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Global optimality conditions and optimization methods for constrained polynomial programming problems
- Wu, Zhiyou, Tian, Jing, Ugon, Julien, Zhang, Liang
Application of nonsmooth optimisation to data analysis
Supervised data classification via max-min separability
Facility location via continuous optimization with discontinuous objective functions
- Ugon, Julien, Kouhbor, Shahnaz, Mammadov, Musa, Rubinov, Alex, Kruger, Alexander
Optimisation solvers and problem formulations for solving a data clustering problem
New algorithm to find a shape of a finite set of points
- Sukhorukova, Nadezda, Ugon, Julien
Chebyshev multivariate polynomial approximation and point reduction procedure
- Sukhorukova, Nadezda, Ugon, Julien, Yost, David
Chebyshev multivariate polynomial approximation : alternance interpretation
- Sukhorukova, Nadezda, Ugon, Julien, Yost, David
Automatic sleep stage identification: difficulties and possible solutions
- 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
Minimization of the sum of minima of convex functions and its application to clustering
- Rubinov, Alex, Soukhoroukova, Nadejda, Ugon, Julien
Classes and clusters in data analysis
- Rubinov, Alex, Sukhorukova, Nadezda, Ugon, Julien
The choice of a similarity measure with respect to its sensitivity to outliers
- Rubinov, Alex, Sukhorukova, Nadezda, Ugon, Julien
The excess degree of a polytope
- Pineda-Villavicencio, Guillermo, Ugon, Julien, Yost, David
Minimum number of edges of polytopes with 2d + 2 vertices
- Pineda-Villavicencio, Guillermo, Ugon, Julien, Yost, David
Lower bound theorems for general polytopes
- Pineda-Villavicencio, Guillermo, Ugon, Julien, Yost, David
Polytopes close to being simple
- Pineda-Villavicencio, Guillermo, Ugon, Julien, Yost, David
Almost simplicial polytopes : the lower and upper bound theorems
- Nevo, Eran, Pineda-Villavicencio, Guillermo, Ugon, Julien, Yost, David
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
Visual character N-grams for classification and retrieval of radiological images
- Kulkarni, Pradnya, Stranieri, Andrew, Kulkarni, Siddhivinayak, Ugon, Julien, Mittal, Manish
A new algorithm for the placement of WLAN access point based on nonsmooth optimization technique
- Kouhbor, Shahnaz, Ugon, Julien, Kruger, Alexander, Rubinov, Alex, Branch, Philip
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