http://researchonline.federation.edu.au/vital/access/manager/Index ${session.getAttribute("locale")} 5 An ensemble technique for multi class imbalanced problem using probabilistic neural networks http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:13677 Wed 07 Apr 2021 14:01:47 AEST ]]> Target learning : A novel framework to mine significant dependencies for unlabeled data http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:13403 Wed 07 Apr 2021 14:01:33 AEST ]]> Profiling phishing activity based on hyperlinks extracted from phishing emails http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:12761 Wed 07 Apr 2021 14:00:58 AEST ]]> A new loss function for robust classification http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:12249 Wed 07 Apr 2021 14:00:32 AEST ]]> A hybrid wrapper-filter approach to detect the source(s) of out-of-control signals in multivariate manufacturing process http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:12220 Wed 07 Apr 2021 14:00:30 AEST ]]> A new reliability analysis method based on the conjugate gradient direction http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:12212 Wed 07 Apr 2021 14:00:30 AEST ]]> Optimality conditions via weak subdifferentials in reflexive Banach spaces http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:11260 Wed 07 Apr 2021 13:56:36 AEST ]]> Predicting trading signals of the All Share Price Index Using a modified neural network algorithm http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:11011 Wed 07 Apr 2021 13:56:20 AEST ]]> A generalization of a theorem of Arrow, Barankin and Blackwell to a nonconvex case http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:10741 Wed 07 Apr 2021 13:56:06 AEST ]]> Predicting and controlling the dynamics of infectious diseases http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:10598 Wed 07 Apr 2021 13:55:56 AEST ]]> Structure learning of Bayesian Networks using global optimization with applications in data classification http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:9301 Wed 07 Apr 2021 13:54:30 AEST ]]> Sigma supporting cone and optimality conditions in non-convex problems http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:7533 Wed 07 Apr 2021 13:46:59 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 ]]> Turnpike theorem for an infinite horizon optimal control problem with time delay http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:5880 Wed 07 Apr 2021 13:45:27 AEST ]]> Learning the naive bayes classifier with optimization models http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:5759 Wed 07 Apr 2021 13:45:20 AEST ]]> Preface: Special issue of JOGO MEC EurOPT 2010-Izmir http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:5375 Wed 07 Apr 2021 13:45:01 AEST ]]> Optimization of a quarter-car suspension model coupled with the driver biomechanical effects http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:5232 Wed 07 Apr 2021 13:44:52 AEST ]]> Structure learning of Bayesian networks using a new unrestricted dependency algorithm http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:5117 Wed 07 Apr 2021 13:44:44 AEST ]]> Solving systems of nonlinear equations using a globally convergent optimization algorithm http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:5116 Wed 07 Apr 2021 13:44:44 AEST ]]> Globally convergent algorithms for solving unconstrained optimization problems http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:5115 Wed 07 Apr 2021 13:44:44 AEST ]]> Attribute weighted Naive Bayes classifier using a local optimization http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:5114 Wed 07 Apr 2021 13:44:44 AEST ]]> A new auxiliary function method for general constrained global optimization http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:5097 Wed 07 Apr 2021 13:44:43 AEST ]]> Global asymptotic stability in a class of nonlinear differential delay equations http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:5035 Wed 07 Apr 2021 13:44:38 AEST ]]> A globally optimization algorithm for systems of nonlinear equations http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:5034 Wed 07 Apr 2021 13:44:38 AEST ]]> Tree augmented naive bayes based on optimization http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:4983 Wed 07 Apr 2021 13:44:34 AEST ]]> Improving Naive Bayes classifier using conditional probabilities http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:4877 Wed 07 Apr 2021 13:44:26 AEST ]]> A novel approach for predicting trading signals of a stock market index http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:4704 Wed 07 Apr 2021 13:44:14 AEST ]]> A globally optimization algorithm for systems of nonlinear equations http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:4673 Wed 07 Apr 2021 13:44:11 AEST ]]> A new method for solving linear ill-posed problems http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:4667 Wed 07 Apr 2021 13:44:11 AEST ]]> The effect of regularization on drug-reaction relationships http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:4646 Wed 07 Apr 2021 13:44:09 AEST ]]> Optimization of a quarter-car suspension model coupled with the driver biomechanical effects http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:4552 Wed 07 Apr 2021 13:44:01 AEST ]]> Global stabilization in nonlinear discrete systems with time-delay http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:4549 Wed 07 Apr 2021 13:44:01 AEST ]]> An optimization approach to identify the relationship between features and output of a multi-label classifier http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:4493 Wed 07 Apr 2021 13:43:57 AEST ]]> Quantification of intermarket influence on the Australian All Ordinary