עקוב אחר
Julien Ugon
Julien Ugon
Senior Lecturer, Deakin University
כתובת אימייל מאומתת בדומיין deakin.edu.au
כותרת
צוטט על ידי
צוטט על ידי
שנה
Compiling and using input–output frameworks through collaborative virtual laboratories
M Lenzen, A Geschke, T Wiedmann, J Lane, N Anderson, T Baynes, ...
Science of the Total Environment 485, 241-251, 2014
2122014
Fast modified global k-means algorithm for incremental cluster construction
AM Bagirov, J Ugon, D Webb
Pattern recognition 44 (4), 866-876, 2011
1882011
Nonsmooth DC programming approach to the minimum sum-of-squares clustering problems
AM Bagirov, S Taheri, J Ugon
Pattern Recognition 53, 12-24, 2016
592016
Coverage in WLAN with minimum number of access points
S Kouhbor, J Ugon, A Rubinov, A Kruger, M Mammadov
2006 IEEE 63rd Vehicular Technology Conference 3, 1166-1170, 2006
562006
Optimal placement of access point in WLAN based on a new algorithm
S Kouhbor, J Ugon, A Kruger, A Rubinov
International Conference on Mobile Business (ICMB'05), 592-598, 2005
542005
Nonsmooth nonconvex optimization approach to clusterwise linear regression problems
AM Bagirov, J Ugon, H Mirzayeva
European Journal of Operational Research 229 (1), 132-142, 2013
462013
Codifferential method for minimizing nonsmooth DC functions
AM Bagirov, J Ugon
Journal of Global Optimization 50, 3-22, 2011
432011
An efficient algorithm for the incremental construction of a piecewise linear classifier
AM Bagirov, J Ugon, D Webb
Information Systems 36 (4), 782-790, 2011
372011
Piecewise partially separable functions and a derivative-free algorithm for large scale nonsmooth optimization
AM Bagirov, J Ugon
Journal of Global Optimization 35, 163-195, 2006
372006
An algorithm for minimizing clustering functions
AM Bagirov, J Ugon
Optimization 54 (4-5), 351-368, 2005
372005
A novel piecewise linear classifier based on polyhedral conic and max–min separabilities
AM Bagirov, J Ugon, D Webb, G Ozturk, R Kasimbeyli
Top 21, 3-24, 2013
332013
An algorithm for clusterwise linear regression based on smoothing techniques
AM Bagirov, J Ugon, HG Mirzayeva
Optimization letters 9, 375-390, 2015
262015
Implementation of novel methods of global and nonsmooth optimization: GANSO programming library
G Beliakov, J Ugon
Optimization 56 (5-6), 543-546, 2007
262007
Classes and clusters in data analysis
AM Rubinov, NV Soukhoroukova, J Ugon
European Journal of Operational Research 173 (3), 849-865, 2006
242006
Nonsmooth optimization algorithm for solving clusterwise linear regression problems
AM Bagirov, J Ugon, HG Mirzayeva
Journal of Optimization Theory and Applications 164, 755-780, 2015
232015
Patient admission prediction using a pruned fuzzy min–max neural network with rule extraction
J Wang, CP Lim, D Creighton, A Khorsavi, S Nahavandi, J Ugon, ...
Neural Computing and Applications 26, 277-289, 2015
232015
Generalised rational approximation and its application to improve deep learning classifiers
V Peiris, N Sharon, N Sukhorukova, J Ugon
Applied Mathematics and Computation 389, 125560, 2021
222021
Nonsmooth DC programming approach to clusterwise linear regression: optimality conditions and algorithms
AM Bagirov, J Ugon
Optimization methods and software 33 (1), 194-219, 2018
222018
Supervised data classification via max-min separability
AM Bagirov, J Ugon
Continuous Optimization: Current Trends and Modern Applications, 175-207, 2005
212005
A new algorithm for the placement of WLAN access points based on nonsmooth optimization technique
S Kouhbor, J Ugon, A Kruger, A Rubinov, P Branch
The 7th International Conference on Advanced Communication Technology, 2005 …, 2005
202005
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מאמרים 1–20