Adil Bagirov

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Napsu KarmitsaDocent of Applied Mathematics, University of TurkuVerified email at utu.fi
Sona TaheriRMIT University AustraliaVerified 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
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. Iqbal Gondal, FIEAust, GAICD, OE...Associate Dean (Cyber security and software systems), School of Computing Tech, RMIT UniversityVerified email at rmit.edu.au
Ramiz AliguliyevInstitute of Information Technology, Baku, AzerbaijanVerified email at science.az
Dr. Jiapu ZHANGBallarat University & Swinburne UniversityVerified email at swin.edu.au
Xiaoqi YangThe Hong Kong Polytechinc UniversityVerified email at polyu.edu.hk
Hakan TORMühendislik Bilimleri Bölümü, Mühendislik 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 AlguliyevInstitute of Information Technology, 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
M. PalaniswamiProfessor of Electrical EngineeringVerified email at unimelb.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	391*	2014
Modified global k-means algorithm for minimum sum-of-squares clustering problems AM Bagirov Pattern Recognition 41 (10), 3192-3199, 2008	305	2008
Fast modified global k-means algorithm for incremental cluster construction AM Bagirov, J Ugon, D Webb Pattern recognition 44 (4), 866-876, 2011	198	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	163	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	160	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	148	2003
Prediction of monthly rainfall in Victoria, Australia: Clusterwise linear regression approach AM Bagirov, A Mahmood, A Barton Atmospheric research 188, 20-29, 2017	143	2017
A method for minimization of quasidifferentiable functions A Bagirov Optimization Methods and Software 17 (1), 31-60, 2002	97	2002
Finding compact and well-separated clusters: Clustering using silhouette coefficients AM Bagirov, RM Aliguliyev, N Sultanova Pattern Recognition 135, 109144, 2023	91	2023
Global minimization of increasing positively homogeneous functions over the unit simplex AM Bagirov, AM Rubinov Annals of Operations Research 98, 171-187, 2000	82	2000
A global optimization approach to classification AM Bagirov, AM Rubinov, J Yearwood Optimization and Engineering 3, 129-155, 2002	78	2002
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	69	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
Derivative-free methods for unconstrained nonsmooth optimization and its numerical analysis AM Bagirov Investigacao Operacional 19, 75-93, 1999	64	1999

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