http://researchonline.federation.edu.au/vital/access/manager/Index ${session.getAttribute("locale")} 5 Optimal rees matrix constructions for analysis of data http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:4936 Wed 24 Jul 2019 17:02:54 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 24 Jul 2019 16:34:29 AEST ]]> Derivative-free optimization and neural networks for robust regression http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:4807 Wed 24 Jul 2019 15:06:08 AEST ]]> A technique for ranking friendship closeness in social networking services http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:6913 Wed 24 Jan 2018 10:07:55 AEDT ]]> Attribute weighted Naive Bayes classifier using a local optimization http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:5114 Wed 17 Jul 2019 16:27:26 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 17 Jul 2019 14:15:35 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 12 Apr 2017 09:52:17 AEST ]]> Profiling phishing activity based on hyperlinks extracted from phishing emails http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:12761 Wed 10 Jul 2019 12:42:49 AEST ]]> A classification algorithm that derives weighted sum scores for insight into disease http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:2282 Wed 08 Nov 2017 07:25:48 AEDT ]]> Understanding victims of identity theft: A grounded theory approach http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:5166 Wed 08 Nov 2017 07:25:41 AEDT ]]> The processes of ICT diffusion in technology projects http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:2911 Wed 08 Nov 2017 07:22:22 AEDT ]]> 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 08 Nov 2017 07:16:55 AEDT ]]> 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 08 Nov 2017 07:16:24 AEDT ]]> From convex to nonconvex: A loss function analysis for binary classification http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:3906 Wed 08 Nov 2017 07:06:14 AEDT ]]> Understanding victims of identity theft: Preliminary insights http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:3848 Wed 08 Nov 2017 07:06:07 AEDT ]]> Optimization and matrix constructions for classification of data http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:4262 Wed 08 Nov 2017 07:04:11 AEDT ]]> 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 08 Nov 2017 07:01:02 AEDT ]]> Applying clustering and ensemble clustering approaches to phishing profiling http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:3578 Wed 08 Nov 2017 07:00:24 AEDT ]]> A comparison of machine learning algorithms for multilabel classification of CAN http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:4897 Wed 08 Nov 2017 06:52:37 AEDT ]]> From lexical entailment to recognizing textual entailment using linguistic resources http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:3572 Wed 08 Nov 2017 06:49:06 AEDT ]]> 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 08 Nov 2017 06:48:42 AEDT ]]> Integrating online social networks with e-Commerce : A CBR approach http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:5090 Wed 08 Nov 2017 06:47:04 AEDT ]]> An application of consensus clustering for DDoS attacks detection http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:4669 Wed 08 Nov 2017 06:46:39 AEDT ]]> Optimization of classifiers for data mining based on combinatorial semigroups http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:3898 Wed 08 Nov 2017 06:45:38 AEDT ]]> 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 08 Nov 2017 06:43:31 AEDT ]]> 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 08 Nov 2017 06:43:03 AEDT ]]> Performance evaluation of multi-tier ensemble classifiers for phishing websites http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:4887 Wed 08 Nov 2017 06:42:08 AEDT ]]> Adaptive clustering with feature ranking for DDoS attacks detection http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:3851 Wed 08 Nov 2017 06:38:34 AEDT ]]> Deliberative discourse and reasoning from generic argument structures http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:1961 Wed 06 Mar 2019 15:22:26 AEDT ]]> An application of novel clustering technique for information security http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:4692 Wed 05 Apr 2017 10:50:31 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 03 Jan 2018 16:17:36 AEDT ]]> Online group deliberation for the elicitation of shared values to underpin decision making http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:3560 Tue 29 Oct 2019 15:32:29 AEDT ]]> Novel weighting in single hidden layer feedforward neural networks for data classification http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:4724 Tue 26 Mar 2019 14:21:33 AEDT ]]> Application of rank correlation, clustering and classification in information security http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:4708 Tue 26 Mar 