http://researchonline.federation.edu.au/vital/access/manager/Index ${session.getAttribute("locale")} 5 Visual tools for analysing evolution, emergence, and error in data streams http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:3599 Wed 31 Jul 2019 15:28:38 AEST ]]> Nonsmooth DC programming approach to clusterwise linear regression : Optimality conditions and algorithms http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:13350 Wed 27 Mar 2019 14:34:10 AEDT ]]> An algorithm for minimization of pumping costs in water distribution systems using a novel approach to pump scheduling http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:4830 Wed 24 Jul 2019 16:34:29 AEST ]]> An approximate subgradient algorithm for unconstrained nonsmooth, nonconvex optimization http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:71 Wed 20 Feb 2019 15:07:01 AEDT ]]> A hybrid neural learning algorithm using evolutionary learning and derivative free local search method http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:330 Wed 19 Dec 2018 15:27:06 AEDT ]]> A heuristic algorithm for solving the minimum sum-of-squares clustering problems http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:7580 Wed 10 Jul 2019 15:27:21 AEST ]]> Discrete gradient method : Derivative-free method for nonsmooth optimization http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:73 Wed 09 Jan 2019 11:33:22 AEDT ]]> Modified global k-means algorithm for minimum sum-of-squares clustering problems http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:68 Wed 09 Jan 2019 10:19:06 AEDT ]]> A new nonsmooth optimization algorithm for minimum sum-of-squares clustering problems http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:86 Wed 09 Jan 2019 10:00:17 AEDT ]]> Diagnostic with incomplete nominal/discrete data http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:11264 Wed 08 Nov 2017 07:13:47 AEDT ]]> Modified global k-means algorithm for clustering in gene expression data sets http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:1266 Wed 08 Nov 2017 07:13:31 AEDT ]]> Piecewise partially separable functions and a derivative-free algorithm for large scale nonsmooth optimization http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:83 Wed 08 Nov 2017 07:07:48 AEDT ]]> Application of optimisation-based data mining techniques to tobacco control dataset http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:4369 Wed 08 Nov 2017 06:54:47 AEDT ]]> A quasisecant method for minimizing nonsmooth functions http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:2933 Wed 01 May 2019 16:56:42 AEST ]]> Limited memory discrete gradient bundle method for nonsmooth derivative-free optimization http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:4800 Tue 26 Mar 2019 10:14:42 AEDT ]]> Nonsmooth DC programming approach to clusterwise linear regression : Optimality conditions and algorithms http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:12991 Tue 16 Oct 2018 12:20:24 AEDT ]]> Clustering in large data sets with the limited memory bundle method http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:13303 Tue 06 Nov 2018 15:25:50 AEDT ]]> An incremental clustering algorithm based on hyperbolic smoothing http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:9600 Tue 05 Nov 2019 11:47:58 AEDT ]]> Solving minimax problems : Local smoothing versus global smoothing http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:13274 Tue 05 Mar 2019 16:28:34 AEDT ]]> Optimal operation of a multi-quality water distribution system with changing turbidity and salinity levels in source reservoirs http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:7587 Tue 02 Oct 2018 16:30:27 AEST ]]> Comparison of metaheuristic algorithms for pump operation optimization http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:5145 Tue 02 Oct 2018 16:10:28 AEST ]]> A novel approach to optimal pump scheduling in water distribution systems http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:5146 Tue 02 Oct 2018 15:59:00 AEST ]]> Minimization of pumping costs in water distribution systems using explicit and implicit pump scheduling http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:7035 Tue 02 Oct 2018 15:54:31 AEST ]]> Machine learning algorithms for analysis of DNA data sets http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:5898 Tue 02 Oct 2018 15:48:04 AEST ]]> Multi-source cyber-attacks detection using machine learning http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:14111 Thu 31 Oct 2019 14:06:23 AEDT ]]> Codifferential method for minimizing nonsmooth DC functions http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:4072 Thu 28 Mar 2019 15:09:02 AEDT ]]> A novel piecewise linear classifier based on polyhedral conic and max-min separabilities http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:4279 Thu 28 Mar 2019 14:09:56 AEDT ]]> Classification through incremental max-min separability http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:4082 Thu 28 Mar 2019 12:43:20 AEDT ]]> Nonsmooth nonconvex optimization approach to clusterwise linear regression problems http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:4951 Thu 25 Jul 2019 09:35:42 AEST ]]> Piecewise linear classifiers based on nonsmooth optimization approaches http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:11230 Thu 24 Oct 2019 16:13:53 AEDT ]]> An incremental piecewise linear classifier based on polyhedral conic separation http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:10254 Thu 21 Nov 2019 14:36:00 AEDT ]]> A convolutional recursive modified Self Organizing Map for handwritten digits recognition http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:6492 Thu 21 Mar 2019 11:07:44 AEDT ]]> Preface of the special issue OR: Connecting sciences supported by global optimization related