Objects
Bagirov, Adil, Ugon, Julien. ; 2006. Piecewise partially separable functions and a derivative-free algorithm for large scale nonsmooth optimization.
Wu, Zhiyou, Tian, Jing, Ugon, Julien. Springer; 2015. Global optimality conditions and optimization methods for polynomial programming problems.
Sukhorukova, Nadezda, Ugon, Julien. ; 2010. Characterization theorem for best linear spline approximation with free knots.
Kulkarni, Pradnya, Stranieri, Andrew, Kulkarni, Siddhivinayak, Ugon, Julien, Mittal, Manish. ; 2014. Visual character N-grams for classification and retrieval of radiological images.
Wu, Zhiyou, Tian, Jing, Ugon, Julien, Zhang, Liang. Elsevier Ltd; 2015. Global optimality conditions and optimization methods for constrained polynomial programming problems.
Ugon, Julien, Jia, Long, Ouveysi, Iradj. Perth : Curtain University of Technology; 2003. Queueing programming models in telecommunication network maintenance.
Rubinov, Alex, Soukhoroukova, Nadejda, Ugon, Julien. University of Ballarat, Ballarat, Victoria : University of Ballarat; 2004. A feature selection approach for unsupervised classification based on clustering.
Ghosh, Moumita, Ugon, Julien, Ghosh, Ranadhir, Bagirov, Adil. Ballarat, Victoria : University of Ballarat; 2004. Solving Euclidian travelling salesman problem using discrete-gradient based clustering and kohonen neural network.
Bagirov, Adil, Ganjehlou, Asef Nazari, Tor, Hakan, Ugon, Julien. ; 2010. A generalized subgradient method with piecewise linear subproblem.
Bagirov, Adil, Ugon, Julien, Webb, Dean. Vilnius, Lithuania : Vilnius Gediminas Technical University Publishing House; 2009. A new modified global k-means algorithm for clustering large data sets.
Kouhbor, Shahnaz, Ugon, Julien, Kruger, Alexander, Rubinov, Alex, Branch, Philip. Ballarat, Victoria : University of Ballarat; 2004. Optimization in wireless local area network.
Ugon, Julien, Kouhbor, Shahnaz, Mammadov, Musa, Rubinov, Alex, Kruger, Alexander. ; 2007. Facility location via continuous optimization with discontinuous objective functions.
Kouhbor, Shahnaz, Ugon, Julien, Mammadov, Musa, Rubinov, Alex, Kruger, Alexander. Sydney : University of Technology; 2006. Coverage in WLAN : Optimization model and algorithm.
Sukhorukova, Nadezda, Ugon, Julien. Springer; 2016. Chebyshev approximation by linear combinations of fixed knot polynomial splines with weighting functions.
Bagirov, Adil, Ugon, Julien, Mirzayeva, Hijran. ; 2013. Nonsmooth nonconvex optimization approach to clusterwise linear regression problems.
Bagirov, Adil, Ugon, Julien, Mirzayeva, Hijran. Springer Verlag; 2014. An algorithm for clusterwise linear regression based on smoothing techniques.
Kouhbor, Shahnaz, Ugon, Julien, Rubinov, Alex, Kruger, Alexander, Mammadov, Musa. Melbourne : IEEE; 2006. Coverage in WLAN with minimum number of access points.
Moloney, David, Sukhorukova, Nadezda, Vamplew, Peter, Ugon, Julien, Li, Gang, Beliakov, Gleb, Philippe, Carole, Amiel, Hélène, Ugon, Adrien. ; 2012. Detecting K-complexes for sleep stage identification using nonsmooth optimization.
Ugon, Julien. ; 2007. Optimization solvers and problem formulations for solving data clustering problems.
Bagirov, Adil, Ugon, Julien, Webb, Dean, Ozturk, Gurkan, Kasimbeyli, Refail. ; 2011. A novel piecewise linear classifier based on polyhedral conic and max-min separabilities.
Rubinov, Alex, Sukhorukova, Nadezda, Ugon, Julien. ; 2010. The choice of a similarity measure with respect to its sensitivity to outliers.
Kouhbor, Shahnaz, Ugon, Julien, Kruger, Alexander, Rubinov, Alex, Branch, Philip. Phoenix Park, Korea : IEEE; 2005. A new algorithm for the placement of WLAN access point based on nonsmooth optimization technique.
Kouhbor, Shahnaz, Ugon, Julien, Kruger, Alexander, Rubinov, Alex. Sydney : The Institute of Electrical and Electronics Engineers Inc. (IEEE); 2005. Optimal placement of access point in WLAN based on a new algorithm.
Yu, Ting, Ugon, Julien, Yu, Wei. ; 2011. A modified parallel optimization system for updating large-size time-evolving flow matrix.
Wang, Jin, Lim, Cheepeng, Creighton, Douglas, Khorsavi, Abbas, Nahavandi, Saeid, Ugon, Julien, Vamplew, Peter, Stranieri, Andrew, Martin, Laura, Freischmidt, Anton. Springer-Verlag London; 2015. Patient admission prediction using a pruned fuzzy min-max neural network with rule extraction.
