Objects
Sukhorukova, Nadezda, Ugon, Julien. ; 2010. Characterization theorem for best linear spline approximation with free knots.
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.
Ugon, Julien. ; 2007. Optimization solvers and problem formulations for solving data clustering problems.
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.
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.
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.
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.
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.
Beliakov, Gleb, Ugon, Julien. Taylor and Francis; 2007. Implementation of novel methods of global and nonsmooth optimization : GANSO programming library.
Bagirov, Adil, Ugon, Julien, Webb, Dean. Fast modified global k-means algorithm for incremental cluster construction. 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.
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.
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.
Kouhbor, Shahnaz, Ugon, Julien, Rubinov, Alex, Kruger, Alexander, Mammadov, Musa. Melbourne : IEEE; 2006. Coverage in WLAN with minimum number of access points.
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.
Bagirov, Adil, Ugon, Julien, Webb, Dean, Karasozen, Bulent. Classification through incremental max-min separability. 2011.
Rubinov, Alex, Soukhoroukova, Nadejda, Ugon, Julien. Boston, MA Springer; 2005. Minimization of the sum of minima of convex functions and its application to clustering.
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.
Ugon, Julien. University of Ballarat; 2005. Application of nonsmooth optimisation to data analysis.
Yu, Ting, Ugon, Julien, Yu, Wei. A modified parallel optimization system for updating large-size time-evolving flow matrix. 2011.
Bagirov, Adil, Ugon, Julien. Springer; 2011. Codifferential method for minimizing nonsmooth DC functions.
Bagirov, Adil, Ugon, Julien, Webb, Dean, Ozturk, Gurkan, Kasimbeyli, Refail. ; 2011. A novel piecewise linear classifier based on polyhedral conic and max-min separabilities.
Bagirov, Adil, Ugon, Julien. Taylor and Francis Ltd.; 2018. Nonsmooth DC programming approach to clusterwise linear regression : Optimality conditions and algorithms.
Bagirov, Adil, Ugon, Julien, Webb, Dean. An efficient algorithm for the incremental construction of a piecewise linear classifier. 2011.
Doolittle, Joseph, Nevo, Eran, Pineda-Villavicencio, Guillermo, Ugon, Julien, Yost, David. Springer New York LLC; 2019. On the reconstruction of polytopes.
Bagirov, Adil, Kasimbeyli, Refail, Ozturk, Gurkan, Ugon, Julien. Springer New York; 2014. Piecewise linear classifiers based on nonsmooth optimization approaches.
Pineda-Villavicencio, Guillermo, Ugon, Julien, Yost, David. Elsevier; 2019. Lower bound theorems for general polytopes.
Bagirov, Adil, Ugon, Julien, Mirzayeva, Hijran. Nonsmooth nonconvex optimization approach to clusterwise linear regression problems. 2013.
Wu, Zhiyou, Tian, Jing, Quan, Jing, Ugon, Julien. Elsevier; 2014. Optimality conditions and optimization methods for quartic polynomial optimization.
Wu, Zhiyou, Tian, Jing, Ugon, Julien, Zhang, Liang. Elsevier Ltd; 2015. Global optimality conditions and optimization methods for constrained polynomial programming problems.
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. Springer; 2015. Nonsmooth optimization algorithm for solving clusterwise linear regression problems.
Wu, Zhiyou, Tian, Jing, Ugon, Julien. Springer; 2015. Global optimality conditions and optimization methods for polynomial programming problems.
Bagirov, Adil, Ugon, Julien, Mirzayeva, Hijran. Springer Verlag; 2014. An algorithm for clusterwise linear regression based on smoothing techniques.
Bagirov, Adil, Taheri, Sona, Ugon, Julien. Elsevier Ltd; 2016. Nonsmooth DC programming approach to the minimum sum-of-squares clustering problems.
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.
Bagirov, Adil, Ugon, Julien. Taylor & Francis; 2005. An algorithm for minimizing clustering functions.
Bui, Hoa, Pineda-Villavicencio, Guillermo, Ugon, Julien. Connectivity of cubical polytopes. 2019.
Bagirov, Adil, Ugon, Julien. Springer; 2006. Piecewise partially separable functions and a derivative-free algorithm for large scale nonsmooth optimization.
Crouzeix, Jean-Pierre, Sukhorukova, Nadezda, Ugon, Julien. Springer; 2020. Finite alternation theorems and a constructive approach to piecewise polynomial approximation in chebyshev norm.
Kulkarni, Pradnya, Stranieri, Andrew, Kulkarni, Siddhivinayak, Ugon, Julien, Mittal, Manish. ; 2014. Visual character N-grams for classification and retrieval of radiological images.