< Back to previous page

Researcher

Tim Verdonck

  • Research Expertise  (University of Antwerp):The development and application of machine learning techniques for (mainly) financial, actuarial and economic data sets. The development and application of robust statistics for anomaly detection. Tim Verdonck is chairholder of the BNP Paribas Fortis Chair on Fraud Analytics, the Allianz Chair on Prescriptive Business Analytics in Insurance and the BASF Chair on Robust Predictive Analytics.
  • Keywords  (University of Antwerp):MACHINE LEARNING, STATISTICAL DATA ANALYSIS, DATA SCIENCE, ACTUARIAL MATHEMATICS, STATISTICAL MODELLING, Mathematics
  • Disciplines  (Interuniversity Microelectronics Centre):Display technology, Antennas and propagation, Automation and control systems, Analogue, RF and mixed signal integrated circuits, Neuromorphic computing, Audio and speech processing, Environmental safety and health of nanotechnology, Battery technology, Biomaterials, Ceramic matrix composites, Hybrid composites, Computational materials science, Metals and alloy materials, Polymer processing, Nanomaterials, Functional materials, Biomedical image processing, Biochemical engineering, Biofluid mechanics, Cell, tissue and organ engineering, Arithmetic and logic structures, Automation, feedback control and robotics, Bio-informatics, Analogue and digital signal processing, Engineering instrumentation, Environmental health and safety, Biostatistics, Care for disabled, Bioethics
  • Disciplines  (KU Leuven):Statistics and numerical methods, Artificial intelligence
  • Disciplines  (University of Antwerp):Statistics, Business economics, Management information systems, Data collection and data estimation methodology, computer programs, Econometric and statistical methods and methodology, Mathematical methods, programming models, mathematical and simulation modelling
  • Research techniques  (University of Antwerp):Machine learning techniques Anomaly detection using robust statistics Sparse methods for high-dimensional data Fraud detection techniques Data science for non-life insurance
  • Users of research expertise  (University of Antwerp):Banks Insurance companies Business world Chemometrics Health sector