2019 10:24:03 AEDT ]]> Hybrids of support vector machine wrapper and filter based framework for malware detection http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:12818 Tue 24 Apr 2018 16:00:59 AEST ]]> Handbook of research on demand-driven web services : Theory, technologies, and applications http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:11996 Tue 21 Nov 2017 15:10:42 AEDT ]]> Optimization of multiple classifiers in data mining based on string rewriting systems http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:2275 Tue 16 Oct 2018 13:51:33 AEDT ]]> A data mining application of the incidence semirings http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:5337 Tue 16 Oct 2018 12:02:12 AEDT ]]> A reasoning community perspective on deliberate democracy http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:3818 Tue 13 Feb 2018 11:26:50 AEDT ]]> 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 Tue 12 Dec 2017 16:48:07 AEDT ]]> A reasoning framework for decision making in water allocation: a tree for water http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:4702 Tue 11 Apr 2017 10:08:25 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 ]]> 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 ]]> 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 Thu 30 Aug 2018 16:43:53 AEST ]]> A novel canonical dual computational approach for prion AGAAAAGA amyloid fibril molecular modeling http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:4259 Thu 28 Mar 2019 15:26:01 AEDT ]]> 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 Thu 28 Mar 2019 14:11:40 AEDT ]]> Reinforcement learning approach to AIBO robot's decision making process in Robosoccer's goal keeper problem http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:4292 Thu 28 Mar 2019 14:03:29 AEDT ]]> Optimization of matrix semirings for classification systems http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:4285 Thu 28 Mar 2019 13:51:59 AEDT ]]> Internet security applications of Grobner-Shirvov bases http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:4340 Thu 28 Mar 2019 11:37:33 AEDT ]]> 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 Thu 28 Mar 2019 11:36:53 AEDT ]]> Case based web services http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:4364 Thu 28 Mar 2019 11:35:04 AEDT ]]> 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 Thu 24 Oct 2019 15:08:50 AEDT ]]> Approaches for community decision making and collective reasoning: Knowledge technology support http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:5899 Thu 21 Mar 2019 14:04:50 AEDT ]]> 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 Thu 20 Dec 2018 10:19:09 AEDT ]]> 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 ]]> Profiling phishing emails based on hyperlink information http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:3795 Thu 02 May 2019 16:35:45 AEST ]]> Rees matrix constructions for clustering of data http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:2363 Mon 29 Jul 2019 12:44:12 AEST ]]> Using psycholinguistic features for profiling first language of authors http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:4659 Mon 25 Mar 2019 17:10:39 AEDT ]]> A reinforcement learning approach with spline-fit object tracking for AIBO Robot's high level decision making http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:4651 Mon 25 Mar 2019 12:27:09 AEDT ]]> Child face detection using age specific luminance invariant geometric descriptor http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:4548 Mon 25 Mar 2019 11:18:20 AEDT ]]> Technologies for supporting reasoning communities and collaborative decision making: Cooperative approaches http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:6870 Mon 18 Mar 2019 11:08:26 AEDT ]]> Unsupervised segmentation of Industrial Images using Markov Random Field Model http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:4307 Mon 16 Jan 2017 23:07:18 AEDT ]]> Learning parse-free event-based features for textual entailment recognition http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:3838 Mon 16 Jan 2017 22:34:12 AEDT ]]> A Grobner-Shirshov Algorithm for Applications in Internet Security http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:4778 Mon 16 Jan 2017 19:10:53 AEDT ]]> 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 Mon 16 Jan 2017 18:14:01 AEDT ]]> ICT change agents: Global actors in financial services technology projects http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:4097 Mon 16 Jan 2017 17:23:19 AEDT ]]> Detection of child exploiting chatsfrom a mixed chat dataset as a text classification task http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:5207 Mon 16 Jan 2017 16:52:37 AEDT ]]> 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 Mon 16 Jan 2017 15:13:25 AEDT ]]> 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 Mon 16 Jan 2017 14:51:04 