Objects
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.
Rubinov, Alex, Soukhoroukova, Nadejda, Ugon, Julien. Boston, MA Springer; 2005. Minimization of the sum of minima of convex functions and its application to clustering.
Kouhbor, Shahnaz, Ugon, Julien, Kruger, Alexander, Rubinov, Alex, Branch, Philip. Ballarat, Victoria : University of Ballarat; 2004. Optimization in wireless local area network.
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.
Ugon, Julien, Kouhbor, Shahnaz, Mammadov, Musa, Rubinov, Alex, Kruger, Alexander. ; 2007. Facility location via continuous optimization with discontinuous objective functions.
Rubinov, Alex, Sukhorukova, Nadezda, Ugon, Julien. ; 2010. The choice of a similarity measure with respect to its sensitivity to outliers.
Kulkarni, Pradnya, Stranieri, Andrew, Kulkarni, Siddhivinayak, Ugon, Julien, Mittal, Manish. ; 2014. Visual character N-grams for classification and retrieval of radiological images.
Rubinov, Alex, Sukhorukova, Nadezda, Ugon, Julien. Elsevier Science; 2006. Classes and clusters in data analysis.
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.
Nevo, Eran, Pineda-Villavicencio, Guillermo, Ugon, Julien, Yost, David. Cambridge University Press; 2020. Almost simplicial polytopes : the lower and upper bound theorems.
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.
Sukhorukova, Nadezda, Ugon, Julien, Yearwood, John. Taylor & Francis; 2009. Workload coverage through nonsmooth optimization.
Sukhorukova, Nadezda, Ugon, Julien. Springer; 2016. Chebyshev approximation by linear combinations of fixed knot polynomial splines with weighting functions.
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.
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.
Wu, Zhiyou, Tian, Jing, Quan, Jing, Ugon, Julien. Elsevier; 2014. Optimality conditions and optimization methods for quartic polynomial optimization.
Bui, Hoa, Pineda-Villavicencio, Guillermo, Ugon, Julien. ; 2019. Connectivity of cubical polytopes.
Bagirov, Adil, Ugon, Julien, Mirzayeva, Hijran. Springer; 2015. Nonsmooth optimization algorithm for solving clusterwise linear regression problems.
Peiris, V, Sharon, Nir, Sukhorukova, Nadezda, Ugon, Julien. Elsevier Inc.; 2021. Generalised rational approximation and its application to improve deep learning classifiers.
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.
Doolittle, Joseph, Nevo, Eran, Pineda-Villavicencio, Guillermo, Ugon, Julien, Yost, David. Springer New York LLC; 2019. On the reconstruction of polytopes.
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.
Bagirov, Adil, Ugon, Julien. Taylor & Francis; 2005. An algorithm for minimizing clustering functions.
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.
Bagirov, Adil, Ugon, Julien. Springer; 2006. Piecewise partially separable functions and a derivative-free algorithm for large scale nonsmooth optimization.
Kouhbor, Shahnaz, Ugon, Julien, Mammadov, Musa, Rubinov, Alex, Kruger, Alexander. Sydney : University of Technology; 2006. Coverage in WLAN : Optimization model and algorithm.
Wu, Zhiyou, Tian, Jing, Ugon, Julien. Springer; 2015. Global optimality conditions and optimization methods for polynomial programming problems.
Ugon, Julien. University of Ballarat; 2005. Application of nonsmooth optimisation to data analysis.
Bagirov, Adil, Ganjehlou, Asef Nazari, Tor, Hakan, Ugon, Julien. ; 2010. A generalized subgradient method with piecewise linear subproblem.
Bagirov, Adil, Ugon, Julien, Webb, Dean, Karasozen, Bulent. Classification through incremental max-min separability. 2011.
Crouzeix, Jean-Pierre, Sukhorukova, Nadezda, Ugon, Julien. Springer; 2020. Finite alternation theorems and a constructive approach to piecewise polynomial approximation in chebyshev norm.
Pineda-Villavicencio, Guillermo, Ugon, Julien, Yost, David. Elsevier; 2019. Lower bound theorems for general polytopes.
Bagirov, Adil, Ugon, Julien, Webb, Dean, Ozturk, Gurkan, Kasimbeyli, Refail. ; 2011. A novel piecewise linear classifier based on polyhedral conic and max-min separabilities.
Beliakov, Gleb, Ugon, Julien. Taylor and Francis; 2007. Implementation of novel methods of global and nonsmooth optimization : GANSO programming library.
Bagirov, Adil, Ugon, Julien, Mirzayeva, Hijran. Nonsmooth nonconvex optimization approach to clusterwise linear regression problems. 2013.
Ugon, Julien, Bagirov, Adil. ; 2005. Supervised data classification via max-min separability.
Bagirov, Adil, Ugon, Julien. Taylor and Francis Ltd.; 2018. Nonsmooth DC programming approach to clusterwise linear regression : Optimality conditions and algorithms.
Bagirov, Adil, Taheri, Sona, Ugon, Julien. Elsevier Ltd; 2016. Nonsmooth DC programming approach to the minimum sum-of-squares clustering problems.
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.
Bagirov, Adil, Ugon, Julien, Webb, Dean. An efficient algorithm for the incremental construction of a piecewise linear classifier. 2011.
Ugon, Julien, Rubinov, Alex. Ballarat, Victoria : University of Ballarat; 2005. Optimisation solvers and problem formulations for solving a data clustering problem.
Kouhbor, Shahnaz, Ugon, Julien, Rubinov, Alex, Kruger, Alexander, Mammadov, Musa. Melbourne : IEEE; 2006. Coverage in WLAN with minimum number of access points.
Ugon, Julien. ; 2007. Optimization solvers and problem formulations for solving data clustering problems.
Bagirov, Adil, Ugon, Julien. Taylor and Francis Ltd.; 2018. Nonsmooth DC programming approach to clusterwise linear regression : Optimality conditions and algorithms.
Sukhorukova, Nadezda, Ugon, Julien. Perth : Curtin University of Technology; 2003. New algorithm to find a shape of a finite set of points.
Bagirov, Adil, Kasimbeyli, Refail, Ozturk, Gurkan, Ugon, Julien. Springer New York; 2014. Piecewise linear classifiers based on nonsmooth optimization approaches.
Wu, Zhiyou, Tian, Jing, Ugon, Julien, Zhang, Liang. Elsevier Ltd; 2015. Global optimality conditions and optimization methods for constrained polynomial programming problems.
Crouzeix, Jean-Pierre, Sukhorukova, Nadezda, Ugon, Julien. Springer; 2017. Characterization theorem for best polynomial spline approximation with free knots, variable degree and fixed tails.
Sukhorukova, Nadezda, Ugon, Julien. ; 2010. Characterization theorem for best linear spline approximation with free knots.
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.
Bagirov, Adil, Ugon, Julien, Mirzayeva, Hijran. Springer Verlag; 2014. An algorithm for clusterwise linear regression based on smoothing techniques.
Pineda-Villavicencio, Guillermo, Ugon, Julien, Yost, David. Society for Industrial and Applied Mathematics Publications; 2018. The excess degree of a polytope.
Pineda-Villavicencio, Guillermo, Ugon, Julien, Yost, David. Springer; 2020. Polytopes close to being simple.
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.
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, Ugon, Julien, Webb, Dean. Fast modified global k-means algorithm for incremental cluster construction. 2011.