1468 search results - page 168 / 294 » Machine Learning Approaches for Inducing Student Models |
126
Voted
TKDE
2008
15 years 3 months ago
2008
We present a method for explaining predictions for individual instances. The presented approach is general and can be used with all classification models that output probabilities...
132
Voted
FSKD
2006
Springer
15 years 7 months ago
2006
Springer
We regard answer extraction of Question Answering (QA) system as a classification problem, classifying answer candidate sentences into positive or negative. To confirm the feasibil...
133
Voted
ICML
2006
IEEE
16 years 4 months ago
2006
IEEE
This paper considers the problem of selecting the most informative experiments x to get measurements y for learning a regression model y = f(x). We propose a novel and simple conc...
157
Voted
ICML
2000
IEEE
16 years 4 months ago
2000
IEEE
If all features causing heterogeneity were observed, a mixture of experts approach (Jacobs et al., 1991) is likely to be superior to using a single model. When unobserved or very n...
153
Voted
AAAI
2012
13 years 6 months ago
2012
We are developing a testbed for learning by demonstration combining spoken language and sensor data in a natural real-world environment. Microsoft Kinect RGBDepth cameras allow us...