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 ]]> Applications of machine learning for linguistic analysis of texts http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:5891 Mon 16 Jan 2017 11:39:14 AEDT ]]> Hybrid wrapper-filter approaches for input feature selection using Maximum Relevance-Minimum Redundancy and Artificial Neural Network Input Gain Measurement Approximation (ANNIGMA) http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:4799 Mon 16 Jan 2017 10:51:37 AEDT ]]> Editorial http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:3381 Mon 16 Jan 2017 10:47:03 AEDT ]]> A case for the re-use of community reasoning http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:3817 Mon 12 Feb 2018 15:32:01 AEDT ]]> A theoretical foundation of demand driven web services http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:11916 Mon 11 Sep 2017 16:10:31 AEST ]]> Internet security applications of the Munn rings http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:3453 Mon 01 Apr 2019 12:05:26 AEDT ]]> 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 Mon 01 Apr 2019 11:08:43 AEDT ]]> A formula for multiple classifiers in data mining based on Brandt semigroups http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:1781 Fri 26 Oct 2018 14:31:39 AEDT ]]> 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 Fri 26 Oct 2018 14:29:50 AEDT ]]> The impact of frame semantic annotation levels, frame-alignment techniques, and fusion methods on factoid answer processing http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:1802 Fri 26 Oct 2018 13:00:12 AEDT ]]> Workload coverage through nonsmooth optimization http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:1807 Fri 26 Oct 2018 12:40:28 AEDT ]]> Automated opinion detection : Implications of the level of agreement between human raters http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:2874 Fri 26 Jul 2019 14:24:46 AEST ]]> Demand driven web services http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:5055 Fri 26 Jul 2019 12:05:40 AEST ]]> Can shallow semantic class information help answer passage retrieval? http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:3571 Fri 26 Apr 2019 16:31:08 AEST ]]> Experimental investigation of three machine learning algorithms for ITS dataset http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:3581 Fri 26 Apr 2019 16:27:56 AEST ]]> Establishing phishing provenance using orthographic features http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:3667 Fri 26 Apr 2019 16:23:32 AEST ]]> Weblogs for market research : Finding more relevant opinion documents using system fusion http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:2333 Fri 26 Apr 2019 15:09:23 AEST ]]> A new loss function for robust classification http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:12249 Fri 24 Aug 2018 14:39:23 AEST ]]> Performance evaluation of multivariate non-normal process using metaheuristic approaches http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:6150 Fri 23 Mar 2018 16:35:43 AEDT ]]> Hybrids of support vector machine wrapper and filter based framework for malware detection http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:12688 Fri 23 Mar 2018 16:34:14 AEDT ]]> Detection of CAN by ensemble classifiers based on Ripple Down rules http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:4775 Fri 22 Mar 2019 11:34:41 AEDT ]]> Illicit image detection using erotic pose estimation based on kinematic constraints http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:4773 Fri 22 Mar 2019 11:32:24 AEDT ]]> Empirical investigation of consensus clustering for large ECG data sets http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:4776 Fri 22 Mar 2019 11:03:16 AEDT ]]> Illicit image detection : An MRF model based stochastic approach http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:4772 Fri 22 Mar 2019 11:02:25 AEDT ]]> A polynomial ring construction for the classification of data http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:2108 Fri 22 Feb 2019 16:01:36 AEDT ]]> Group structured reasoning for coalescing group decisions http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:1960 Fri 08 Mar 2019 12:43:16 AEDT ]]> Analytics service oriented architecture for enterprise information systems http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:12303 Fri 02 Nov 2018 16:45:10 AEDT ]]> Constructing an inter-post similarity measure to differentiate the psychological stages in offensive chats http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:9621 Fri 02 Nov 2018 16:43:41 AEDT ]]> Group decision making in health care : A case study of multidisciplinary meetings http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:10776 Fri 02 Nov 2018 16:42:18 AEDT ]]> Cayley graphs as classifiers for data mining : The influence of asymmetries http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:1932 Fri 01 Mar 2019 16:52:29 AEDT ]]>