Georgy Sofronov
Department of Statistics
Macquarie University
Australia
Biography
Senior lecturer in Department of Statistics at Macquarie University.
Research Interest
1) Markov chain Monte Carlo methods, Cross-Entropy method 2) Linear Mixed Models, Small Area Estimation, Biological models 3) Theory and applications of random processes, optimal stopping rules 4) Sequential analysis, asymptotic theory, change-point problem
Publications
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Polushina TV, Sofronov GY. A hybrid genetic algorithm for change-point detection in binary biomolecular sequences. InProceedings of the IASTED International Conference on Artificial Intelligence and Applications (AIA 2013) 2013 (pp. 1-8).
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Priyadarshana WJ, Sofronov G. Multiple break-points detection in array CGH data via the cross-entropy method. IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB). 2015 Mar 1;12(2):487-98.
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Polushina T, Sofronov G. Change-point detection in biological sequences via genetic algorithm. InEvolutionary Computation (CEC), 2011 IEEE Congress on 2011 Jun 5 (pp. 1966-1971). IEEE.
