Objects
Beliakov, Gleb, Ugon, Julien. Taylor and Francis; 2007. Implementation of novel methods of global and nonsmooth optimization : GANSO programming library.
Beliakov, Gleb, Bagirov, Adil. Taylor and Francis; 2006. Non-smooth optimization methods for computation of the conditional value-at-risk and portfolio optimization.
Beliakov, Gleb, Tobon, Monsalve, Bagirov, Adil. Melbourne : Springer; 2003. Parallelization of the discrete gradient method of non-smooth optimization and its applications.
Beliakov, Gleb, Kelarev, Andrei, Yearwood, John. Derivative-free optimization and neural networks for robust regression. 2012.
Vu, Huy Quan, Li, Gang, Sukhorukova, Nadezda, Beliakov, Gleb, Liu, Shaowu, Philippe, Carole, Amiel, Hélène, Ugon, Adrien. K-complex detection using a hybrid-synergic machine learning method. 2012.
Beliakov, Gleb, Yearwood, John, Kelarev, Andrei. Deakin University Burwood Campus Melbourne; 2011. An application of novel clustering technique for information security.
Bagirov, Adil, Beliakov, Gleb. Springer US; 2009. Global optimization : Cutting angle method.
Bagirov, Adil, Beliakov, Gleb. Special issue of Optimization, dedicated to the development of the ideas of the late Prof. A. Rubinov. 2009.
Moloney, David, Sukhorukova, Nadezda, Vamplew, Peter, Ugon, Julien, Li, Gang, Beliakov, Gleb, Philippe, Carole, Amiel, Hélène, Ugon, Adrien. Detecting K-complexes for sleep stage identification using nonsmooth optimization. 2012.
Beliakov, Gleb, Yearwood, John, Kelarev, Andrei. Application of rank correlation, clustering and classification in information security. 2012.
Abawajy, Jemal, Beliakov, Gleb, Kelarev, Andrei, Yearwood, John. Melbourne, Vic School of Information Systems, Deakin University; 2012. Performance evaluation of multi-tier ensemble classifiers for phishing websites.
Ferrer, Albert, Bagirov, Adil, Beliakov, Gleb. Springer; 2015. Solving DC programs using the cutting angle method.