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The University of Southampton
Centre for Risk Research

Dr Bart Baesens MSc, PhD

Lecturer in Management

Dr Bart Baesens's photo

Dr Bart Baesens is Lecturer in Management within Southampton Business School at the University of Southampton.

I obtained both my MSc in Business Engineering and PhD in Applied Economics at the KU Leuven (Belgium) in 1998 and 2003, respectively.

I consider myself to be an applied researcher. 

Throughout my research, I have acquired key qualifications in data mining, analytics, credit risk modelling, statistical modelling, computer programming as well as qualitative research methods. I have worked with leading researchers in my field, which has allowed me to acquire a thorough international experience and create a solid research network.

I have co-authored about 80 journal publications in top SCI rated journals. Amongst the journals my work was published in are, e.g., Management Science, Machine Learning, IEEE Transactions on Neural Networks, IEEE Transactions on Evolutionary Computation, Data and Knowledge Engineering, European Journal of Operational Research, Journal of Forecasting, Journal of the Operational Research Society, Computational Statistics and Data Analysis, and Decision Support Systems.

I also edited special issues of the journals Expert Systems with Applications, Machine Learning, and IEEE Transactions on Neural Networks and Learning Systems. Furthermore, results of my research have been presented at various conferences which has resulted in about 80 conference publications and various best paper and best speaker awards. In November 2009, I have also co-authored a book “Credit Risk Management”, published by Oxford University Press. According to the Web of Science, my current h-index is 16, with a total number of citations equal to 1187. 

Collaborations

With the National University of Singapore; New York Stern School of Business, University of Hamburg, University of Chile, and Tsinghua University.

Prizes

  • Best Paper Award in the Design Track at the International Conference on Information Systems (ICIS’2006), Milwaukee, United States, December 2006.
  • The McGraw Hill Australia Honourable Mention for Paper in Entrepreneurship Finance, Profitability & Growth for our paper: VANHOUTTE C., MARTENS D., DE WINNE S., SELS L., BAESENS B., The initial resource-performance relationship in new ventures: Towards a configurational approach, Proceedings of the Seventh AGSE Conference, Queensland, Australia, February 2-5, 2010.

Editor

I am an associate editor of Machine Learning, IEEE Transactions on Neural Networks and Learning Systems.

 

Research interests

Technical

  • Data mining/analytics
  • Neural Networks
  • Support Vector Machines
  • Decision trees and rule extraction
  • Survival Analysis

Applications

  • Credit Risk Modelling
  • Marketing analytics
  • Fraud detection
  • Social Networks
  • Web Analytics
  • Software engineering

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Dr Bart Baesens
Southampton Business School, University of Southampton, Southampton SO17 1BJ, UK.
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