Yearwood, John, Bagirov, Adil, Kelarev, Andrei. Hershey IGI Global; 2012. Machine learning algorithms for analysis of DNA data sets.
Hits: 358
Visitors: 367
Downloads: 3
Gaudioso, Manlio, Giallombardo, Giovanni, Miglionico, Giovanna, Bagirov, Adil. Springer New York LLC; 2018. Minimizing nonsmooth DC functions via successive DC piecewise-affine approximations.
Hits: 1009
Visitors: 815
Downloads: 2
Bagirov, Adil, Clausen, Conny, Kohler, Michael. Springer; 2008. An algorithm for the estimation of a regression function by continuous piecewise linear functions.
Hits: 701
Visitors: 878
Downloads: 159
Hart, Sol, Yearwood, John, Bagirov, Adil. Melbourne, Victoria : IEEE; 2007. Visual tools for analysing evolution, emergence, and error in data streams.
Hits: 1076
Visitors: 1185
Downloads: 86
Bagirov, Adil, Yearwood, John, Ghosh, Ranadhir. Gold Coast, Queensland : Australian National University; 2004. Optimization of feed forward MLPs using the discrete gradient method.
Hits: 280
Visitors: 257
Downloads: 0
Karmitsa, Napsu, Bagirov, Adil, Taheri, Sona. Elsevier B.V.; 2017. New diagonal bundle method for clustering problems in large data sets.
Hits: 1352
Visitors: 1152
Downloads: 1
Bagirov, Adil, Mardaneh, Karim. Inderscience Publishers; 2020. New gene selection algorithm using hypeboxes to improve performance of classifiers.
Hits: 31
Visitors: 24
Downloads: 0
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: 916
Visitors: 930
Downloads: 1
Bagirov, Adil, Rubinov, Alex, Yearwood, John. ; 2001. Using global optimization to improve classification for medical diagnosis and prognosis.
Hits: 436
Visitors: 476
Downloads: 0
Mala-Jetmarova, Helena, Barton, Andrew, Bagirov, Adil. IWA Publishing; 2015. A history of water distribution systems and their optimisation.
Hits: 1418
Visitors: 1330
Downloads: 0
Bagirov, Adil, Clausen, Conny, Kohler, Michael. IEEE; 2009. Estimation of a regression function by maxima of minima of linear functions.
Hits: 953
Visitors: 1198
Downloads: 191
Bagirov, Adil, Mardaneh, Karim. Hobart, Tasmania : Australian Computer Society; 2006. Modified global k-means algorithm for clustering in gene expression data sets.
Hits: 442
Visitors: 871
Downloads: 466
Joki, Kaisa, Bagirov, Adil, Karmitsa, Napsu, Makela, Marko. Springer; 2017. A proximal bundle method for nonsmooth DC optimization utilizing nonconvex cutting planes.
Hits: 917
Visitors: 607
Downloads: 3
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.
Bagirov, Adil. ; 2002. A method for minimization of quasidifferentiable functions.
Hits: 433
Visitors: 457
Downloads: 0
Bagirov, Adil, Rubinov, Alex. Perth : Curtin University of Technology; 2003. Penalty functions with a small penalty parameter : Numerical experiments.
Hits: 172
Visitors: 187
Downloads: 0
Bagirov, Adil, Rubinov, Alex, Sukhorukova, Nadezda, Yearwood, John. Sociedad de Estadistica Operativa; 2003. Unsupervised and supervised data classification via nonsmooth and global optimisation.
Hits: 1159
Visitors: 1327
Downloads: 71
Bagirov, Adil, Taheri, Sona. Springer Berlin Heidelberg; 2017. DC programming algorithm for clusterwise linear L1 regression.
Karmitsa, Napsu, Bagirov, Adil, Makela, Marko. Comparing different nonsmooth minimization methods and software. 2012.
Hits: 478
Visitors: 558
Downloads: 2
Beliakov, Gleb, Tobon, Monsalve, Bagirov, Adil. Melbourne : Springer; 2003. Parallelization of the discrete gradient method of non-smooth optimization and its applications.
Hits: 376
Visitors: 365
Downloads: 0
Ferrer, Albert, Bagirov, Adil, Beliakov, Gleb. Springer; 2015. Solving DC programs using the cutting angle method.
Hits: 821
Visitors: 795
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: 749
Visitors: 651
Downloads: 1
Taheri, Sona, Bagirov, Adil, Gondal, Iqbal, Brown, Simon. Springer; 2020. Cyberattack triage using incremental clustering for intrusion detection systems.
