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IJCAI
1997
15 years 8 months ago
Noise-Tolerant Windowing
Windowing has been proposed as a procedure for efficient memory use in the ID3 decision tree learning algorithm. However, it was shown that it may often lead to a decrease in perf...
Johannes Fürnkranz
SYNASC
2007
IEEE
131views Algorithms» more  SYNASC 2007»
16 years 26 days ago
Adaptive Information Provisioning in an Agent-Based Virtual Organization- Preliminary Considerations
In this note we consider design of an information provisioning subsystem for an agent-based virtual organization. Flexible delivery of information is based on matching of ontologi...
Maria Ganzha, Marcin Paprzycki, Maciej Gawinecki, ...
GECCO
2008
Springer
148views Optimization» more  GECCO 2008»
15 years 7 months ago
On the effects of node duplication and connection-oriented constructivism in neural XCSF
For artificial entities to achieve high degrees of autonomy they will need to display appropriate adaptability. In this sense adaptability includes representational flexibility gu...
Gerard David Howard, Larry Bull
CVPR
2011
IEEE
15 years 2 months ago
Nonparametric Density Estimation on A Graph: Learning Framework, Fast Approximation and Application in Image Segmentation
We present a novel framework for tree-structure embedded density estimation and its fast approximation for mode seeking. The proposed method could find diverse applications in co...
Zhiding Yu, Oscar Au, Ketan Tang
EWCBR
2006
Springer
15 years 10 months ago
Multi-agent Case-Based Reasoning for Cooperative Reinforcement Learners
Abstract. In both research fields, Case-Based Reasoning and Reinforcement Learning, the system under consideration gains its expertise from experience. Utilizing this fundamental c...
Thomas Gabel, Martin Riedmiller