Estrada-Moreno, Alejandro, Ferrer, Albert, Juan, Angel, Panadero, Javier, Bagirov, Adil. MDPI AG; 2020. The non-smooth and bi-objective team orienteering problem with soft constraints.
Hits: 1550
Visitors: 1427
Downloads: 105
Hart, Sol, Yearwood, John, Bagirov, Adil. Melbourne, Victoria : IEEE; 2007. Visual tools for analysing evolution, emergence, and error in data streams.
Hits: 3254
Visitors: 3491
Downloads: 248
Bagirov, Adil, Rubinov, Alex. ; 2001. Global optimization of marginal functions with applications to economic equilibrium.
Hits: 883
Visitors: 922
Downloads: 0
Bagirov, Adil, Ugon, Julien. Taylor & Francis; 2005. An algorithm for minimizing clustering functions.
Hits: 2095
Visitors: 2435
Downloads: 316
Ghosh, Ranadhir, Yearwood, John, Ghosh, Moumita, Bagirov, Adil. Innsbruck, Austria : ACTA Press; 2005. Fusion strategies for neural learning algorithms using evolutionary and discrete gradient approaches.
Hits: 1058
Visitors: 1032
Downloads: 0
Demyanov, Vladimir, Bagirov, Adil, Rubinov, Alex. ; 2002. A method of truncated codifferential with application to some problems of cluster analysis.
Hits: 1196
Visitors: 1140
Downloads: 0
Bagirov, Adil, Ferguson, Brent, Ivkovic, Sasha, Saunders, Gary, Yearwood, John. ; 2003. New algorithms for multi-class cancer diagnosis using tumor gene expression signatures.
Hits: 5323
Visitors: 5404
Downloads: 217
Bagirov, Adil, Ganjehlou, Asef Nazari, Tor, Hakan, Ugon, Julien. ; 2010. A generalized subgradient method with piecewise linear subproblem.
Hits: 2459
Visitors: 2397
Downloads: 2
Mala-Jetmarova, Helena, Barton, Andrew, Bagirov, Adil, McRae-Williams, Pamela, Caris, Rob, Jackson, Peter. ; 2010. Adaption to water shortage through the implementation of a unique pipeline system in Victoria, Australia.
Hits: 3100
Visitors: 3265
Downloads: 308
Ghosh, Ranadhir, Ghosh, Moumita, Yearwood, John, Bagirov, Adil. ; 2005. Comparative analysis of genetic algorithm, simulated annealing and cutting angle method for artificial neural networks.
Hits: 1317
Visitors: 1248
Downloads: 1
Bagirov, Adil, Ganjehlou, Asef Nazari. Taylor & Francis; 2010. A quasisecant method for minimizing nonsmooth functions.
Hits: 2274
Visitors: 2311
Downloads: 1
Bagirov, Adil, Rubinov, Alex, Yearwood, John. Netherlands Kluwer (Springer); 2002. A global optimization approach to classification.
Hits: 1679
Visitors: 1651
Downloads: 0
Bagirov, Adil, Churilov, Leonid. Melbourne : Springer; 2003. An optimization-based approach to patient grouping for acute healthcare in Australia.
Hits: 662
Visitors: 669
Downloads: 0
Ghosh, Ranadhir, Yearwood, John, Ghosh, Ranadhir, Bagirov, Adil. Yokahama, Japan : Tokyo Institute of Technology; 2004. A hybrid neural learning algorithm combining evolutionary algorithm with discrete gradient method.
Hits: 1140
Visitors: 1078
Downloads: 0
Beliakov, Gleb, Bagirov, Adil. Taylor and Francis; 2006. Non-smooth optimization methods for computation of the conditional value-at-risk and portfolio optimization.
Hits: 1378
Visitors: 1441
Downloads: 83
Bagirov, Adil, Clausen, Conny, Kohler, Michael. IEEE; 2009. Estimation of a regression function by maxima of minima of linear functions.
Hits: 1935
Visitors: 2357
Downloads: 394
Jia, Long, Ouveysi, Iradj, Rubinov, Alex, Bagirov, Adil. Melbourne : 2003 ATNAC Organistion Committee; 2003. Optimization based clustering algorithms in multicast group hierarchies.
Bagirov, Adil, Ugon, Julien, Webb, Dean. An efficient algorithm for the incremental construction of a piecewise linear classifier. 2011.
