131
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KDD
15 years 4 months ago
1995 ACM 
Probabilistic expert systemsbased on Bayesian networks(BNs)require initial specification both a qualitative graphical structure and quantitative assessmentof conditional probabili...
129
Voted
KDD
15 years 4 months ago
1995 ACM 
Wedescribe a case study in data miningfor personal loan evaluation, performed at the ABNAMRObank in the Netherlands. Historical data of clients and their pay-backbehaviourare used...
126
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KDD
15 years 4 months ago
1995 ACM 
Discovering repetitive, interesting, and functional substructures in a structural database improves the ability to interpret and compress the data. However, scientists working wit...
119
Voted
KDD
15 years 4 months ago
1995 ACM 
Manydata mining algorithms developed recently are based on inductive learning methods. Very few are based on similarity-based learning. However, similarity-based learning accrues ...
110
Voted
KDD
15 years 4 months ago
1995 ACM 
The Bayesianclassifier is a simple approachto classification that producesresults that are easy for people to interpret. In many cases, the Bayesianclassifieris at leastasaccurate...
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Data Mining