor Networks (WSN) for human action detection has b...
Ruzena Bajcsy, Alessandro Borri, Maria Domenica Di...
AAAI
2008
13 years 9 months ago
On Discriminative Semi-Supervised Classification
The recent years have witnessed a surge of interests in semi-supervised learning methods. A common strategy for these algorithms is to require that the predicted data labels shoul...
Fei Wang, Changshui Zhang
FMICS
2007
Springer
13 years 11 months ago
Model Classifications and Automated Verification
Due to the significant progress in automated verification, there are often several techniques for a particular verification problem. In many circumstances different techniques are ...
Radek Pelánek
CVPR
2007
IEEE
14 years 9 months ago
Practical Online Active Learning for Classification
We compare the practical performance of several recently proposed algorithms for active learning in the online classification setting. We consider two active learning algorithms (...
Claire Monteleoni, Matti Kääriäinen
ICML
2008
IEEE
14 years 8 months ago
Classification using discriminative restricted Boltzmann machines
Recently, many applications for Restricted Boltzmann Machines (RBMs) have been developed for a large variety of learning problems. However, RBMs are usually used as feature extrac...
Hugo Larochelle, Yoshua Bengio