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Implementation of novel methods of global and nonsmooth optimization : GANSO programming library
- Beliakov, Gleb, Ugon, Julien
Non-smooth optimization methods for computation of the conditional value-at-risk and portfolio optimization
- Beliakov, Gleb, Bagirov, Adil
Derivative-free optimization and neural networks for robust regression
- Beliakov, Gleb, Kelarev, Andrei, Yearwood, John
Detecting K-complexes for sleep stage identification using nonsmooth optimization
- Moloney, David, Sukhorukova, Nadezda, Vamplew, Peter, Ugon, Julien, Li, Gang, Beliakov, Gleb, Philippe, Carole, Amiel, Hélène, Ugon, Adrien
Application of rank correlation, clustering and classification in information security
- Beliakov, Gleb, Yearwood, John, Kelarev, Andrei
Performance evaluation of multi-tier ensemble classifiers for phishing websites
- Abawajy, Jemal, Beliakov, Gleb, Kelarev, Andrei, Yearwood, John
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