Faculty of Science, Engineering and Built Environment

School of Information Technology

Prof Gleb Beliakov
  Phone   +61 3 925 17475
Email   gleb.beliakov@deakin.edu.au
Position   Professor
Campus   Burwood
Research grouping   Securing Cyberspace
Information Processing and Computational Intelligence

Prof. G. Beliakov has been at Deakin University since 1999, raising from Lecturer's position to
Professor. He has been an Associate Head of School (Research) between 2009-2012. He leads Information
Processing and Computational Intelligence Research Lab, and is leads several projects in Computational
Mathematics and Fuzzy Systems.

Research interests

  1. Fuzzy systems
  2. Computational mathematics
  3. numerical optimisation and data analysis


Key publications

G. Beliakov, A. Pradera and T. Calvo (2007) Aggregation Functions: A Guide for Practitioners www.springer.com/978-3-540-73720-9 Springer

Calvo, T. and Beliakov, G. (2010) Aggregation functions based on penalties Fuzzy Sets and Systems 161, 1420-1436

Yager, R. and Beliakov, G. (2010) OWA operators in regression problems IEEE Trans. on Fuzzy Systems 18, 106-113

Beliakov, G. (2009) Construction of aggregation functions from data using linear programming Fuzzy Sets and Systems 160, 65-75

View entire list of audited publications

Professional activities

Associate Editor of IEEE Transactions on Fuzzy Systems (top ranked journal in the area)
Associate Editor of Fuzzy Sets and Systems (top ranked journal in the area)
Senior Member of IEEE

Related links

My recent publications and software, with liks to full text
www.deakin.edu.au/~gleb

 

PhD students

Student nameThesis title
Simon JamesAggregation functions (graduated) Tim WilkinAggregation functions  

 

Teaching areas

Mathematical Methods
Linear Algebra


Deakin University acknowledges the traditional land owners of present campus sites.

8th February 2013