25 search results - page 1 / 5 » Integrating Multiple Learning Components through Markov Logi... |
AAAI
2008
13 years 7 months ago
2008
This paper addresses the question of how statistical learning algorithms can be integrated into a larger AI system both from a practical engineering perspective and from the persp...
COLING
2008
13 years 6 months ago
2008
We propose a new integrated approach based on Markov logic networks (MLNs), an effective combination of probabilistic graphical models and firstorder logic for statistical relatio...
ICDM
2006
IEEE
13 years 11 months ago
2006
IEEE
Entity resolution is the problem of determining which records in a database refer to the same entities, and is a crucial and expensive step in the data mining process. Interest in...
ICRA
2010
IEEE
13 years 3 months ago
2010
IEEE
Abstract— We present an integrated vision and robotic system that plays, and learns to play, simple physically-instantiated board games that are variants of TIC TAC TOE and HEXAP...
PRDC
2006
IEEE
13 years 11 months ago
2006
IEEE
Dependable systems are usually designed with multiple instances of components or logical processes, and often possess symmetries that may be exploited in model-based evaluation. T...