http://researchonline.federation.edu.au/vital/access/manager/Index ${session.getAttribute("locale")} 5 A new modified global k-means algorithm for clustering large data sets http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:3555 Wed 28 Apr 2021 12:28:10 AEST ]]> An incremental approach for the construction of a piecewise linear classifier http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:3556 Wed 28 Apr 2021 12:24:03 AEST ]]> Discrete gradient methods http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:14699 Wed 07 Apr 2021 14:02:47 AEST ]]> Final words http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:14698 Wed 07 Apr 2021 14:02:47 AEST ]]> Introduction http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:14697 Wed 07 Apr 2021 14:02:47 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 Wed 07 Apr 2021 14:01:58 AEST ]]> A difference of convex optimization algorithm for piecewise linear regression http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:13829 Wed 07 Apr 2021 14:01:56 AEST ]]> A sharp augmented Lagrangian-based method in constrained non-convex optimization http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:13828 Wed 07 Apr 2021 14:01:56 AEST ]]> Solving minimax problems : Local smoothing versus global smoothing http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:13274 Wed 07 Apr 2021 14:01:26 AEST ]]> The cutting angle method and its applications http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:13177 Wed 07 Apr 2021 14:01:21 AEST ]]> A comparative assessment of models to predict monthly rainfall in Australia http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:13043 Wed 07 Apr 2021 14:01:14 AEST ]]> Batch clustering algorithm for big data sets http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:12990 Wed 07 Apr 2021 14:01:11 AEST ]]> Nonsmooth DC programming approach to clusterwise linear regression : Optimality conditions and algorithms http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:12991 Wed 07 Apr 2021 14:01:11 AEST ]]> An algorithm for clustering using L1-norm based on hyperbolic smoothing technique http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:12254 Wed 07 Apr 2021 14:00:32 AEST ]]> Prediction of monthly rainfall in Victoria, Australia : Clusterwise linear regression approach http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:11231 Wed 07 Apr 2021 13:56:34 AEST ]]> Piecewise linear classifiers based on nonsmooth optimization approaches http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:11230 Wed 07 Apr 2021 13:56:34 AEST ]]> Nonsmooth DC programming approach to the minimum sum-of-squares clustering problems http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:10544 Wed 07 Apr 2021 13:55:52 AEST ]]> Nonsmooth optimization based algorithms in cluster analysis http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:10286 Wed 07 Apr 2021 13:55:38 AEST ]]> Introduction to Nonsmooth Optimization : Theory, practice and software http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:10285 Wed 07 Apr 2021 13:55:38 AEST ]]> Nonsmooth optimization algorithm for solving clusterwise linear regression problems http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:9601 Wed 07 Apr 2021 13:54:51 AEST ]]> An incremental clustering algorithm based on hyperbolic smoothing http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:9600 Wed 07 Apr 2021 13:54:51 AEST ]]> An algorithm for clusterwise linear regression based on smoothing techniques http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:7515 Wed 07 Apr 2021 13:46:58 AEST ]]> 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 Wed 07 Apr 2021 13:46:33 AEST ]]> 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 Wed 07 Apr 2021 13:46:03 AEST ]]> A novel approach to optimal pump scheduling in water distribution systems http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:5146 Wed 07 Apr 2021 13:44:46 AEST ]]> Comparison of metaheuristic algorithms for pump operation optimization http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:5145 Wed 07 Apr 2021 13:44:46 AEST ]]> Hyperbolic smoothing function method for minimax problems http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:5075 Wed 07 Apr 2021 13:44:41 AEST ]]> Nonsmooth nonconvex optimization approach to clusterwise linear regression problems http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:4951 Wed 07 Apr 2021 13:44:32 AEST ]]> 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 07 Apr 2021 13:44:22 AEST ]]> Subgradient Method for Nonconvex Nonsmooth Optimization http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:4733 Wed 07 Apr 2021 13:44:16 AEST ]]> Application of optimisation-based data mining techniques to tobacco control dataset http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:4369 Wed 07 Apr 2021 13:43:49 AEST ]]> Cluster analysis of a tobacco control data set http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:4360 Wed 07 Apr 2021 13:43:48 AEST ]]> A novel piecewise linear classifier based on polyhedral conic and max-min separabilities http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:4279 Wed 07 Apr 2021 13:43:43 AEST ]]> Classification through incremental max-min separability http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:4082 Wed 07 Apr 2021 13:43:25 