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PPSN
1990
Springer
15 years 8 months ago
Feature Construction for Back-Propagation
T h e ease of learning concepts f r o m examples in empirical machine learning depends on the attributes used for describing the training d a t a . We show t h a t decision-tree b...
Selwyn Piramuthu
144
Voted
ECAI
2004
Springer
15 years 8 months ago
Defining Classes of Influences for the Acquisition of Probability Constraints for Bayesian Networks
The task of eliciting all probabilities required for a Bayesian network can be supported by first acquiring qualitative constraints on the numerical quantities to be obtained. Buil...
Linda C. van der Gaag, Eveline M. Helsper
AUSAI
2008
Springer
15 years 6 months ago
A Refutation Approach to Neighborhood Interchangeability in CSPs
The concept of Interchangeability was developed to deal with redundancy of values in the same domain. Conventional algorithms for detecting Neighborhood Interchangeability work by ...
Chavalit Likitvivatanavong, Roland H. C. Yap
162
Voted
ESAW
2008
Springer
15 years 6 months ago
From Individuals to Social and Vice-versa
The concept of cyclical influence between individuals and society is widely accepted, but hard to understand in all details. This paper proposes the use of three processes of socia...
André M. C. Campos, Frank Dignum, Virginia ...
NIPS
2001
15 years 6 months ago
Modeling Temporal Structure in Classical Conditioning
The Temporal Coding Hypothesis of Miller and colleagues [7] suggests that animals integrate related temporal patterns of stimuli into single memory representations. We formalize t...
Aaron C. Courville, David S. Touretzky