Hits: 1281
Visitors: 1238
Downloads: 2
Bagirov, Adil, Rubinov, Alex, Yearwood, John, Stranieri, Andrew. Maui, Hawaii, USA : IEEE; 2001. A global optimisation approach to classification in medical diagnosis and prognosis.
Hits: 3122
Visitors: 3356
Downloads: 263
Mason, T. L., Emelle, C., Van Berkel, J., Bagirov, Adil, Kampas, F., Pinter, J. D.. ; 2007. Integrated production system optimization using global optimization techniques.
Hits: 2506
Visitors: 2743
Downloads: 350
Abbas, Hussein, Bagirov, Adil, Zhang, Jiapu. Canberra : IEEE; 2003. The discrete gradient evolutionary strategy method for global optimization.
Hits: 3027
Visitors: 3216
Downloads: 321
Bagirov, Adil. Taylor & Francis; 2005. Max-min separability.
Hits: 1041
Visitors: 1425
Downloads: 337
Bagirov, Adil, Lai, Daniel, Palaniswami, M.. Melbourne, Victoria : IEEE; 2007. A nonsmooth optimization approach to sensor network localization.
Hits: 1535
Visitors: 1685
Downloads: 214
Churilov, Leonid, Bagirov, Adil, Schwartz, Daniel, Smith, Kate, Dally, Michael. Big Island, Hawaii : IEEE; 2004. Improving risk grouping rules for prostate cancer patients with optimization.
Hits: 1198
Visitors: 1510
Downloads: 308
Ghosh, Moumita, Ugon, Julien, Ghosh, Ranadhir, Bagirov, Adil. Ballarat, Victoria : University of Ballarat; 2004. Solving Euclidian travelling salesman problem using discrete-gradient based clustering and kohonen neural network.
Hits: 890
Visitors: 834
Downloads: 0
Bagirov, Adil, Rubinov, Alex, Zhang, Jiapu. A multidimensional descent method for global optimization. 2009.
Hits: 1750
Visitors: 1687
Downloads: 1
Bagirov, Adil. Yokohama Publishers; 2010. Alexander Rubinov - An outstanding scholar.
Hits: 605
Visitors: 609
Downloads: 0
Ordin, Burak, Bagirov, Adil, Mohebi, Ehsam. American Institute of Mathematical Sciences; 2020. An incremental nonsmooth optimization algorithm for clustering using L1 and L∞ norms.
Hits: 1648
Visitors: 1514
Downloads: 0
Bagirov, Adil, Taheri, Sona, Cimen, Emre. Elsevier B.V.; 2021. Incremental DC optimization algorithm for large-scale clusterwise linear regression.
Hits: 7259
Visitors: 7054
Downloads: 0
Bagirov, Adil. Springer US; 2009. Nonsmooth optimization approach to clustering.
Bagirov, Adil, Ganjehlou, Asef Nazari. Springer-Verlag; 2008. An approximate subgradient algorithm for unconstrained nonsmooth, nonconvex optimization.
Hits: 3213
Visitors: 3890
Downloads: 634
Bagirov, Adil, Rubinov, Alex. ; 2003. Cutting angle method and a local search.
Hits: 976
Visitors: 1004
Downloads: 1
Bagirov, Adil, Rubinov, Alex. Perth : Curtin University of Technology; 2003. Penalty functions with a small penalty parameter : Numerical experiments.
Hits: 495
Visitors: 505
Downloads: 0
Churilov, Leonid, Bagirov, Adil, Schwartz, Daniel, Smith, Kate, Dally, Michael. M.E. Sharpe; 2005. Data mining with combined use of optimization techniques and self-organizing maps for improving risk grouping rules : Application to prostate cancer patients.
Hits: 3461
Visitors: 3862
Downloads: 399
Bagirov, Adil, Ugon, Julien, Barton, Andrew, Briggs, Steven. Darwin, Northern Territory : Engineers Australia; 2008. Optimisation of operations of a water distribution system for reduced power usage.
Hits: 1358
Visitors: 1313
Downloads: 1
Ugon, Julien, Bagirov, Adil. ; 2005. Supervised data classification via max-min separability.
Hits: 1114
Visitors: 1389
Downloads: 234
Beliakov, Gleb, Tobon, Monsalve, Bagirov, Adil. Melbourne : Springer; 2003. Parallelization of the discrete gradient method of non-smooth optimization and its applications.
