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Welcome to my home page!

Contact details

Pekka Malo, Ph.D. (econ), M.Sc. (math)
Assistant Professor of Statistics
Department of Information and Service Economy
Aalto University School of Business

Office address:
Chydenia, 4th floor, Room CG-4.18
Runeberginkatu 22-24
Helsinki 00100

Phone: +358403538071

Visiting Scholar (Jan 2013 - Aug 2013)
BEACON center
Michigan State University

Research interests

  • Machine learning and artificial intelligence
  • Evolutionary computation
  • Semantic information retrieval
  • Statistical natural language processing
  • Multiobjective optimization


Professional activity

  • Member of the Institute of Electrical and Electronics Engineers (IEEE)
  • Member of the Institute for Operations Research and the Management Sciences (INFORMS)
  • Member of the IEEE Computational Intelligence Society
  • Reviewer in journals: IEEE Transactions on Knowledge and Data Engineering, Journal of the American Society for Information Science and Technology, ACM Transactions on the Web, Physica A, Expert Systems with Applications, Simulation & Gaming, Electronic Commerce Research Journal, International Journal of Information Technology & Decision Making, Annals of Operations Research


Submitted papers

  • Sinha, A., Malo, P. and Deb, K. (2014):Efficient Evolutionary Algorithm for Single-Objective Bilevel Optimization“.
  • Sinha, A., Malo, P. and Deb, K. (2014): "Solving Bilevel Multi-criterion Optimization Problems with Lower Level Decision Uncertainty"
  • Sinha, A., Malo, P. and Deb, K. (2014): "Approximated Set-valued Mapping Approach for Handling Multiobjective Bilevel Problems"

Journal publications

Recent conference papers

Recent talks and tutorials

  • Sinha, A., Malo, P. and Deb, K. (2014): Tutorial on Evolutionary Bilevel Optimization at PPSN (2014), September 13-17, Ljubljana, Slovenia.
  • Sinha, A., Malo, P., and Deb, K. (2013): Tutorial on Bilevel Optimization at GECCO 2013, July 6-10, Amsterdam, Netherlands.
  • Sinha, A., Malo, P., and Deb, K. (2013): “Evolutionary approaches to handling bilevel optimization problems” at BEACON Center, Michigan State University, February 2013, East Lansing, MI, USA.
  • Malo, P., Sinha, A., Korhonen, P. and Wallenius, J. (2012): “Document Classification: A Many Criteria Optimization Problem”. Abstract published in: Proceedings of INFORMS 2012 Annual Meeting, Session on Decision-making and Optimization Problems with Many Criteria, Phoenix, AZ, October 14-17, 2012.
  • Sinha, A., Malo, P. and Deb, K. (2012): “Preference-based Evolutionary Algorithm for Multi-objective Bilevel Optimization”. Abstract published in: 25th European Conference on Operational Research (EURO 2012), Session on Hybrid Evolutionary Multiobjective Optimization Algorithms, Vilnius, July 8-11, 2012.
  • Malo, P., Sinha, A., Ahlgren, O., Wallenius, J. and Korhonen, P. (2011): “A Dimensionality Reduction Approach for Semantic Information Retrieval”. Abstract published in: Proceedings of The 21st International Conference on Multiple Criteria Decision Making (MCDM 2011), Session on Behavioral Issues in Multiple Criteria Decision Making, June 13-17, 2011.
  • Sinha, A. and Malo, P. (2011): “Solving Bilevel Problems using an Evolutionary Approach”. Abstract published in: Proceedings of INFORMS 2011 Annual Meeting, Session on Multiobjective Programming, North Carolina, November 13-16, 2011.
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