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Characterization theorem for best linear spline approximation with free knots
- Sukhorukova, Nadezda, Ugon, Julien
Minimisation of the cluster function : Numerical experiments using MPI techniques
Analysis of the Australian credit database
- Rubinov, Alex, Sukhorukova, Nadezda, Yearwood, John
The choice of a similarity measure with respect to its sensitivity to outliers
- Rubinov, Alex, Sukhorukova, Nadezda, Ugon, Julien
Polynomial splines and data approximation
A necessary optimality condition for free knots linear splines: Special cases
New algorithm to find a shape of a finite set of points
- Sukhorukova, Nadezda, Ugon, Julien
- Pan, Heping, Sukhorukova, Nadezda
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
Classes and clusters in data analysis
- Rubinov, Alex, Sukhorukova, Nadezda, Ugon, Julien
Workload coverage through nonsmooth optimization
- Sukhorukova, Nadezda, Ugon, Julien, Yearwood, John
Characterization theorem for best polynomial spline approximation with free knots, variable degree and fixed tails
- Crouzeix, Jean-Pierre, Sukhorukova, Nadezda, Ugon, Julien
An algorithm for clustering based on non-smooth optimization techniques
- Bagirov, Adil, Rubinov, Alex, Sukhorukova, Nadezda, Yearwood, John
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
K-complex detection using a hybrid-synergic machine learning method
- Vu, Huy Quan, Li, Gang, Sukhorukova, Nadezda, Beliakov, Gleb, Liu, Shaowu, Philippe, Carole, Amiel, Hélène, Ugon, Adrien
Two curve Chebyshev approximation and its application to signal clustering
Unsupervised and supervised data classification via nonsmooth and global optimisation
- Bagirov, Adil, Rubinov, Alex, Sukhorukova, Nadezda, Yearwood, John
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