to the 25th European conference on operational research (EURO XXV 2012) http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:6470 Thu 21 Mar 2019 11:01:40 AEDT ]]> Integrated production system optimization using global optimization techniques http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:563 Thu 19 Jul 2018 12:02:29 AEST ]]> Optimization methods and the k-committees algorithm for clustering of sequence data http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:2118 Thu 18 Oct 2018 13:32:06 AEDT ]]> An incremental approach for the construction of a piecewise linear classifier http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:3556 Thu 18 Oct 2018 13:22:29 AEDT ]]> Improving Naive Bayes classifier using conditional probabilities http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:4877 Thu 18 Oct 2018 13:15:37 AEDT ]]> Fast modified global k-means algorithm for incremental cluster construction http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:3822 Thu 18 Oct 2018 12:13:47 AEDT ]]> An algorithm for clustering using L1-norm based on hyperbolic smoothing technique http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:12254 Thu 18 Oct 2018 11:07:14 AEDT ]]> Optimization based clustering algorithms for authorship analysis of phishing emails http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:12192 Thu 18 Oct 2018 11:03:24 AEDT ]]> An algorithm for the estimation of a regression function by continuous piecewise linear functions http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:69 Thu 18 Oct 2018 10:32:46 AEDT ]]> Introduction to Nonsmooth Optimization : Theory, practice and software http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:10285 Thu 16 Aug 2018 16:49:43 AEST ]]> Double bundle method for finding clarke stationary points in nonsmooth dc programming http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:13377 Thu 13 Dec 2018 14:40:22 AEDT ]]> Pumping costs and water quality in the battlefield of optimal operation of water distribution networks http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:6908 Thu 09 Feb 2017 09:01:33 AEDT ]]> New diagonal bundle method for clustering problems in large data sets http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:11769 Thu 05 Dec 2019 11:45:40 AEDT ]]> Aggregate codifferential method for nonsmooth DC optimization http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:11305 Thu 05 Dec 2019 11:30:55 AEDT ]]> Prediction of monthly rainfall in Victoria, Australia : Clusterwise linear regression approach http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:11231 Thu 05 Dec 2019 11:28:24 AEDT ]]> A proximal bundle method for nonsmooth DC optimization utilizing nonconvex cutting planes http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:11952 Thu 04 Oct 2018 11:39:26 AEST ]]> Nonsmooth DC programming approach to the minimum sum-of-squares clustering problems http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:10544 Thu 04 Oct 2018 10:23:59 AEST ]]> Impact of water-quality conditions in source reservoirs on the optimal operation of a regional multiquality water-distribution system http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:10273 Thu 04 Oct 2018 09:07:48 AEST ]]> Sensitivity of algorithm parameters and objective function scaling in multi-objective optimisation of water distribution systems http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:10656 Thu 04 Oct 2018 09:03:37 AEST ]]> Exploration of the trade-offs between water quality and pumping costs in optimal operation of regional multiquality water distribution systems http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:9616 Thu 04 Oct 2018 08:55:38 AEST ]]> A history of water distribution systems and their optimisation http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:9617 Thu 04 Oct 2018 08:53:19 AEST ]]> CR-Modified SOM to the problem of handwritten digits recognition http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:11276 Mon 28 Oct 2019 16:01:10 AEDT ]]> Comparing different nonsmooth minimization methods and software http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:4550 Mon 25 Mar 2019 10:17:56 AEDT ]]> DC programming algorithm for clusterwise linear L1 regression http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:11758 Mon 21 Aug 2017 09:28:55 AEST ]]> Subgradient and bundle methods for nonsmooth optimization http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:6907 Mon 18 Mar 2019 14:31:46 AEDT ]]> Application of optimisation-based data mining techniques to medical data sets: A comparative analysis http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:7042 Mon 16 Jan 2017 22:35:42 AEDT ]]> Truncated codifferential method for linearly constrained nonsmooth optimization http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:7206 Mon 16 Jan 2017 21:28:40 AEDT ]]> Framework for multi-objective optimisation of the operation of water distribution networks including water quality http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:7050 Mon 16 Jan 2017 20:02:30 AEDT ]]> Cluster analysis of a tobacco control data set http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:4360 Mon 16 Jan 2017 18:33:27 AEDT ]]> Optimisation of operations of a water distribution system for reduced power usage http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:3705 Mon 16 Jan 2017 15:02:02 AEDT ]]> Capped K-NN Editing in definition lacking environments http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:6730 Mon 16 Jan 2017 14:31:42 AEDT ]]> Alexander Rubinov - An outstanding scholar http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:3257 Mon 16 Jan 2017 14:16:16 AEDT ]]> A generalized subgradient method with piecewise linear subproblem http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:3807 Mon 16 Jan 2017 14:10:19 AEDT ]]> A novel hybrid