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Adil Bagirov
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Introduction to Nonsmooth Optimization
A Bagirov, N Karmitsa, M Makela
Springer, 2014
277*2014
Modified global k-means algorithm for minimum sum-of-squares clustering problems
AM Bagirov
Pattern Recognition 41 (10), 3192-3199, 2008
2772008
Fast modified global k-means algorithm for incremental cluster construction
AM Bagirov, J Ugon, D Webb
Pattern recognition 44 (4), 866-876, 2011
1692011
Discrete gradient method: derivative-free method for nonsmooth optimization
AM Bagirov, B Karasözen, M Sezer
Journal of Optimization Theory and Applications 137 (2), 317-334, 2008
1482008
A new nonsmooth optimization algorithm for minimum sum-of-squares clustering problems
AM Bagirov, J Yearwood
European Journal of Operational Research 170 (2), 578-596, 2006
1432006
Unsupervised and supervised data classification via nonsmooth and global optimization
AM Bagirov, AM Rubinov, NV Soukhoroukova, J Yearwood
Top 11 (1), 1-75, 2003
1412003
An algorithm for minimization of pumping costs in water distribution systems using a novel approach to pump scheduling
AM Bagirov, AF Barton, H Mala-Jetmarova, A Al Nuaimat, ST Ahmed, ...
Mathematical and Computer Modelling 57 (3-4), 873-886, 2013
1232013
A method for minimization of quasidifferentiable functions
A Bagirov
Optimization Methods and Software 17 (1), 31-60, 2002
962002
Prediction of monthly rainfall in Victoria, Australia: Clusterwise linear regression approach
AM Bagirov, A Mahmood, A Barton
Atmospheric research 188, 20-29, 2017
952017
Global minimization of increasing positively homogeneous functions over the unit simplex
AM Bagirov, AM Rubinov
Annals of Operations Research 98 (1), 171-187, 2000
782000
A global optimization approach to classification
AM Bagirov, AM Rubinov, J Yearwood
Optimization and Engineering 3 (2), 129-155, 2002
772002
Modified global k-means algorithm for clustering in gene expression data sets
AM Bagirov, K Mardaneh
Proceedings of the 2006 workshop on Intelligent systems for bioinformatics …, 2006
652006
Minimization methods for one class of nonsmooth functions and calculation of semi-equilibrium prices
AM Bagirov
Progress in optimization, 147-175, 1999
651999
Continuous subdifferential approximations and their applications.
AM Bagirov
Journal of Mathematical Sciences 115 (5), 2003
632003
New algorithms for multi-class cancer diagnosis using tumor gene expression signatures
AM Bagirov, B Ferguson, S Ivkovic, G Saunders, J Yearwood
Bioinformatics 19 (14), 1800-1807, 2003
612003
A heuristic algorithm for solving the minimum sum-of-squares clustering problems
B Ordin, AM Bagirov
Journal of Global Optimization 61 (2), 341-361, 2015
602015
Comparing different nonsmooth minimization methods and software
N Karmitsa, A Bagirov, MM Mäkelä
Optimization Methods and Software 27 (1), 131-153, 2012
602012
Derivative-free methods for unconstrained nonsmooth optimization and its numerical analysis
AM Bagirov
Investigacao Operacional 19, 75-93, 1999
601999
Minimizing nonsmooth DC functions via successive DC piecewise-affine approximations
M Gaudioso, G Giallombardo, G Miglionico, AM Bagirov
Journal of Global Optimization 71 (1), 37-55, 2018
552018
Nonsmooth DC programming approach to the minimum sum-of-squares clustering problems
AM Bagirov, S Taheri, J Ugon
Pattern Recognition 53, 12-24, 2016
552016
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