Hits: 1042
Visitors: 996
Downloads: 0
Rubinov, Alex, Yang, Xiao, Bagirov, Adil, Gasimov, Rafail. St Petersberg Russia Plenum Publishing Corporation (Springer); 2003. Lagrange-type functions in constrained optimization.
Hits: 1196
Visitors: 1200
Downloads: 0
Ghosh, Ranadhir, Yearwood, John, Ghosh, Moumita, Bagirov, Adil. ; 2005. Hybridization of neural learning algorithms using evolutionary and discrete gradient approaches.
Hits: 2015
Visitors: 1933
Downloads: 2
Bagirov, Adil, Mardaneh, Karim. Hobart, Tasmania : Australian Computer Society; 2006. Modified global k-means algorithm for clustering in gene expression data sets.
Hits: 858
Visitors: 1335
Downloads: 531
Bagirov, Adil, Zhang, Jiapu. Taylor & Francis; 2003. Comparative analysis of the cutting angle and simulated annealing methods in global optimization.
Hits: 1317
Visitors: 1580
Downloads: 239
Ghosh, Ranadhir, Ghosh, Moumita, Yearwood, John, Bagirov, Adil. Beijing, China :; 2005. Comparative analysis of genetic algorithm vs. evolutionary algorithm for hybrid models with discrete gradient method for artificial neural network.
Hits: 1233
Visitors: 1159
Downloads: 0
Bagirov, Adil, Yearwood, John, Ghosh, Ranadhir. Gold Coast, Queensland : Australian National University; 2004. Optimization of feed forward MLPs using the discrete gradient method.
Hits: 670
Visitors: 642
Downloads: 0
Bagirov, Adil, Mason, T. L., Ghosh, Moumita. Azerbaijan Azerbaycan Dovlet Iqtisad Universiteti; 2006. Application of derivative free methods for production optimization.
Hits: 796
Visitors: 762
Downloads: 0
Bagirov, Adil. Springer US; 2009. Continuous approximations to subdifferentials.
Bagirov, Adil, Clausen, Conny, Kohler, Michael. IEEE; 2010. An L-2-Boosting Algorithm for Estimation of a Regression Function.
Hits: 1718
Visitors: 2072
Downloads: 379
Bagirov, Adil, Rubinov, Alex, Sukhorukova, Nadezda, Yearwood, John. London UK Blackwell Publishing; 2003. An algorithm for clustering based on non-smooth optimization techniques.
Hits: 2093
Visitors: 2116
Downloads: 1
Bagirov, Adil. New York USA Kluwer (Springer); 2003. Continuous subdifferential approximations and their applications.
Hits: 373
Visitors: 386
Downloads: 0
Bagirov, Adil, Clausen, Conny, Kohler, Michael. Springer; 2008. An algorithm for the estimation of a regression function by continuous piecewise linear functions.
Hits: 1767
Visitors: 2102
Downloads: 335
Rubinov, Alex, Yang, Xiao, Bagirov, Adil. Taylor & Francis Ltd.; 2002. Penalty functions with a small penalty parameter.
Hits: 1332
Visitors: 1292
Downloads: 0
Bagirov, Adil, Yearwood, John. Elsevier; 2006. A new nonsmooth optimization algorithm for minimum sum-of-squares clustering problems.
Hits: 1100
Visitors: 1070
Downloads: 1
Bagirov, Adil, Ugon, Julien. Springer; 2006. Piecewise partially separable functions and a derivative-free algorithm for large scale nonsmooth optimization.
Hits: 1947
Visitors: 2372
Downloads: 425
Bagirov, Adil. Elsevier; 2008. Modified global k-means algorithm for minimum sum-of-squares clustering problems.
Hits: 817
Visitors: 1336
Downloads: 606
Bagirov, Adil, Soukhoroukova, Nadejda. Canberra, Australian Capital Territory :; 2001. Nonsmooth optimisation approach to data classification.
Hits: 773
Visitors: 871
Downloads: 74
Bagirov, Adil. Springer Verlag; 2009. Comments on : Optimization and data mining in medicine.
Hits: 349
Visitors: 345
Downloads: 1
Bagirov, Adil. ; 2002. A method for minimization of quasidifferentiable functions.
