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WEBI
2007
Springer
15 years 4 months ago
Hybrid Collaborative Filtering Algorithms Using a Mixture of Experts
Collaborative filtering (CF) is one of the most successful approaches for recommendation. In this paper, we propose two hybrid CF algorithms, sequential mixture CF and joint mixtu...
Xiaoyuan Su, Russell Greiner, Taghi M. Khoshgoftaa...
SEMCO
2007
IEEE
15 years 4 months ago
The "Spree" Expert Finding System
This paper proposes a system to facilitate exchange of information by automatically finding experts, competent in answering a given question. Our objective is to provide an onlin...
Florian Metze, Christian Bauckhage, Tansu Alpcan
ICML
2007
IEEE
15 years 11 months ago
Quadratically gated mixture of experts for incomplete data classification
We introduce quadratically gated mixture of experts (QGME), a statistical model for multi-class nonlinear classification. The QGME is formulated in the setting of incomplete data,...
Xuejun Liao, Hui Li, Lawrence Carin
CEC
2007
IEEE
15 years 4 months ago
Static experts and dynamic enemies in coevolutionary games
Abstract— The usage of memory in coevolutionary systems offers a wide range of research possibilities, especially when evolving computationally intelligent computer players for g...
Phillipa M. Avery, Zbigniew Michalewicz
80
Voted
EXPERT
2007
108views more  EXPERT 2007»
14 years 10 months ago
Cognitive Social Simulation Incorporating Cognitive Architectures
Agent-based social simulation (with multi-agent systems), which is an important aspect of social computing, can benefit from incorporating cognitive architectures, as they provid...
Ron Sun