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AAAI
2006
15 years 8 months ago
Learning Systems of Concepts with an Infinite Relational Model
Relationships between concepts account for a large proportion of semantic knowledge. We present a nonparametric Bayesian model that discovers systems of related concepts. Given da...
Charles Kemp, Joshua B. Tenenbaum, Thomas L. Griff...
FLAIRS
2006
15 years 8 months ago
Contextual Graphs for a Real-World Decision Support System
Decision support systems that capture, preserve, and reuse implicit knowledge can greatly benefit from explicitly using context. The development of this type of system can benefit...
Johann V. Nguyen, Brian C. Becker, Avelino J. Gonz...
MMAS
2011
Springer
15 years 1 months ago
Scalable Bayesian Reduced-Order Models for Simulating High-Dimensional Multiscale Dynamical Systems
While existing mathematical descriptions can accurately account for phenomena at microscopic scales (e.g. molecular dynamics), these are often high-dimensional, stochastic and thei...
Phaedon-Stelios Koutsourelakis, Elias Bilionis
AAAI
2008
15 years 9 months ago
Personalisation of Telecommunications Services as Combinatorial Optimisation
Modern feature-rich telecommunications services offer significant opportunities to human users. To make these services more usable, facilitating personalisation is very important....
David Lesaint, Deepak Mehta, Barry O'Sullivan, Lui...
FLAIRS
2010
15 years 9 months ago
A Game Playing System for Use in Computer Science Education
The MAPLE Game Playing System is a web application and website that allows students to design and program game playing agents using the Python programming language. The system pro...
James MacGlashan, Don Miner, Marie desJardins