926 search results - page 51 / 186 » Automatic Ordering of Subgoals - A Machine Learning Approach |
136
Voted
ICML
2004
IEEE
16 years 4 months ago
2004
IEEE
In many real-world classification problems the input contains a large number of potentially irrelevant features. This paper proposes a new Bayesian framework for determining the r...
128
Voted
ICCBR
2005
Springer
2005
Springer
Evaluating the Effectiveness of Exploration and Accumulated Experience in Automatic Case Elicitation
15 years 9 months ago
Non-learning problem solvers have been applied to many interesting and complex domains. Experience-based learning techniques have been developed to augment the capabilities of cert...
124
Voted
CORR
2000
Springer
15 years 3 months ago
2000
Springer
We investigate the performance of two machine learning algorithms in the context of antispam filtering. The increasing volume of unsolicited bulk e-mail (spam) has generated a nee...
164
Voted
ICML
1998
IEEE
16 years 4 months ago
1998
IEEE
This paper shows how a text classifier's need for labeled training documents can be reduced by taking advantage of a large pool of unlabeled documents. We modify the Query-by...
132
Voted
AAAI
2010
15 years 4 months ago
2010
Understanding conceptual change is an important problem in modeling human cognition and in making integrated AI systems that can learn autonomously. This paper describes a model o...