Hits: 814
Visitors: 819
Downloads: 0
Bagirov, Adil, Ugon, Julien, Webb, Dean. Fast modified global k-means algorithm for incremental cluster construction. 2011.
Hits: 3353
Visitors: 3335
Downloads: 1
Bagirov, Adil, Rubinov, Alex, Yearwood, John. ; 2001. Using global optimization to improve classification for medical diagnosis and prognosis.
Hits: 1231
Visitors: 1249
Downloads: 0
Bagirov, Adil. Springer US; 2009. Derivative-free methods for non-smooth optimization.
Hits: 437
Visitors: 450
Downloads: 0
Ghosh, Ranadhir, Yearwood, John, Ghosh, Moumita, Bagirov, Adil. World Scientific Publishing Company; 2006. A hybrid neural learning algorithm using evolutionary learning and derivative free local search method.
Hits: 2527
Visitors: 2425
Downloads: 2
Bagirov, Adil, Rubinov, Alex, Sukhorukova, Nadezda, Yearwood, John. Sociedad de Estadistica Operativa; 2003. Unsupervised and supervised data classification via nonsmooth and global optimisation.
Hits: 2960
Visitors: 3272
Downloads: 245
Dzalilov, Zari, Zhang, J, Bagirov, Adil, Mammadov, Musa. ; 2010. Application of optimisation-based data mining techniques to tobacco control dataset.
Hits: 1908
Visitors: 1948
Downloads: 142
Ordin, Burak, Bagirov, Adil. Kluwer Academic Publishers; 2015. A heuristic algorithm for solving the minimum sum-of-squares clustering problems.
Hits: 5442
Visitors: 5203
Downloads: 1
Makela, Marko, Karmitsa, Napsu, Bagirov, Adil. Springer; 2013. Subgradient and bundle methods for nonsmooth optimization.
Hits: 497
Visitors: 489
Downloads: 2
Bagirov, Adil, Ugon, Julien. Springer; 2011. Codifferential method for minimizing nonsmooth DC functions.
Hits: 1717
Visitors: 1769
Downloads: 2
Taheri, Sona, Mammadov, Musa, Bagirov, Adil. Ballarat, VIC Australian Computer Society, Inc.; 2010. Improving Naive Bayes classifier using conditional probabilities.
Hits: 5628
Visitors: 5762
Downloads: 189
Yearwood, John, Bagirov, Adil, Kelarev, Andrei. Hershey IGI Global; 2012. Machine learning algorithms for analysis of DNA data sets.
Hits: 1053
Visitors: 1047
Downloads: 3
Alyguliev, R. M., Bagirov, Adil. ; 2005. Global optimization in the summarization of text documents.
Bagirov, Adil, Rubinov, Alex, Zhang, Jiapu. Springer; 2005. Local optimization method with global multidimensional search.
Hits: 3639
Visitors: 3982
Downloads: 424
Yearwood, John, Bagirov, Adil, Kelarev, Andrei. Optimization methods and the k-committees algorithm for clustering of sequence data. 2009.
Hits: 681
Visitors: 673
Downloads: 2
Ghosh, Ranadhir, Ghosh, Moumita, Bagirov, Adil. Berlin Springer-Verlag Berlin; 2006. Derivative free stochastic discrete gradient method with adaptive mutation.
Hits: 988
Visitors: 943
Downloads: 4
Bagirov, Adil, Beliakov, Gleb. Special issue of Optimization, dedicated to the development of the ideas of the late Prof. A. Rubinov. 2009.
Hits: 473
Visitors: 469
Downloads: 0
Bagirov, Adil, Barton, Andrew, Mala-Jetmarova, Helena, Al Nuaimat, Alia, Ahmed, S. T., Sultanova, Nargiz, Yearwood, John. A novel approach to optimal pump scheduling in water distribution systems. 2012.
Hits: 3464
Visitors: 3319
Downloads: 6
Mala-Jetmarova, Helena, Barton, Andrew, Bagirov, Adil. Elsevier; 2014. Optimal operation of a multi-quality water distribution system with changing turbidity and salinity levels in source reservoirs.
Bagirov, Adil, Ugon, Julien, Mirzayeva, Hijran. Springer Verlag; 2014. An algorithm for clusterwise linear regression based on smoothing techniques.
