152
Voted
ECAI
15 years 6 months ago
2004 Springer 
The Hierarchical Hidden Markov Model (HHMM) is a well formalized tool suitable to model complex patterns in long temporal or spatial sequences. Even if effective algorithms are ava...
135
Voted
ECAI
15 years 4 months ago
2004 Springer
Functional genomics is a typical scientific discovery domain characterized by a very large number of attributes (genes) relative to the number of examples (observations). The dang...
132
Voted
ECAI
15 years 6 months ago
2004 Springer 
In this paper, we present a dynamic and adaptive variable ordering heuristic which guides systematic search toward inconsistent or hard parts of a Constraint Satisfaction Problem (...
125
Voted
ECAI
15 years 6 months ago
2004 Springer
A Bayesian network is an appropriate tool to deal with the uncertainty that is typical of real-life applications. Bayesian network arcs represent statistical dependence between dif...
123
Voted
ECAI
15 years 6 months ago
2004 Springer
We provide a logical model of biochemical reactions and show how hypothesis generation using weakest sufficient and strongest necessary conditions may be used to provide addition...
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Artificial Intelligence