1041 search results - page 1 / 209 » Two Algorithms for Inducing Causal Models from Data |
KDD
1994
ACM
13 years 8 months ago
1994
ACM
IJCAI
1997
13 years 6 months ago
1997
Weak causal relationships and small sample size pose two significant difficulties to the automatic discovery of causal models from observational data. This paper examines the infl...
ECSQARU
1999
Springer
13 years 9 months ago
1999
Springer
: In this paper we consider the problem of inducing causal relations from statistical data. Although it is well known that a correlation does not justify the claim of a causal rela...
AIME
2007
Springer
13 years 11 months ago
2007
Springer
Abstract. The practice of medicine is becoming increasingly evidencebased and clinical practice guidelines (CPGs) are necessary for advancing evidence-based medicine (EBM). We hypo...
KES
2004
Springer
13 years 10 months ago
2004
Springer
Our objective is a comparison of two data mining approaches to dealing with imbalanced data sets. The first approach is based on saving the original rule set, induced by the LEM2 ...