Hits: 33
Visitors: 30
Downloads: 1
Bagirov, Adil, Zhang, Jiapu. Taylor & Francis; 2003. Comparative analysis of the cutting angle and simulated annealing methods in global optimization.
Hits: 374
Visitors: 504
Downloads: 95
Bagirov, Adil, Rubinov, Alex, Yearwood, John. Netherlands Kluwer (Springer); 2002. A global optimization approach to classification.
Hits: 568
Visitors: 576
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: 414
Visitors: 376
Downloads: 0
Bagirov, Adil, Jin, L., Karmitsa, Napsu, Al Nuaimat, A., Sultanova, Nargiz. Subgradient Method for Nonconvex Nonsmooth Optimization. 2012.
Hits: 945
Visitors: 1414
Downloads: 2
Bagirov, Adil, Rubinov, Alex. ; 2003. Cutting angle method and a local search.
Hits: 387
Visitors: 427
Downloads: 1
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.
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: 392
Visitors: 378
Downloads: 0
Mohebi, Ehsan, Bagirov, Adil. Springer New York LLC; 2016. Constrained self organizing maps for data clusters visualization.
Hits: 647
Visitors: 577
Downloads: 3
Bagirov, Adil, Ugon, Julien, Webb, Dean. Vilnius, Lithuania : Vilnius Gediminas Technical University Publishing House; 2009. A new modified global k-means algorithm for clustering large data sets.
Hits: 445
Visitors: 425
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: 221
Visitors: 246
Downloads: 2
Dzalilov, Zari, Bagirov, Adil, Mammadov, Musa. IARA; 2012. Application of optimisation-based data mining techniques to medical data sets: A comparative analysis.
Hits: 544
Visitors: 554
Downloads: 2
Bagirov, Adil, Gaudioso, Manlio, Karmitsa, Napsu, Mäkelä, Marko, Taheri, Sona. Springer International Publishing; 2020. Final words.
Hits: 28
Visitors: 23
Downloads: 0
Abbas, Hussein, Bagirov, Adil, Zhang, Jiapu. Canberra : IEEE; 2003. The discrete gradient evolutionary strategy method for global optimization.
Hits: 1487
Visitors: 1562
Downloads: 155
Bagirov, Adil, Ugon, Julien, Webb, Dean. Vilnius, Lithuania : Vilnius Gediminas Technical University Publishing House; 2009. An incremental approach for the construction of a piecewise linear classifier.
Hits: 297
Visitors: 290
Downloads: 2
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: 1616
Visitors: 1860
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.
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: 1139
Visitors: 1260
Downloads: 186
Bagirov, Adil, Ugon, Julien, Mirzayeva, Hijran. Springer; 2015. Nonsmooth optimization algorithm for solving clusterwise linear regression problems.
Hits: 688
Visitors: 674
Downloads: 5
Taheri, Sona, Mammadov, Musa, Bagirov, Adil. Ballarat, VIC Australian Computer Society, Inc.; 2010. Improving Naive Bayes classifier using conditional probabilities.
Hits: 2763
Visitors: 2835
Downloads: 72
Bagirov, Adil. Springer US; 2009. Continuous approximations to subdifferentials.
Hits: 234
Visitors: 240
Downloads: 0
Jia, Long, Ouveysi, Iradj, Rubinov, Alex, Bagirov, Adil. Melbourne : 2003 ATNAC Organistion Committee; 2003. Optimization based clustering algorithms in multicast group hierarchies.
Hits: 501
Visitors: 580
Downloads: 57
Ozturk, Gurkan, Bagirov, Adil, Kasimbeyli, Refail. Kluwer Academic Publishers; 2015. An incremental piecewise linear classifier based on polyhedral conic separation.
Hits: 1318
Visitors: 1227
Downloads: 2
Alguliyev, Rasim, Aliguliyev, Ramiz, Bagirov, Adil, Karimov, Rafael. Institute of Electrical and Electronics Engineers Inc.; 2017. Batch clustering algorithm for big data sets.
Hits: 679
Visitors: 575
Downloads: 2
Moniruzzaman, Md, Bagirov, Adil, Gondal, Iqbal. Association for Computing Machinery; 2020. Partial undersampling of imbalanced data for cyber threats detection.
Hits: 149
Visitors: 147
Downloads: 35
Bagirov, Adil. Doctor of Philosophy; 2001. The cutting angle method and its applications.
