Comparing Mining Algorithms for Predicting the Severity of a Reported Bug

Ahmed Lamkanfi, Serge Demeyer, Quinten David Soetens, +1

Software MaintenanceEngineeringDiagnosisReported BugSoftware Engineering +24

Principal component analysis for data containing outliers and missing elements

Sven Serneels, Tim Verdonck

Computational Statistics & Data Analysis

Anomaly DetectionEngineeringData ScienceData MiningOutlier Detection +8

Special issue on feature engineering editorial

Tim Verdonck, Bart Baesens, María Óskarsdóttir, +1

Machine Learning

Software MaintenanceEngineeringFeature EngineeringDesignFeature Modeling +5

Data engineering for fraud detection

Bart Baesens, Sebastiaan Höppner, Tim Verdonck

Decision Support Systems

Fraud DetectionEngineeringData ScienceData MiningData Engineering +8

A Deterministic Algorithm for Robust Location and Scatter

Mia Hubert, Peter J. Rousseeuw, Tim Verdonck

Journal of Computational and Graphical Statistics

Location TrackingEngineeringLocation EstimationRobust LocationField Robotics +18

Robust PCA for skewed data and its outlier map

Mia Hubert, Peter J. Rousseeuw, Tim Verdonck

Computational Statistics & Data Analysis

EngineeringData ScienceData MiningRobust StatisticOutlier Detection +4

Sparse PCA for High-Dimensional Data With Outliers

Mia Hubert, Tom Reynkens, Éric Schmitt, +1

Technometrics

EngineeringRobpca AlgorithmSparse ImagingNew Rospca MethodData Science +16

Predict-then-optimize or predict-and-optimize? An empirical evaluation of cost-sensitive learning strategies

Toon Vanderschueren, Tim Verdonck, Bart Baesens, +1

Information Sciences

Artificial IntelligenceModel OptimizationLearning ProblemEngineeringMachine Learning +13

Optimal risk transfer under quantile-based risk measurers

Alexandru V. Asimit, Alexandru Badescu, Tim Verdonck

Insurance Mathematics and Economics

EngineeringRisk ManagementRisk MetricOptimal Risk TransferRisk Analysis (Business) +2

Robust kernel principal component analysis and classification

Michiel Debruyne, Tim Verdonck

Advances in Data Analysis and Classification

Image AnalysisMachine LearningData ScienceEngineeringPattern Recognition +5