Hits: 1418
Visitors: 1446
Downloads: 3
Bagirov, Adil, Ahmed, S. T., Barton, Andrew, Mala-Jetmarova, Helena, Al Nuaimat, Alia, Sultanova, Nargiz. Adelaide Engineers Australia; 2012. Comparison of metaheuristic algorithms for pump operation optimization.
Hits: 7207
Visitors: 7245
Downloads: 1
Karmitsa, Napsu, Bagirov, Adil, Makela, Marko. Comparing different nonsmooth minimization methods and software. 2012.
Hits: 2091
Visitors: 2136
Downloads: 2
Bagirov, Adil, Miettinen, Kaisa, Weber, Gerhard-Wilhelm. Kluwer Academic Publishers; 2014. Preface of the special issue OR: Connecting sciences supported by global optimization related to the 25th European conference on operational research (EURO XXV 2012).
Hits: 714
Visitors: 729
Downloads: 2
Mala-Jetmarova, Helena, Bagirov, Adil, Barton, Andrew. Tsinhua University Press; 2013. Pumping costs and water quality in the battlefield of optimal operation of water distribution networks.
Hits: 754
Visitors: 755
Downloads: 3
Bagirov, Adil, Ugon, Julien, Webb, Dean, Ozturk, Gurkan, Kasimbeyli, Refail. ; 2011. A novel piecewise linear classifier based on polyhedral conic and max-min separabilities.
Bagirov, Adil, Barton, Andrew, Mala-Jetmarova, Helena, Al Nuaimat, Alia, Ahmed, S. T., Sultanova, Nargiz, Yearwood, John. An algorithm for minimization of pumping costs in water distribution systems using a novel approach to pump scheduling. 2013.
Hits: 17887
Visitors: 18889
Downloads: 2
Dzalilov, Zari, Bagirov, Adil. ; 2010. Cluster analysis of a tobacco control data set.
Hits: 613
Visitors: 597
Downloads: 1
Dzalilov, Zari, Bagirov, Adil, Mammadov, Musa. IARA; 2012. Application of optimisation-based data mining techniques to medical data sets: A comparative analysis.
Hits: 1154
Visitors: 1154
Downloads: 2
Bagirov, Adil, Al Nuaimat, Alia, Sultanova, Nargiz. Hyperbolic smoothing function method for minimax problems. 2013.
Hits: 1808
Visitors: 1843
Downloads: 4
Yearwood, John, Bagirov, Adil, Seifollahi, Sattar. Ballarat, VIC Australian Computer Society, Inc.; 2011. A novel hybrid neural learning algorithm using simulated annealing and quasisecant method.
Hits: 3152
Visitors: 3130
Downloads: 1
Mala-Jetmarova, Helena, Bagirov, Adil, Barton, Andrew. International Conference on Hydroinfromatics; 2012. Framework for multi-objective optimisation of the operation of water distribution networks including water quality.
Hits: 563
Visitors: 566
Downloads: 2
Bagirov, Adil, Ugon, Julien, Mirzayeva, Hijran. Nonsmooth nonconvex optimization approach to clusterwise linear regression problems. 2013.
Hits: 2057
Visitors: 1933
Downloads: 2
Barton, Andrew, Mala-Jetmarova, Helena, Nuamat, Alia Mari Al, Bagirov, Adil, Sultanova, Nargiz, Ahmed, Shams Tabrez. Engineers Australia; 2012. Minimization of pumping costs in water distribution systems using explicit and implicit pump scheduling.
Hits: 2564
Visitors: 2463
Downloads: 1
Mohebi, Ehsan, Bagirov, Adil. Elsevier Ltd; 2014. A convolutional recursive modified Self Organizing Map for handwritten digits recognition.
Hits: 2259
Visitors: 2269
Downloads: 3
Bagirov, Adil, Jin, L., Karmitsa, Napsu, Al Nuaimat, A., Sultanova, Nargiz. Subgradient Method for Nonconvex Nonsmooth Optimization. 2012.
Hits: 4513
Visitors: 4876
Downloads: 2
Bagirov, Adil, Sultanova, Nargiz, Al Nuaimat, Alia, Taheri, Sona. Springer New York LLC; 2018. Solving minimax problems : Local smoothing versus global smoothing.
Hits: 1999
Visitors: 1833
Downloads: 1
Bagirov, Adil, Mohebi, Ehsan. Blackwell Publishing Inc.; 2016. An algorithm for clustering using L1-norm based on hyperbolic smoothing technique.