Index based on optimization techniques http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:4471 Wed 07 Apr 2021 13:43:56 AEST ]]> Effectiveness of using quantified intermarket influence for predicting trading signals of stock markets http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:4460 Wed 07 Apr 2021 13:43:56 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 ]]> Global stability, periodic solutions and optimal control in a nonlinear differential delay model http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:4346 Wed 07 Apr 2021 13:43:48 AEST ]]> Regularization methods in the study of drug reaction relationships http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:4319 Wed 07 Apr 2021 13:43:46 AEST ]]> Global Optimality Conditions and Optimization Methods for Quadratic Knapsack Problems http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:4302 Wed 07 Apr 2021 13:43:45 AEST ]]> Optimization of improved suspension system with inerter device of the quarter-car model in vibration analysis http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:4269 Wed 07 Apr 2021 13:43:42 AEST ]]> From convex to nonconvex: A loss function analysis for binary classification http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:3906 Wed 07 Apr 2021 13:34:56 AEST ]]> Optimality conditions in nonconvex optimization via weak subdifferentials http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:3897 Wed 07 Apr 2021 13:34:56 AEST ]]> A new supervised term ranking method for text categorization http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:3836 2 statistic, and Odds Ratio. From the literature there are three term ranking methods to summarize term weights of different categories for multi-class text categorization. They are Summation, Average, and Maximum methods. In this paper we present a new term ranking method to summarize term weights, i.e. Maximum Gap. Using two different methods of information gain and χ2 statistic, we setup controlled experiments for different term ranking methods. Reuter-21578 text corpus is used as the dataset. Two popular classification algorithms SVM and Boostexter are adopted to evaluate the performance of different term ranking methods. Experimental results show that the new term ranking method performs better. © 2010 Springer-Verlag.]]> Wed 07 Apr 2021 13:34:53 AEST ]]> Profiling phishing emails based on hyperlink information http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:3795 Wed 07 Apr 2021 13:34:50 AEST ]]> An optimization approach to the study of drug-drug interactions http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:3771 Wed 07 Apr 2021 13:34:48 AEST ]]> An optimization approach to identifying drugs responsible for adverse drug reactions http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:3770 Wed 07 Apr 2021 13:34:48 AEST ]]> An induction algorithm with selection significance based on a fuzzy derivative http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:3751 Wed 07 Apr 2021 13:34:47 AEST ]]> Asymptotical stability of optimal paths in nonconvex problems http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:3668 Wed 07 Apr 2021 13:34:40 AEST ]]> Investment decision model via an improved BP neural network http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:3638 Wed 07 Apr 2021 13:34:38 AEST ]]> Using links to aid web classification http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:3631 Wed 07 Apr 2021 13:34:38 AEST ]]> An auxiliary function method for systems of nonlinear equations http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:3630 Wed 07 Apr 2021 13:34:38 AEST ]]> An auxiliary function method for constrained systems of nonlinear equations http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:3629 Wed 07 Apr 2021 13:34:38 AEST ]]> Classification on shorter featured and multi-label datasets http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:3612 Wed 07 Apr 2021 13:34:36 AEST ]]> A global optimization method for solving integer systems of equation http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:3588 Wed 07 Apr 2021 13:34:34 AEST ]]> Vibration analysis : Optimization of parameters of the two mass model based on Kelvin elements http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:3584 Wed 07 Apr 2021 13:34:34 AEST ]]> Turnpike theory : Stability of optimal trajectories http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:2280 Wed 07 Apr 2021 13:33:20 AEST ]]> Statistical convergence and turnpike theory http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:2279 Wed 07 Apr 2021 13:33:20 AEST ]]> Optimization of multiple classifiers in data mining based on string rewriting systems http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:2275 Wed 07 Apr 2021 13:33:20 AEST ]]> Modified neural network algorithms for predicting trading signals of stock market indices http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:2126 Wed 07 Apr 2021 13:33:11 AEST ]]> On weak subdifferentials, directional derivatives, and radial epiderivatives for nonconvex functions http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:2107 Wed 07 Apr 2021 13:33:10 AEST ]]> Solving a system of nonlinear integral equations by an RBF network http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:2101 Wed 07 Apr 2021 13:33:09 AEST ]]> Optimization of parameters of the Kelvin element in vibration analysis http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:1933 Wed 07 Apr 2021 13:32:59 AEST ]]> A formula for multiple classifiers in data mining based on Brandt semigroups http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:1781 Wed 07 Apr 2021 13:32:51 AEST ]]> Predicting trading signals of stock market indices using neural networks