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107
Voted
IJCAI
2003
15 years 2 months ago
2003
Often the most expensive and time-consuming task in building a pattern recognition system is col lecting and accurately labeling training and testing data. In this paper, we exp...
IJCAI
2003
15 years 2 months ago
2003
This is a position paper that describes a long-term ongoing research project that is being developed at ITESM. The project is called Bymx. The aim of Bymx is to integrate informat...
117
Voted
IJCAI
2003
15 years 2 months ago
2003
In traditional text classification, a classifier is built using labeled training documents of every class. This paper studies a different problem. Given a set P of documents of a ...
106
Voted
IJCAI
2003
15 years 2 months ago
2003
This paper presents an action selection framework based on an assemblage of self-organizing neural networks called Cooperative Extended Kohonen Maps. This framework encapsulates t...
93
Voted
IJCAI
2003
15 years 2 months ago
2003
This paper introduces the Point-Based Value Iteration (PBVI) algorithm for POMDP planning. PBVI approximates an exact value iteration solution by selecting a small set of represen...