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 ]]> 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 ]]> A simulated annealing-based maximum-margin clustering algorithm http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:13810 Wed 07 Apr 2021 14:01:55 AEST ]]> A server side solution for detecting webInject : A machine learning approach http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:13792 Wed 07 Apr 2021 14:01:54 AEST ]]> Double bundle method for finding clarke stationary points in nonsmooth dc programming http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:13377 Wed 07 Apr 2021 14:01:32 AEST ]]> Clustering in large data sets with the limited memory bundle method http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:13303 Wed 07 Apr 2021 14:01:27 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 ]]> A new modification of Kohonen neural network for VQ and clustering problems http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:12378 Wed 07 Apr 2021 14:00:38 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 ]]> A proximal bundle method for nonsmooth DC optimization utilizing nonconvex cutting planes http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:11952 Wed 07 Apr 2021 13:57:14 AEST ]]> Aggregate codifferential method for nonsmooth DC optimization http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:11305 Wed 07 Apr 2021 13:56:39 AEST ]]> CR-Modified SOM to the problem of handwritten digits recognition http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:11276 Wed 07 Apr 2021 13:56:37 AEST ]]> Diagnostic with incomplete nominal/discrete data http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:11264 Wed 07 Apr 2021 13:56:36 AEST ]]> Constrained self organizing maps for data clusters visualization http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:10658 Wed 07 Apr 2021 13:56:00 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 Wed 07 Apr 2021 13:55:37 AEST ]]> An incremental piecewise linear classifier based on polyhedral conic separation http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:10254 Wed 07 Apr 2021 13:55:35 AEST ]]> A history of water distribution systems and their optimisation http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:9617 Wed 07 Apr 2021 13:54:52 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 Wed 07 Apr 2021 13:54:52 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 ]]> A heuristic algorithm for solving the minimum sum-of-squares clustering problems http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:7580 Wed 07 Apr 2021 13:47:02 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 ]]> 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 Wed 07 Apr 2021 13:46:34 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 ]]> Capped K-NN Editing in definition lacking environments http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:6730 Wed 07 Apr 2021 13:46:17 AEST ]]> A convolutional recursive modified Self Organizing Map for handwritten digits recognition http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:6492 Wed 07 Apr 2021 13:46:04 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 ]]> A novel hybrid neural learning algorithm using simulated annealing and quasisecant method http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:4882 Wed 07 Apr 2021 13:44:27 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 ]]> Comparing different nonsmooth minimization methods and software http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:4550 Wed 07 Apr 2021 13:44:01 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 ]]> Adaption to water shortage through the implementation of a unique pipeline system in Victoria, Australia http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:3799 Wed 07 Apr 2021 13:34:50 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 ]]> 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 ]]> Determining regularization parameters for derivative free neural learning http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:2721 Wed 07 Apr 2021 13:33:45 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 ]]> 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 ]]> Global optimization : Cutting angle method http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:2274 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 ]]> 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 ]]> Fusion strategies for neural learning algorithms using evolutionary and discrete gradient approaches http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:1370 Wed 07 Apr 2021 13:32:25 AEST ]]> A hybrid neural learning algorithm combining evolutionary algorithm with discrete gradient method http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:1357 Wed 07 Apr 2021 13:32:24 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 ]]> 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 ]]> Integrated production system optimization using global optimization techniques http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:563 Wed 07 Apr 2021 13:31:30 AEST ]]> 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 07 Apr 2021 13:31:13 AEST ]]> Comparative analysis of genetic algorithm, simulated annealing and cutting angle method for artificial neural networks http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:327 Wed 07 Apr 2021 13:31:13 AEST ]]> Hybridization of neural learning algorithms using evolutionary and discrete gradient approaches http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:329 Wed 07 Apr 2021 13:31:13 AEST ]]> Derivative free stochastic discrete gradient method with adaptive mutation http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:325 Wed 07 Apr 2021 13:31:12 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 ]]> 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 ]]> 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 ]]> 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 global optimization approach to classification http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:80 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 ]]> 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 ]]> 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 ]]> 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 ]]> 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 ]]> 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 ]]> 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 ]]> 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 ]]> 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 ]]> 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 28 May 2024 09:38:32 AEST ]]> An incremental nonsmooth optimization algorithm for clustering using L1 and L∞ norms http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:14936 Tue 15 Aug 2023 14:58:19 AEST ]]> Clusterwise support vector linear regression http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:14655 Tue 06 Dec 2022 13:56:02 AEDT ]]> Cyberattack triage using incremental clustering for intrusion detection systems http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:14743 Thu 25 Nov 2021 11:38:05 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 Thu 20 Jul 2023 16:05:24 AEST ]]> Bundle enrichment method for nonsmooth difference of convex programming problems http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:18816 Thu 18 Jan 2024 11:35:09 AEDT ]]> A comparative study of unsupervised classification algorithms in multi-sized data sets http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:16243 Thu 14 Jul 2022 10:47:05 AEST ]]> 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 ]]> Bundle methods for nonsmooth DC optimization http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:16666 Thu 06 Oct 2022 10:27:56 AEDT ]]> 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 ]]> Improving Naive Bayes classifier using conditional probabilities http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:4877 Mon 15 May 2023 11:17:12 AEST ]]> High activity and high functional connectivity are mutually exclusive in resting state zebrafish and human brains http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:17252 12,000 neurons in the awake resting state forebrain. By classifying their activity (i.e., variances of ΔF/F across time) and functional connectivity into three levels (high, medium, low), we find that highly active neurons have low functional connections and highly connected neurons are of low activity. This finding holds true when neuronal activity and functional connectivity data are classified into five instead of three levels, and in whole brain spontaneous activity datasets. Moreover, such activity-connectivity relationship is not observed in randomly shuffled, noise-added, or simulated datasets, suggesting that it reflects an intrinsic brain network property. Intriguingly, deploying the same analytical tools on functional magnetic resonance imaging (fMRI) data from the resting state human brain, we uncover a similar relationship between activity (signal variance over time) and functional connectivity, that is, regions of high activity are non-overlapping with those of high connectivity. We found a mutually exclusive relationship between high activity (signal variance over time) and high functional connectivity of neurons in zebrafish and human brains. These findings reveal a previously unknown and evolutionarily conserved brain organizational principle, which has implications for understanding disease states and designing artificial neuronal networks.]]> Mon 13 Feb 2023 11:00:07 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 ]]> 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 ]]>