neural learning algorithm using simulated annealing and quasisecant method http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:4882 Mon 16 Jan 2017 13:21:19 AEDT ]]> Comparative analysis of genetic algorithm vs. evolutionary algorithm for hybrid models with discrete gradient method for artificial neural network http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:1366 Mon 16 Jan 2017 12:38:56 AEDT ]]> A new modified global k-means algorithm for clustering large data sets http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:3555 Mon 16 Jan 2017 12:38:08 AEDT ]]> A difference of convex optimization algorithm for piecewise linear regression http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:13829 Mon 15 Jul 2019 13:26:38 AEST ]]> A sharp augmented Lagrangian-based method in constrained non-convex optimization http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:13828 Mon 15 Jul 2019 13:25:27 AEST ]]> A comparative assessment of models to predict monthly rainfall in Australia http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:13043 Mon 12 Nov 2018 09:27:29 AEDT ]]> Non-smooth optimization methods for computation of the conditional value-at-risk and portfolio optimization http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:106 Mon 11 Nov 2019 16:27:23 AEDT ]]> Batch clustering algorithm for big data sets http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:12990 Mon 07 May 2018 12:19:12 AEST ]]> Minimizing nonsmooth DC functions via successive DC piecewise-affine approximations http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:13056 Mon 04 Jun 2018 11:16:24 AEST ]]> A nonsmooth optimization approach to sensor network localization http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:3587 Mon 01 Apr 2019 14:08:29 AEDT ]]> An efficient algorithm for the incremental construction of a piecewise linear classifier http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:3928 Mon 01 Apr 2019 10:08:31 AEDT ]]> Modified self-organising maps with a new topology and initialisation algorithm http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:9298 Fri 27 Jan 2017 17:03:34 AEDT ]]> Constrained self organizing maps for data clusters visualization http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:10658 Fri 27 Jan 2017 17:01:39 AEDT ]]> Estimation of a regression function by maxima of minima of linear functions http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:1770 Fri 26 Oct 2018 13:01:20 AEDT ]]> An L-2-Boosting Algorithm for Estimation of a Regression Function http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:2900 Fri 26 Jul 2019 16:22:06 AEST ]]> Hyperbolic smoothing function method for minimax problems http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:5075 Fri 26 Jul 2019 12:24:23 AEST ]]> Comments on : Optimization and data mining in medicine http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:2334 Fri 26 Apr 2019 16:16:44 AEST ]]> Subgradient Method for Nonconvex Nonsmooth Optimization http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:4733 Fri 22 Mar 2019 12:28:21 AEDT ]]> A server side solution for detecting webInject : A machine learning approach http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:13792 Fri 21 Jun 2019 11:02:08 AEST ]]> An approximate ADMM for solving linearly constrained nonsmooth optimization problems with two blocks of variables http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:13886 Fri 20 Sep 2019 12:24:58 AEST ]]> Application of derivative free methods for production optimization http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:74 Fri 20 Jul 2018 11:04:56 AEST ]]> Derivative free stochastic discrete gradient method with adaptive mutation http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:325 Fri 18 Oct 2019 16:58:18 AEDT ]]> A simulated annealing-based maximum-margin clustering algorithm http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:13810 Fri 18 Oct 2019 11:48:17 AEDT ]]> An algorithm for minimizing clustering functions http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:82 Fri 11 Jan 2019 10:21:43 AEDT ]]> An algorithm for clusterwise linear regression based on smoothing techniques http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:7515 Fri 08 Nov 2019 13:57:51 AEDT ]]> Nonsmooth optimization algorithm for solving clusterwise linear regression problems http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:9601 Fri 08 Nov 2019 12:59:26 AEDT ]]> Solving DC programs using the cutting angle method http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:9608 Fri 08 Nov 2019 12:40:35 AEDT ]]> Nonsmooth optimization based algorithms in cluster analysis http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:10286 Fri 08 Mar 2019 16:41:08 AEDT ]]> Continuous approximations to subdifferentials http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:2271 Fri 08 Mar 2019 16:02:42 AEDT ]]> Nonsmooth optimization approach to clustering http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:2273 Fri 08 Mar 2019 16:00:22 AEDT ]]> Derivative-free methods for non-smooth optimization http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:2272 Fri 08 Mar 2019 15:58:38 AEDT ]]> Global optimization : Cutting angle method http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:2274 Fri 08 Mar 2019 15:57:30 AEDT ]]> Special issue of Optimization, dedicated to the development of the ideas of the late Prof. A. Rubinov http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:2127 Fri 08 Mar 2019 14:25:40 AEDT ]]> A multidimensional descent method for global optimization http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:2128 Fri 08 Mar 2019 14:23:53 AEDT ]]> A new modification of Kohonen neural network for VQ and clustering problems http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:12378 Fri 05 Jan 2018 14:34:14 AEDT ]]>