AEST ]]> Codifferential method for minimizing nonsmooth DC functions http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:4072 Wed 07 Apr 2021 13:43:24 AEST ]]> An efficient algorithm for the incremental construction of a piecewise linear classifier http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:3928 Wed 07 Apr 2021 13:34:58 AEST ]]> Fast modified global k-means algorithm for incremental cluster construction http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:3822 Wed 07 Apr 2021 13:34:52 AEST ]]> A generalized subgradient method with piecewise linear subproblem http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:3807 Wed 07 Apr 2021 13:34:51 AEST ]]> Nonsmooth optimisation approach to data classification http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:3747 Wed 07 Apr 2021 13:34:46 AEST ]]> A global optimisation approach to classification in medical diagnosis and prognosis http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:3746 Wed 07 Apr 2021 13:34:46 AEST ]]> Optimisation of operations of a water distribution system for reduced power usage http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:3705 Wed 07 Apr 2021 13:34:43 AEST ]]> A nonsmooth optimization approach to sensor network localization http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:3587 Wed 07 Apr 2021 13:34:34 AEST ]]> Alexander Rubinov - An outstanding scholar http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:3257 Wed 07 Apr 2021 13:34:13 AEST ]]> A quasisecant method for minimizing nonsmooth functions http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:2933 Wed 07 Apr 2021 13:33:57 AEST ]]> An L-2-Boosting Algorithm for Estimation of a Regression Function http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:2900 Wed 07 Apr 2021 13:33:55 AEST ]]> Comments on : Optimization and data mining in medicine http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:2334 Wed 07 Apr 2021 13:33:24 AEST ]]> Global optimization : Cutting angle method http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:2274 Wed 07 Apr 2021 13:33:20 AEST ]]> Nonsmooth optimization approach to clustering http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:2273 Wed 07 Apr 2021 13:33:20 AEST ]]> Derivative-free methods for non-smooth optimization http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:2272 Wed 07 Apr 2021 13:33:20 AEST ]]> Continuous approximations to subdifferentials http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:2271 Wed 07 Apr 2021 13:33:19 AEST ]]> A multidimensional descent method for global optimization http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:2128 Wed 07 Apr 2021 13:33:11 AEST ]]> 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 Wed 07 Apr 2021 13:33:11 AEST ]]> Estimation of a regression function by maxima of minima of linear functions http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:1770 Wed 07 Apr 2021 13:32:50 AEST ]]> Feature selection using misclassification counts http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:1729 Wed 07 Apr 2021 13:32:49 AEST ]]> Improving risk grouping rules for prostate cancer patients with optimization http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:1317 Wed 07 Apr 2021 13:32:21 AEST ]]> Optimization of feed forward MLPs using the discrete gradient method http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:1268 Wed 07 Apr 2021 13:32:18 AEST ]]> Penalty functions with a small penalty parameter : Numerical experiments http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:1267 Wed 07 Apr 2021 13:32:18 AEST ]]> Modified global k-means algorithm for clustering in gene expression data sets http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:1266 Wed 07 Apr 2021 13:32:18 AEST ]]> Parallelization of the discrete gradient method of non-smooth optimization and its applications http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:1272 Wed 07 Apr 2021 13:32:18 AEST ]]> An optimization-based approach to patient grouping for acute healthcare in Australia http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:1265 Wed 07 Apr 2021 13:32:17 AEST ]]> The discrete gradient evolutionary strategy method for global optimization http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:1251 Wed 07 Apr 2021 13:32:16 AEST ]]> A method of truncated codifferential with application to some problems of cluster analysis http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:241 Wed 07 Apr 2021 13:31:06 AEST ]]> Data mining with combined use of optimization techniques and self-organizing maps for improving risk grouping rules : Application to prostate cancer patients http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:186 Wed 07 Apr 2021 13:31:02 AEST ]]> 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 Wed 07 Apr 2021 13:30:56 AEST ]]> Comparative analysis of the cutting angle and simulated annealing methods in global optimization http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:87 Wed 07 Apr 2021 13:30:54 AEST ]]> A new nonsmooth optimization algorithm for minimum sum-of-squares clustering problems http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:86 Wed 07 Apr 2021 13:30:54 AEST ]]> 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 07 Apr 2021 13:30:54 AEST ]]> An algorithm for minimizing clustering