Adil Bagirov

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Napsu KarmitsaDocent of Applied Mathematics, University of TurkuVerified email at utu.fi
Sona TaheriLecturer RMIT UniversityVerified email at rmit.edu.au
Julien UgonSenior Lecturer, Deakin UniversityVerified email at deakin.edu.au
Marko M. MäkeläUniversity of Turku, Department of Mathematics and StatisticsVerified email at utu.fi
Andrew BartonFederation University AustraliaVerified email at federation.edu.au
Nargiz SultanovaFederation University AustraliaVerified email at federation.edu.au
Dr Alia Al nuaimatAl-Ahliyya Amman UniversityVerified email at ammanu.edu.jo
Ehsan MohebiPhDVerified email at students.ballarat.edu.au
Bulent KarasozenInstitute of Appled Mathematics & Department of Mathematics, Middle East Technical UniversityVerified email at metu.edu.tr
Gürkan ÖZTÜRKIndustrial Engineering, Eskisehir Technical UniversityVerified email at eskisehir.edu.tr
Refail KasimbeyliEskişehir Technical UniversityVerified email at eskisehir.edu.tr
Dr. Jiapu ZHANGBallarat University & Swinburne UniversityVerified email at swin.edu.au
Dr. Iqbal Gondal, FIEAust, GAICD, OE...Professor and Associate Dean (Cloud, Systems and Security), RMIT UniversityVerified email at rmit.edu.au
Xiaoqi YangThe Hong Kong Polytechinc UniversityVerified email at polyu.edu.hk
Ramiz M. AliguliyevInstitute of Information Technology, Baku, AzerbaijanVerified email at science.az
Hakan TORMatematik Bölümü, Bilgisayar Bilimleri Fakültesi, Abdullah Gül ÜniversitesiVerified email at agu.edu.tr
Adilson Elias XavierUniversidade Federal do Rio de JaneiroVerified email at cos.ufrj.br
Janos D. PinterRutgers UniversityVerified email at business.rutgers.edu
Rasim M. AlguliyevInstitute of Information Technology, Azerbaijan National Academy of Sciences. Baku, Azerbaijan.Verified email at science.az
Hussein A. AbbassFellow IEEE, Founding-Editor-in-Chief, IEEE Trans on AI, Professor, University of New South WalesVerified email at adfa.edu.au

Adil Bagirov

Federation University Australia

Verified email at federation.edu.au

Optimization Nonsmooth optimization Global optimization Data Mining


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Introduction to Nonsmooth Optimization A Bagirov, N Karmitsa, M Makela Springer, 2014	307*	2014
Modified global k-means algorithm for minimum sum-of-squares clustering problems AM Bagirov Pattern Recognition 41 (10), 3192-3199, 2008	280	2008
Fast modified global k-means algorithm for incremental cluster construction AM Bagirov, J Ugon, D Webb Pattern recognition 44 (4), 866-876, 2011	175	2011
Discrete gradient method: derivative-free method for nonsmooth optimization A Bagirov, B Karasözen, M Sezer Journal of Optimization Theory and Applications 137 (2), 2008	154	2008
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	148	2006
Unsupervised and supervised data classification via nonsmooth and global optimization AM Bagirov, AM Rubinov, NV Soukhoroukova, J Yearwood Top 11, 1-75, 2003	143	2003
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	135	2013
Prediction of monthly rainfall in Victoria, Australia: Clusterwise linear regression approach AM Bagirov, A Mahmood, A Barton Atmospheric research 188, 20-29, 2017	109	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	79	2000
A global optimization approach to classification AM Bagirov, AM Rubinov, J Yearwood Optimization and Engineering 3, 129-155, 2002	77	2002
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	66	2006
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	65	1999
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	64	2003
Continuous subdifferential approximations and their applications AM Bagirov Journal of Mathematical Sciences 115 (5), 2567-2609, 2003	64	2003
Comparing different nonsmooth minimization methods and software N Karmitsa, A Bagirov, MM Mäkelä Optimization Methods and Software 27 (1), 131-153, 2012	62	2012
Derivative-free methods for unconstrained nonsmooth optimization and its numerical analysis AM Bagirov Investigacao Operacional 19, 75-93, 1999	62	1999
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	61	2015
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	59	2018
Max–min separability AM Bagirov Optimization Methods and Software 20 (2-3), 277-296, 2005	57	2005

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