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
Marko M. MäkeläUniversity of Turku, Department of Mathematics and StatisticsVerified email at utu.fi
Julien UgonSenior Lecturer, Deakin UniversityVerified email at deakin.edu.au
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
Ramiz AliguliyevInstitute of Information Technology, Baku, AzerbaijanVerified email at science.az
Dr. Iqbal Gondal, FIEAust, GAICD, OE...Associate Dean (Cyber security and software systems), School of Computing Tech, RMIT UniversityVerified email at rmit.edu.au
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


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Introduction to Nonsmooth Optimization A Bagirov, N Karmitsa, M Makela Springer, 2014	404*	2014
Modified global k-means algorithm for minimum sum-of-squares clustering problems AM Bagirov Pattern Recognition 41 (10), 3192-3199, 2008	311	2008
Fast modified global k-means algorithm for incremental cluster construction AM Bagirov, J Ugon, D Webb Pattern recognition 44 (4), 866-876, 2011	201	2011
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	167	2013
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	166	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	158	2006
Prediction of monthly rainfall in Victoria, Australia: Clusterwise linear regression approach AM Bagirov, A Mahmood, A Barton Atmospheric research 188, 20-29, 2017	155	2017
Unsupervised and supervised data classification via nonsmooth and global optimization AM Bagirov, AM Rubinov, NV Soukhoroukova, J Yearwood Top 11, 1-75, 2003	149	2003
Finding compact and well-separated clusters: Clustering using silhouette coefficients AM Bagirov, RM Aliguliyev, N Sultanova Pattern Recognition 135, 109144, 2023	120	2023
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	83	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	71	2018
Partitional clustering via nonsmooth optimization AM Bagirov, N Karmitsa, S Taheri Cham, Switzerland: Springer Nature, 2020	69*	2020
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	69	2006
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	67	2015
Continuous subdifferential approximations and their applications AM Bagirov Journal of Mathematical Sciences 115 (5), 2567-2609, 2003	67	2003
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
Nonsmooth DC programming approach to the minimum sum-of-squares clustering problems AM Bagirov, S Taheri, J Ugon Pattern Recognition 53, 12-24, 2016	65	2016
Comparing different nonsmooth minimization methods and software N Karmitsa, A Bagirov, MM Mäkelä Optimization Methods and Software 27 (1), 131-153, 2012	64	2012

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