Vanthienen Jan

Jan Vanthienen

Information about the author Jan Vanthienen will soon be added to the site.
Found 7 papers in total
Performance of classification models from a user perspective
Performance of classification models from a user perspective
2011
This paper proposes a complete framework to assess the overall performance of...
An empirical evaluation of the comprehensibility of decision table, tree and rule based predictive models
An empirical evaluation of the comprehensibility of decision table, tree and rule based predictive models
2011
An important objective of data mining is the development of predictive models. Based...
Inferring descriptive and approximate fuzzy rules for credit scoring using evolutionary algorithms
Inferring descriptive and approximate fuzzy rules for credit scoring using evolutionary algorithms
2007
Generating both accurate as well as explanatory classification rules is becoming...
A process model to develop an internal rating system: Sovereign credit ratings
A process model to develop an internal rating system: Sovereign credit ratings
2006
The Basel II capital accord encourages financial institutions to develop rating...
Bayesian network classifiers for identfying the slope of the customer lifecycle of long-life customers
Bayesian network classifiers for identfying the slope of the customer lifecycle of long-life customers
2004
Undoubtedly, customer relationship management has gained its importance through the...
Using neural network rule extraction and decision tables for credit-risk evaluation
Using neural network rule extraction and decision tables for credit-risk evaluation
2003
Credit-risk evaluation is a very challenging and important management science problem...
Bayesian neural network learning for repeat purchase modelling in direct marketing
Bayesian neural network learning for repeat purchase modelling in direct marketing
2002
We focus on purchase incidence modelling for a European direct mail company. Response...
Papers per page: