http://researchonline.federation.edu.au/vital/access/manager/Index ${session.getAttribute("locale")} 5 The processes of ICT diffusion in technology projects http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:2911 Wed 28 Apr 2021 16:31:07 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 12 Apr 2023 14:16:25 AEST ]]> Hybrids of support vector machine wrapper and filter based framework for malware detection http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:12688 Wed 07 Apr 2021 14:00:54 AEST ]]> Improving classifications for cardiac autonomic neuropathy using multi-level ensemble classifiers and feature selection based on random forest http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:12356 Wed 07 Apr 2021 14:00:37 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 ]]> Hybrid metaheuristic approaches to the expectation maximization for estimation of the hidden markov model for signal modeling http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:7665 Wed 07 Apr 2021 13:47:08 AEST ]]> Water allocation argument tree (WAAT): A tool for facilitating public participation in water allocation decisions http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:7046 Wed 07 Apr 2021 13:46:34 AEST ]]> Performance evaluation of multivariate non-normal process using metaheuristic approaches http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:6150 Wed 07 Apr 2021 13:45:44 AEST ]]> Visual grouping of association rules by clustering conditional probabilities for categorical data http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:5869 Wed 07 Apr 2021 13:45:26 AEST ]]> A data mining application of the incidence semirings http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:5337 Wed 07 Apr 2021 13:44:58 AEST ]]> Unsupervised color textured image segmentation using cluster ensembles and MRF mdel http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:5234 Wed 07 Apr 2021 13:44:52 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 ]]> Optimal rees matrix constructions for analysis of data http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:4936 Wed 07 Apr 2021 13:44:31 AEST ]]> Rule-based classifiers and meta classifiers for identification of cardiac autonomic neuropathy progression http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:4896 Wed 07 Apr 2021 13:44:28 AEST ]]> A comparison of machine learning algorithms for multilabel classification of CAN http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:4897 Wed 07 Apr 2021 13:44:28 AEST ]]> Performance evaluation of multi-tier ensemble classifiers for phishing websites http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:4887 Wed 07 Apr 2021 13:44:27 AEST ]]> Empirical study of decision trees and ensemble classifiers for monitoring of diabetes patients in pervasive healthcare http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:4850 Wed 07 Apr 2021 13:44:24 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 ]]> Derivative-free optimization and neural networks for robust regression http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:4807 Wed 07 Apr 2021 13:44:21 AEST ]]> Illicit image detection using erotic pose estimation based on kinematic constraints http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:4773 Wed 07 Apr 2021 13:44:19 AEST ]]> Illicit image detection : An MRF model based stochastic approach http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:4772 Wed 07 Apr 2021 13:44:19 AEST ]]> A Grobner-Shirshov Algorithm for Applications in Internet Security http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:4778 Wed 07 Apr 2021 13:44:19 AEST ]]> Empirical investigation of consensus clustering for large ECG data sets http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:4776 Wed 07 Apr 2021 13:44:19 AEST ]]> Detection of CAN by ensemble classifiers based on Ripple Down rules http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:4775 Wed 07 Apr 2021 13:44:19 AEST ]]> Parallel selection of multi-category features for online handwritten character recognition http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:4770 Wed 07 Apr 2021 13:44:18 AEST ]]> Application of rank correlation, clustering and classification in information security http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:4708 Wed 07 Apr 2021 13:44:14 AEST ]]> An application of novel clustering technique for information security http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:4692 Wed 07 Apr 2021 13:44:13 AEST ]]> A reasoning framework for decision making in water allocation: a tree for water http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:4702 Wed 07 Apr 2021 13:44:13 AEST ]]> Smokers' characteristics and cluster based quitting rule discovery model for enhancement of government's tobacco control systems http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:4679 Wed 07 Apr 2021 13:44:12 AEST ]]> Child face detection using age specific luminance invariant geometric descriptor http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:4548 Wed 07 Apr 2021 13:44:01 AEST ]]> A Tool for Assisting Group Decision-Making for Consensus Outcomes in Organizations http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:4490 Wed 07 Apr 2021 13:43:57 AEST ]]> Internet security applications of Grobner-Shirvov bases http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:4340 Wed 07 Apr 2021 13:43:47 AEST ]]> Unsupervised segmentation of Industrial Images using Markov Random Field Model http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:4307 Wed 07 Apr 2021 13:43:45 AEST ]]> Optimization of matrix semirings for classification systems http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:4285 Wed 07 Apr 2021 13:43:44 AEST ]]> Real-time detection of children's skin on social networking sites using Markov random field modelling http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:4288 Wed 07 Apr 2021 13:43:44 AEST ]]> Does the Delphi process lead to increased accuracy in group-based judgmental forecasts or does it simply induce consensus amongst judgmental forecasters? http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:4227 Wed 07 Apr 2021 13:43:39 AEST ]]> Exploring novel features and decision rules to identify cardiovascular autonomic neuropathy using a hybrid of wrapper-filter based feature selection http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:3929 Wed 07 Apr 2021 13:34:58 AEST ]]> Optimization of classifiers for data mining based on combinatorial semigroups http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:3898 Wed 07 Apr 2021 13:34:56 AEST ]]> Hybrid wrapper-filter approaches for input feature selection using maximum relevance and Artificial Neural Network Input Gain Measurement Approximation (ANNIGMA) http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:3831 Wed 07 Apr 2021 13:34:53 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 ]]> Cluster based rule discovery model for enhancement of government's tobacco control strategy http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:3830 Wed 07 Apr 2021 13:34:52 AEST ]]> Consensus clustering and supervised classification for profiling phishing emails in internet commerce security http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:3805 Wed 07 Apr 2021 13:34:51 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 ]]> Dramatic level analysis for interactive narrative http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:3730 Wed 07 Apr 2021 13:34:45 AEST ]]> An algorithm for the optimization of multiple classifers in data mining based on graphs http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:3666 Wed 07 Apr 2021 13:34:40 AEST ]]> Establishing phishing provenance using orthographic features http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:3667 Wed 07 Apr 2021 13:34:40 AEST ]]> Dramatic flow in interactive 3D narrative http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:3611 Wed 07 Apr 2021 13:34:36 AEST ]]> A fully automated CAD system using multi-category feature selection with restricted recombination http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:3598 Wed 07 Apr 2021 13:34:35 AEST ]]> Visual tools for analysing evolution, emergence, and error in data streams http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:3599 Wed 07 Apr 2021 13:34:35 AEST ]]> Online group deliberation for the elicitation of shared values to underpin decision making http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:3560 Wed 07 Apr 2021 13:34:32 AEST ]]> Key public sector individuals as ICT change agents : An analysis of Australian and German experience http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:3479 Wed 07 Apr 2021 13:34:26 AEST ]]> Internet security applications of the Munn rings http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:3453 Wed 07 Apr 2021 13:34:24 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 ]]> A stochastic version of Expectation Maximization algorithm for better estimation of Hidden Markov Model http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:2122 Wed 07 Apr 2021 13:33:11 AEST ]]> A polynomial ring construction for the classification of data http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:2108 Wed 07 Apr 2021 13:33:10 AEST ]]> Cayley graphs as classifiers for data mining : The influence of asymmetries http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:1932 Wed 07 Apr 2021 13:32:59 AEST ]]> A constraint-based evolutionary learning approach to the expectation maximization for optimal estimation of the hidden Markov model for speech signal modeling http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:1779 Wed 07 Apr 2021 13:32:51 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 ]]> An interaction framework for scenario-based three dimensional environments http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:1446 Wed 07 Apr 2021 13:32:31 AEST ]]> Visualizing association rules for feedback within the legal system http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:1406 Wed 07 Apr 2021 13:32:28 AEST ]]> The automated identification and description of clusters for categorical data using conditional probabilities http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:1405 Wed 07 Apr 2021 13:32:28 AEST ]]> Using association and overlapping time window approach to detect drug reaction signals http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:1404 Wed 07 Apr 2021 13:32:28 AEST ]]> A variable initialization approach to the EM algorithm for better estimation of the parameters of hidden Markov Model based acoustic modeling of speech signals http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:1402 Wed 07 Apr 2021 13:32:27 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 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 ]]> A Hybrid algorithm for estimation of the parameters of Hidden Markov Model based acoustic modeling of speech signals using constraint-based genetic algorithm and expectation maximization http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:1367 Wed 07 Apr 2021 13:32:25 AEST ]]> A CAD system using clustering and novel feature extraction technique http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:1364 Wed 07 Apr 2021 13:32:25 AEST ]]> A rule based plagiarism detection using decision tree http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:1355 Wed 07 Apr 2021 13:32:24 AEST ]]> An evolutionary neural learning algorithm for offline cursive handwriting words with hamming network lexicon http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:1354 Wed 07 Apr 2021 13:32:24 AEST ]]> A hybrid evolutionary algorithm for multi category feature selection in breast cancer recognition http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:1362 Wed 07 Apr 2021 13:32:24 AEST ]]> A hybrid approach for feature and architecture selection in online handwriting recognition http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:1361 Wed 07 Apr 2021 13:32:24 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 ]]> Task decomposition for the problem of alphabetic character recognition http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:1346 Wed 07 Apr 2021 13:32:23 AEST ]]> An experiment in task decomposition and ensembling for a modular artificial neural network http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:1345 Wed 07 Apr 2021 13:32:23 AEST ]]> Designing a decision module for modular artificial neural networks http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:1344 Wed 07 Apr 2021 13:32:23 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 ]]> An argumentation-based multi-agent system for e-tourism dialogue http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:1264 Wed 07 Apr 2021 13:32:17 AEST ]]> A formal description of ontology change in OWL http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:1263 Wed 07 Apr 2021 13:32:17 AEST ]]> Managing ontology evolution : Capturing the semantics of change http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:1262 Wed 07 Apr 2021 13:32:17 AEST ]]> DOWL : A dynamic ontology language http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:1261 Wed 07 Apr 2021 13:32:17 AEST ]]> Structured reasoning to support deliberative dialogue http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:537 Wed 07 Apr 2021 13:31:28 AEST ]]> Discovering interesting association rules from legal databases http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:430 Wed 07 Apr 2021 13:31:20 AEST ]]> A new scoring system in Cystic Fibrosis : Statistical tools for database analysis - A preliminary report http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:379 Wed 07 Apr 2021 13:31:16 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 ]]> 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 ]]> 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 ]]> Modular neural network design for the problem of alphabetic character recognition http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:278 Wed 07 Apr 2021 13:31:09 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 ]]> 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 ]]> 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 ]]> MRF model based unsupervised color textured image segmentation using multidimensional spatially variant finite mixture model http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:4333 Tue 27 Apr 2021 16:04:56 AEST ]]> 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 ]]> Hybrids of support vector machine wrapper and filter based framework for malware detection http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:12818 Thu 18 Jan 2024 13:34:30 AEDT ]]> A modular framework for multi category feature selection in digital mammography http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:1363 Thu 15 Apr 2021 16:51:34 AEST ]]> A fully automated breast cancer recognition system using discrete-gradient based clustering and multi category feature selection http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:326 Mon 15 May 2023 12:58:47 AEST ]]> ICT change agents: Global actors in financial services technology projects http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:4097 Mon 10 Jul 2023 14:42:39 AEST ]]>