2714 search results - page 240 / 543 » Machine Learning for Information Extraction |
138
Voted
ISBI
2004
IEEE
16 years 4 months ago
2004
IEEE
The identification of bronchovascular pairs on High Resolution Computer Tomography (HRCT) images provides valuable diagnostic information in patients with suspected airway disease...
110
Voted
AAMAS
2007
Springer
15 years 3 months ago
2007
Springer
In this paper, we investigate the use of parallelization in reinforcement learning (RL), with the goal of learning optimal policies for single-agent RL problems more quickly by us...
134
click to vote
ICML
2008
IEEE
16 years 4 months ago
2008
IEEE
We show how the regularizer of Transductive Support Vector Machines (TSVM) can be trained by stochastic gradient descent for linear models and multi-layer architectures. The resul...
141
Voted
ICML
2010
IEEE
15 years 4 months ago
2010
IEEE
We propose a novel approach that reduces cost-sensitive classification to one-sided regression. The approach stores the cost information in the regression labels and encodes the m...
122
click to vote
ICML
2005
IEEE
16 years 4 months ago
2005
IEEE
When monitoring spatial phenomena, which are often modeled as Gaussian Processes (GPs), choosing sensor locations is a fundamental task. A common strategy is to place sensors at t...