functions http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:82 Wed 07 Apr 2021 13:30:54 AEST ]]> Local optimization method with global multidimensional search http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:81 Wed 07 Apr 2021 13:30:53 AEST ]]> A global optimization approach to classification http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:80 Wed 07 Apr 2021 13:30:53 AEST ]]> Using global optimization to improve classification for medical diagnosis and prognosis http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:79 Wed 07 Apr 2021 13:30:53 AEST ]]> An algorithm for clustering based on non-smooth optimization techniques http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:78 Wed 07 Apr 2021 13:30:53 AEST ]]> Unsupervised and supervised data classification via nonsmooth and global optimisation http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:77 Wed 07 Apr 2021 13:30:53 AEST ]]> Cutting angle method and a local search http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:76 Wed 07 Apr 2021 13:30:53 AEST ]]> Global optimization of marginal functions with applications to economic equilibrium http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:75 Wed 07 Apr 2021 13:30:53 AEST ]]> Application of derivative free methods for production optimization http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:74 Wed 07 Apr 2021 13:30:53 AEST ]]> Discrete gradient method : Derivative-free method for nonsmooth optimization http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:73 Wed 07 Apr 2021 13:30:53 AEST ]]> An approximate subgradient algorithm for unconstrained nonsmooth, nonconvex optimization http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:71 Wed 07 Apr 2021 13:30:53 AEST ]]> New algorithms for multi-class cancer diagnosis using tumor gene expression signatures http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:70 Wed 07 Apr 2021 13:30:52 AEST ]]> 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 Wed 07 Apr 2021 13:30:52 AEST ]]> Modified global k-means algorithm for minimum sum-of-squares clustering problems http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:68 Wed 07 Apr 2021 13:30:52 AEST ]]> Max-min separability http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:67 Wed 07 Apr 2021 13:30:52 AEST ]]> Continuous subdifferential approximations and their applications http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:66 Wed 07 Apr 2021 13:30:52 AEST ]]> A method for minimization of quasidifferentiable functions http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:65 Wed 07 Apr 2021 13:30:52 AEST ]]> Global optimization in the summarization of text documents http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:45 Wed 07 Apr 2021 13:30:50 AEST ]]> Incremental DC optimization algorithm for large-scale clusterwise linear regression http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:14992 Tue 30 Mar 2021 11:52:42 AEDT ]]> Malware variant identification using incremental clustering http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:15320 Tue 19 Oct 2021 15:41:10 AEDT ]]> Subgradient smoothing method for nonsmooth nonconvex optimization http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:16309 Tue 07 May 2024 15:59:05 AEST ]]> New gene selection algorithm using hypeboxes to improve performance of classifiers http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:14800 Tue 01 Nov 2022 13:31:24 AEDT ]]> Multi-objective optimisation to manage trade-offs in water quality and quantity of complex water resource system http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:18235 Thu 24 Aug 2023 12:52:09 AEST ]]> Nonsmooth optimization-based model and algorithm for semisupervised clustering http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:18965 Thu 22 Feb 2024 10:20:05 AEDT ]]> 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 Thu 18 Jan 2024 11:12:44 AEDT ]]> A novel optimization approach towards improving separability of clusters http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:18191 Thu 14 Dec 2023 14:38:07 AEDT ]]> Finding compact and well-separated clusters : clustering using silhouette coefficients http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:17617 Thu 14 Dec 2023 13:40:15 AEDT ]]> Robust piecewise linear L 1-regression via nonsmooth DC optimization http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:17890 Thu 01 Jun 2023 13:21:55 AEST ]]> Aggregate subgradient method for nonsmooth DC optimization http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:15031 Mon 21 Mar 2022 14:37:04 AEDT ]]> An augmented subgradient method for minimizing nonsmooth DC functions http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:15488 Mon 13 Dec 2021 10:19:54 AEDT ]]> SMGKM : an efficient incremental algorithm for clustering document collections http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:18025 Mon 10 Jul 2023 14:31:03 AEST ]]> DC programming algorithm for clusterwise linear L1 regression http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:11758 Mon 07 Feb 2022 15:31:35 AEDT ]]> Analysis of water quantity and quality trade-offs to inform selective harvesting of inflows in complex water resource systems http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:16315 Mon 01 Aug 2022 11:37:52 AEST ]]>