Benchmarking Least Squares Support Vector Machine Classifiers

Tony Van Gestel, Johan A. K. Suykens, Bart Baesens, +5

Machine Learning

Support Vector MachineClassification MethodImage AnalysisMachine LearningData Science +11

Formal concept analysis in knowledge processing: A survey on applications

Jonas Poelmans, Dmitry I. Ignatov, Sergei O. Kuznetsov, +1

Expert Systems with Applications

EngineeringData ScienceKnowledge ExtractionKnowledge ModelingData Mining +10

Bayesian neural network learning for repeat purchase modelling in direct marketing

Bart Baesens, Stijn Viaene, Dirk Van den Poel, +2

European Journal of Operational Research

Marketing AnalyticsEngineeringMachine LearningData SciencePrior Knowledge Incorporation +8

A Comparison of State‐of‐the‐Art Classification Techniques for Expert Automobile Insurance Claim Fraud Detection

Stijn Viaene, Richard A. Derrig, Bart Baesens, +1

Journal of Risk & Insurance

Fraud DetectionBayesian Decision TheoryEngineeringMachine LearningAlternative Operationalizations +20

A case study of applying boosting naive bayes to claim fraud diagnosis

Stijn Viaene, Richard A. Derrig, Guido Dedene

IEEE Transactions on Knowledge and Data Engineering

Fraud DetectionInsurance Claim FraudEngineeringEvidence ReformulationConsumer Fraud +21

Formal Concept Analysis in knowledge processing: A survey on models and techniques

Jonas Poelmans, Sergei O. Kuznetsov, Dmitry I. Ignatov, +1

Expert Systems with Applications

EngineeringData ScienceKnowledge ExtractionAutomated ReasoningKnowledge Modeling +12

Auto claim fraud detection using Bayesian learning neural networks

Stijn Viaene, Guido Dedene, Richard A. Derrig

Expert Systems with Applications

Fraud DetectionEngineeringMachine LearningData MiningKnowledge Discovery +5

Existence dependency: The key to semantic integrity between structural and behavioral aspects of object types

Monique Snoeck, Guido Dedene

IEEE Transactions on Software Engineering

EngineeringSoftware EngineeringObject OrientationSemanticsSemantic Web +20

Insurance Fraud: Issues and Challenges

Stijn Viaene, Guido Dedene

The Geneva Papers on Risk and Insurance Issues and Practice

Fraud DetectionInsurance LawRisk ManagementManagementLaw +4

Distance-based software measurement: necessary and sufficient properties for software measures

Geert Poels, Guido Dedene

Information and Software Technology

Software MaintenanceEmpirical Software Engineering ResearchEngineeringSoftware QualityMeasurement +12