Introduction to Nonsmooth Optimization A Bagirov, N Karmitsa, M Makela Springer, 2014 | 383* | 2014 |
Modified global k-means algorithm for minimum sum-of-squares clustering problems AM Bagirov Pattern Recognition 41 (10), 3192-3199, 2008 | 303 | 2008 |
Fast modified global k-means algorithm for incremental cluster construction AM Bagirov, J Ugon, D Webb Pattern recognition 44 (4), 866-876, 2011 | 197 | 2011 |
Discrete gradient method: derivative-free method for nonsmooth optimization AM Bagirov, B Karasözen, M Sezer Journal of Optimization Theory and Applications 137, 317-334, 2008 | 161 | 2008 |
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 | 158 | 2013 |
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 | 155 | 2006 |
Unsupervised and supervised data classification via nonsmooth and global optimization AM Bagirov, AM Rubinov, NV Soukhoroukova, J Yearwood Top 11, 1-75, 2003 | 147 | 2003 |
Prediction of monthly rainfall in Victoria, Australia: Clusterwise linear regression approach AM Bagirov, A Mahmood, A Barton Atmospheric research 188, 20-29, 2017 | 135 | 2017 |
A method for minimization of quasidifferentiable functions A Bagirov Optimization Methods and Software 17 (1), 31-60, 2002 | 97 | 2002 |
Global minimization of increasing positively homogeneous functions over the unit simplex AM Bagirov, AM Rubinov Annals of Operations Research 98, 171-187, 2000 | 81 | 2000 |
A global optimization approach to classification AM Bagirov, AM Rubinov, J Yearwood Optimization and Engineering 3, 129-155, 2002 | 78 | 2002 |
Finding compact and well-separated clusters: Clustering using silhouette coefficients AM Bagirov, RM Aliguliyev, N Sultanova Pattern Recognition 135, 109144, 2023 | 71 | 2023 |
Minimizing nonsmooth DC functions via successive DC piecewise-affine approximations M Gaudioso, G Giallombardo, G Miglionico, AM Bagirov Journal of Global Optimization 71, 37-55, 2018 | 68 | 2018 |
Modified global k-means algorithm for clustering in gene expression data sets AM Bagirov, K Mardaneh ACM International Conference Proceeding Series 246, 23-28, 2006 | 67 | 2006 |
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 | 66 | 2003 |
Continuous subdifferential approximations and their applications AM Bagirov Journal of Mathematical Sciences 115 (5), 2567-2609, 2003 | 66 | 2003 |
Comparing different nonsmooth minimization methods and software N Karmitsa, A Bagirov, MM Mäkelä Optimization Methods and Software 27 (1), 131-153, 2012 | 65 | 2012 |
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 | 64 | 2015 |
Minimization methods for one class of nonsmooth functions and calculation of semi-equilibrium prices A Eberhard, R Hill, D Ralph, BM Glover, AM Bagirov Progress in Optimization: Contributions from Australasia, 147-175, 1999 | 64 | 1999 |
Max–min separability AM Bagirov Optimization Methods and Software 20 (2-3), 277-296, 2005 | 63 | 2005 |