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WWW
2010
ACM
16 years 1 months ago
Factorizing personalized Markov chains for next-basket recommendation
Recommender systems are an important component of many websites. Two of the most popular approaches are based on matrix factorization (MF) and Markov chains (MC). MF methods learn...
Steffen Rendle, Christoph Freudenthaler, Lars Schm...
SEFM
2009
IEEE
16 years 1 months ago
Specifying Interacting Components with Coordinated Concurrent Scenarios
Abstract. We introduce a visual notation for local specification of concurrent components based on message sequence charts (MSCs). Each component is a finite-state machine whose ...
Prakash Chandrasekaran, Madhavan Mukund
ICCS
2009
Springer
16 years 25 days ago
On the Origin of Grid Species: The Living Application
We present the living application, a method to autonomously manage applications on the grid. During its execution on the grid, the living application makes choices on the resources...
Derek Groen, Stefan Harfst, Simon Portegies Zwart
CPAIOR
2005
Springer
15 years 11 months ago
Computing Explanations for the Unary Resource Constraint
Integration of explanations into a CSP solver is a technique addressing difficult question “why my problem has no solution”. Moreover, explanations together with advanced searc...
Petr Vilím
AAAI
2008
15 years 8 months ago
The PELA Architecture: Integrating Planning and Learning to Improve Execution
Building architectures for autonomous rational behavior requires the integration of several AI components, such as planning, learning and execution monitoring. In most cases, the ...
Sergio Jiménez, Fernando Fernández, ...