Kulkarni, Pradnya, Stranieri, Andrew, Kulkarni, Sid, Ugon, Julien, Mittal, Manish. ; 2015. Analysis and comparison of co-occurrence matrix and pixel n-gram features for mammographic images.
Ugon, Julien. University of Ballarat; 2005. Application of nonsmooth optimisation to data analysis.
Sukhorukova, Nadezda, Ugon, Julien. Perth : Curtin University of Technology; 2003. New algorithm to find a shape of a finite set of points.
Bagirov, Adil, Ugon, Julien, Barton, Andrew, Briggs, Steven. Darwin, Northern Territory : Engineers Australia; 2008. Optimisation of operations of a water distribution system for reduced power usage.
Ugon, Julien, Rubinov, Alex. Ballarat, Victoria : University of Ballarat; 2005. Optimisation solvers and problem formulations for solving a data clustering problem.
Rubinov, Alex, Soukhoroukova, Nadejda, Ugon, Julien. Boston, MA Springer; 2005. Minimization of the sum of minima of convex functions and its application to clustering.
Bagirov, Adil, Kasimbeyli, Refail, Ozturk, Gurkan, Ugon, Julien. Springer New York; 2014. Piecewise linear classifiers based on nonsmooth optimization approaches.
Sukhorukova, Nadezda, Stranieri, Andrew, Ofoghi, Bahadorreza, Vamplew, Peter, Saleem, Muhammad Saad, Ma, Liping, Ugon, Adrien, Ugon, Julien, Muecke, Nial, Amiel, Hélène, Philippe, Carole, Bani-Mustafa, Ahmed, Huda, Shamsul, Bertoli, Marcello, Levy, P, Ganascia, J.G. Brisbane Australian Computer Society; 2010. Automatic sleep stage identification: difficulties and possible solutions.
Lenzen, Manfred, Geschke, Arne, Wiedmann, Thomas, Lane, Joe, Anderson, Neal, Baynes, Timothy, Boland, John, Daniels, Peter, Dey, Christopher, Fry, Jacob, Hadjikakou, Michalis, Kenway, Steven, Malik, Arunima, Moran, Daniel, Murray, Joy, Nettleton, Stuart, Poruschi, Lavinia, Reynolds, Christian, Rowley, Hazel, Ugon, Julien, Webb, Dean, West, James. Elsevier; 2014. Compiling and using input-output frameworks through collaborative virtual laboratories.
Sukhorukova, Nadezda, Ugon, Julien, Yearwood, John. Taylor & Francis; 2009. Workload coverage through nonsmooth optimization.
Ugon, Julien, Bagirov, Adil. ; 2005. Supervised data classification via max-min separability.
Bagirov, Adil, Taheri, Sona, Ugon, Julien. Elsevier Ltd; 2016. Nonsmooth DC programming approach to the minimum sum-of-squares clustering problems.
Bagirov, Adil, Ugon, Julien, Webb, Dean, Karasozen, Bulent. Classification through incremental max-min separability. 2011.
Bagirov, Adil, Ugon, Julien. Springer; 2011. Codifferential method for minimizing nonsmooth DC functions.
Bagirov, Adil, Ugon, Julien, Webb, Dean. Fast modified global k-means algorithm for incremental cluster construction. 2011.
Bagirov, Adil, Ugon, Julien, Webb, Dean. An efficient algorithm for the incremental construction of a piecewise linear classifier. 2011.
Bagirov, Adil, Ugon, Julien, Webb, Dean. Vilnius, Lithuania : Vilnius Gediminas Technical University Publishing House; 2009. An incremental approach for the construction of a piecewise linear classifier.
Bagirov, Adil, Ugon, Julien, Mirzayeva, Hijran. Springer; 2015. Nonsmooth optimization algorithm for solving clusterwise linear regression problems.
Bagirov, Adil, Ugon, Julien. Taylor and Francis Ltd.; 2018. Nonsmooth DC programming approach to clusterwise linear regression : Optimality conditions and algorithms.
Crouzeix, Jean-Pierre, Sukhorukova, Nadezda, Ugon, Julien. Springer; 2017. Characterization theorem for best polynomial spline approximation with free knots, variable degree and fixed tails.
Bagirov, Adil, Ugon, Julien. Taylor and Francis Ltd.; 2018. Nonsmooth DC programming approach to clusterwise linear regression : Optimality conditions and algorithms.
Rubinov, Alex, Sukhorukova, Nadezda, Ugon, Julien. Elsevier Science; 2006. Classes and clusters in data analysis.
Pineda-Villavicencio, Guillermo, Ugon, Julien, Yost, David. Society for Industrial and Applied Mathematics Publications; 2018. The excess degree of a polytope.
Bagirov, Adil, Ugon, Julien. Taylor & Francis; 2005. An algorithm for minimizing clustering functions.
Beliakov, Gleb, Ugon, Julien. Taylor and Francis; 2007. Implementation of novel methods of global and nonsmooth optimization : GANSO programming library.