Hits: 496
Visitors: 432
Downloads: 29
Bagirov, Adil, Ugon, Julien. Springer; 2011. Codifferential method for minimizing nonsmooth DC functions.
Hits: 695
Visitors: 762
Downloads: 2
Bagirov, Adil. Yokohama Publishers; 2010. Alexander Rubinov - An outstanding scholar.
Bagirov, Adil, Ozturk, Gurkan, Kasimbeyli, Refail. Taylor and Francis Ltd.; 2019. A sharp augmented Lagrangian-based method in constrained non-convex optimization.
Hits: 630
Visitors: 499
Downloads: 1
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: 255
Visitors: 274
Downloads: 3
Joki, Kaisa, Bagirov, Adil, Karmitsa, Napsu, Makela, Marko, Taheri, Sona. Society for Industrial and Applied Mathematics Publications; 2018. Double bundle method for finding clarke stationary points in nonsmooth dc programming.
Hits: 1690
Visitors: 1714
Downloads: 296
Bagirov, Adil, Mason, T. L., Ghosh, Moumita. Azerbaijan Azerbaycan Dovlet Iqtisad Universiteti; 2006. Application of derivative free methods for production optimization.
Hits: 359
Visitors: 335
Downloads: 0
Bagirov, Adil, Ugon, Julien. Taylor & Francis; 2005. An algorithm for minimizing clustering functions.
Hits: 859
Visitors: 1067
Downloads: 157
Bagirov, Adil, Ganjehlou, Asef Nazari. Taylor & Francis; 2010. A quasisecant method for minimizing nonsmooth functions.
Hits: 962
Visitors: 1030
Downloads: 1
Bagirov, Adil. Springer US; 2009. Nonsmooth optimization approach to clustering.
Hits: 199
Visitors: 207
Downloads: 0
Bagirov, Adil. Springer US; 2009. Derivative-free methods for non-smooth optimization.
Hits: 264
Visitors: 281
Downloads: 0
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: 458
Visitors: 404
Downloads: 1
Bagirov, Adil, Taheri, Sona, Asadi, Soodabeh. American Institute of Mathematical Sciences; 2019. A difference of convex optimization algorithm for piecewise linear regression.
Hits: 1077
Visitors: 890
Downloads: 2
Bagirov, Adil, Al Nuaimat, Alia, Sultanova, Nargiz. Hyperbolic smoothing function method for minimax problems. 2013.
Hits: 737
Visitors: 799
Downloads: 4
Dzalilov, Zari, Bagirov, Adil. ; 2010. Cluster analysis of a tobacco control data set.
Hits: 270
Visitors: 260
Downloads: 1
Ordin, Burak, Bagirov, Adil. Kluwer Academic Publishers; 2015. A heuristic algorithm for solving the minimum sum-of-squares clustering problems.
Hits: 1365
Visitors: 1248
Downloads: 1
Mala-Jetmarova, Helena, Barton, Andrew, Bagirov, Adil. American Society of Civil Engineers; 2015. Impact of water-quality conditions in source reservoirs on the optimal operation of a regional multiquality water-distribution system.
Hits: 573
Visitors: 530
Downloads: 2
Bagirov, Adil, Ugon, Julien. Springer; 2006. Piecewise partially separable functions and a derivative-free algorithm for large scale nonsmooth optimization.
Hits: 702
Visitors: 813
Downloads: 88
Karmitsa, Napsu, Bagirov, Adil, Taheri, Sona. Elsevier Ltd; 2018. Clustering in large data sets with the limited memory bundle method.
Hits: 1588
Visitors: 1461
Downloads: 1
Bagirov, Adil, Ferguson, Brent, Ivkovic, Sasha, Saunders, Gary, Yearwood, John. ; 2003. New algorithms for multi-class cancer diagnosis using tumor gene expression signatures.
Hits: 1324
Visitors: 1364
Downloads: 103
Tor, Ali, Bagirov, Adil, Karasozen, Bulent. ; 2014. Aggregate codifferential method for nonsmooth DC optimization.
Hits: 356
Visitors: 308
Downloads: 2
Mohebi, Ehsan, Bagirov, Adil. Elsevier Ltd; 2014. A convolutional recursive modified Self Organizing Map for handwritten digits recognition.
Hits: 1374
Visitors: 1408
Downloads: 3
Seifollahi, Sattar, Bagirov, Adil, Layton, Robert, Gondal, Iqbal. Springer New York LLC; 2017. Optimization based clustering algorithms for authorship analysis of phishing emails.