http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:1722 Wed 07 Apr 2021 13:32:48 AEST ]]> A new filled function method for nonlinear equations http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:1710 Wed 07 Apr 2021 13:32:48 AEST ]]> A filled function method for box-constrained system of nonlinear equations http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:1631 Wed 07 Apr 2021 13:32:44 AEST ]]> Quantification of intermarket influence based on the global optimization and its application for stock market prediction http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:1600 Wed 07 Apr 2021 13:32:42 AEST ]]> Using anatomical therapeutic chemical (ATC) classification to reduce combinatorial complexity for Australian drug safety data analysis http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:1560 Wed 07 Apr 2021 13:32:39 AEST ]]> Multi label classification and drug-reaction associations using global optimization techniques http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:1460 Wed 07 Apr 2021 13:32:31 AEST ]]> Relationships between different term structures of Australian interest rate swap markets http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:1459 Wed 07 Apr 2021 13:32:31 AEST ]]> Relationships between different Australian interest rate swap markets http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:1458 Wed 07 Apr 2021 13:32:31 AEST ]]> An introduction algorithm with selection significance based on a fuzzy deriviative http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:1457 Wed 07 Apr 2021 13:32:31 AEST ]]> A study of drug-reaction relationships in Australian drug safety data http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:1456 Wed 07 Apr 2021 13:32:31 AEST ]]> A comparison of two methods to establish drug-reaction relationships in the ADRAC database http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:1455 Wed 07 Apr 2021 13:32:31 AEST ]]> Analysis of cardiovascular adverse drug reactions from the ADRAC database http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:1454 Wed 07 Apr 2021 13:32:31 AEST ]]> Fuzzy set analysis of Australian drug safety data http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:1453 Wed 07 Apr 2021 13:32:31 AEST ]]> Dynamical systems based on a fuzzy derivative and its applications to data classification http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:1452 Wed 07 Apr 2021 13:32:31 AEST ]]> A nonsmooth optimization approach to H-infinity synthesis http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:1451 Wed 07 Apr 2021 13:32:31 AEST ]]> A new global optimization algorithm based on a dynamical systems approach http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:1450 Wed 07 Apr 2021 13:32:31 AEST ]]> A turnpike theorem for nonconvex continuous-time control systems http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:1449 Wed 07 Apr 2021 13:32:31 AEST ]]> Coverage in WLAN with minimum number of access points http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:1431 Wed 07 Apr 2021 13:32:29 AEST ]]> Coverage in WLAN : Optimization model and algorithm http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:1430 Wed 07 Apr 2021 13:32:29 AEST ]]> A hybrid clustering algorithm using two level of abstraction http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:1369 Wed 07 Apr 2021 13:32:25 AEST ]]> Two level clustering using SOM and dynamical systems http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:1368 Wed 07 Apr 2021 13:32:25 AEST ]]> Dynamical systems described by relational elasticities with applications to global optimization http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:1191 Wed 07 Apr 2021 13:32:14 AEST ]]> A fuzzy derivative and dynamical systems http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:1045 Wed 07 Apr 2021 13:32:04 AEST ]]> To be fair or efficient or a bit of both http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:995 Wed 07 Apr 2021 13:32:00 AEST ]]> A filled function method for nonlinear equations http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:956 Wed 07 Apr 2021 13:31:57 AEST ]]> Facility location via continuous optimization with discontinuous objective functions http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:898 Wed 07 Apr 2021 13:31:53 AEST ]]> Statistical cluster points of sequences in finite dimensional spaces http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:703 Wed 07 Apr 2021 13:31:40 AEST ]]> A fuzzy derivative approach to classification of outcomes from the ADRAC database http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:541 Wed 07 Apr 2021 13:31:28 AEST ]]> The study of drug-reaction relationships using global optimization techniques http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:540 Wed 07 Apr 2021 13:31:28 AEST ]]> H-infinity via a nonsmooth, nonconvex optimization approach http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:539 Wed 07 Apr 2021 13:31:28 AEST ]]> A turnpike theorem for continuous-time control systems when the optimal stationary point is not unique http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:538 Wed 07 Apr 2021 13:31:28 AEST ]]> An inexact modified subgradient algorithm for nonconvex optimization http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:154 Wed 07 Apr 2021 13:31:00 AEST ]]> A filled function method for constrained nonlinear equations http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:88 Wed 07 Apr 2021 13:30:54 AEST ]]> The core of a sequence of fuzzy numbers http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:59 Wed 07 Apr 2021 13:30:51 AEST ]]> Statistical limit inferior and limit superior for sequences of fuzzy numbers http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:58 Wed 07 Apr 2021 13:30:51 AEST ]]>