Hits: 754
Visitors: 566
Downloads: 2
Rubinov, Alex, Yang, Xiao, Bagirov, Adil. Taylor & Francis Ltd.; 2002. Penalty functions with a small penalty parameter.
Hits: 555
Visitors: 529
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: 973
Visitors: 1215
Downloads: 209
Bagirov, Adil, Beliakov, Gleb. Special issue of Optimization, dedicated to the development of the ideas of the late Prof. A. Rubinov. 2009.
Hits: 170
Visitors: 171
Downloads: 0
Bagirov, Adil, Ganjehlou, Asef Nazari, Tor, Hakan, Ugon, Julien. ; 2010. A generalized subgradient method with piecewise linear subproblem.
Bagirov, Adil, Churilov, Leonid. Melbourne : Springer; 2003. An optimization-based approach to patient grouping for acute healthcare in Australia.
Hits: 216
Visitors: 232
Downloads: 0
Ghosh, Ranadhir, Yearwood, John, Ghosh, Moumita, Bagirov, Adil. ; 2005. Hybridization of neural learning algorithms using evolutionary and discrete gradient approaches.
Hits: 693
Visitors: 636
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.
Bagirov, Adil, Ugon, Julien, Webb, Dean, Ozturk, Gurkan, Kasimbeyli, Refail. ; 2011. A novel piecewise linear classifier based on polyhedral conic and max-min separabilities.
Hits: 688
Visitors: 648
Downloads: 2
Bagirov, Adil, Mohebi, Ehsan. Springer International Publishing; 2015. Nonsmooth optimization based algorithms in cluster analysis.
Hits: 344
Visitors: 350
Downloads: 2
Rubinov, Alex, Yang, Xiao, Bagirov, Adil, Gasimov, Rafail. St Petersberg Russia Plenum Publishing Corporation (Springer); 2003. Lagrange-type functions in constrained optimization.
Hits: 502
Visitors: 528
Downloads: 0
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: 18
Visitors: 16
Downloads: 4
Bagirov, Adil, Mahmood, Arshad, Barton, Andrew. Elsevier Ltd; 2017. Prediction of monthly rainfall in Victoria, Australia : Clusterwise linear regression approach.
Hits: 926
Visitors: 664
Downloads: 1
Alyguliev, R. M., Bagirov, Adil. ; 2005. Global optimization in the summarization of text documents.
Hits: 435
Visitors: 397
Downloads: 0
Demyanov, Vladimir, Bagirov, Adil, Rubinov, Alex. ; 2002. A method of truncated codifferential with application to some problems of cluster analysis.
Hits: 466
Visitors: 445
Downloads: 0
Mohebi, Ehsan, Bagirov, Adil. ; 2013. A new modification of Kohonen neural network for VQ and clustering problems.
Hits: 255
Visitors: 218
Downloads: 1
Bagirov, Adil, Soukhoroukova, Nadejda. Canberra, Australian Capital Territory :; 2001. Nonsmooth optimisation approach to data classification.
Hits: 355
Visitors: 398
Downloads: 6
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: 1345
Visitors: 1265
Downloads: 6
Taheri, Sona, Gondal, Iqbal, Bagirov, Adil, Harkness, Greg, Brown, Simon, Chi, Chihung. Institute of Electrical and Electronics Engineers Inc.; 2019. Multi-source cyber-attacks detection using machine learning.
Hits: 486
Visitors: 538
Downloads: 142
Beliakov, Gleb, Bagirov, Adil. Taylor and Francis; 2006. Non-smooth optimization methods for computation of the conditional value-at-risk and portfolio optimization.
Hits: 401
Visitors: 420
Downloads: 16
Yearwood, John, Bagirov, Adil, Kelarev, Andrei. Optimization methods and the k-committees algorithm for clustering of sequence data. 2009.
Hits: 214
Visitors: 211
Downloads: 2
Bagirov, Adil, Ugon, Julien, Mirzayeva, Hijran. Nonsmooth nonconvex optimization approach to clusterwise linear regression problems. 2013.
Hits: 722
Visitors: 619
Downloads: 2
Ugon, Julien, Bagirov, Adil. ; 2005. Supervised data classification via max-min separability.
Hits: 495
Visitors: 641
Downloads: 90
Bagirov, Adil, Ugon, Julien. Taylor and Francis Ltd.; 2018. Nonsmooth DC programming approach to clusterwise linear regression : Optimality conditions and algorithms.