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 ]]> Group decision making in health care : A case study of multidisciplinary meetings http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:10776 Wed 07 Apr 2021 13:56:08 AEST ]]> A technique for ranking friendship closeness in social networking services http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:6913 Wed 07 Apr 2021 13:46:27 AEST ]]> Understanding victims of identity theft: A grounded theory approach http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:5166 Wed 07 Apr 2021 13:44:48 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 ]]> 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 ]]> 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 ]]> 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 ]]> 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 ]]> 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 ]]> 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 ]]> An application of consensus clustering for DDoS attacks detection http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:4669 Wed 07 Apr 2021 13:44:11 AEST ]]> Toward computer mediated elicitation of a community's core values for sustainable decision making http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:4477 Wed 07 Apr 2021 13:43:57 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 ]]> Optimization and matrix constructions for classification of data http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:4262 Wed 07 Apr 2021 13:43:42 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 ]]> 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 ]]> 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 ]]> Adaptive clustering with feature ranking for DDoS attacks detection http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:3851 Wed 07 Apr 2021 13:34:54 AEST ]]> Understanding victims of identity theft: Preliminary insights http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:3848 Wed 07 Apr 2021 13:34:54 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 ]]> 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 ]]> 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 ]]> 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 ]]> 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 web-based Narrative construction environment http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:3744 Wed 07 Apr 2021 13:34:46 AEST ]]> New traceability codes and identification algorithm for tracing pirates http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:3743 Wed 07 Apr 2021 13:34:46 AEST ]]> AWSum - applying data mining in a health care scenario http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:3738 Wed 07 Apr 2021 13:34:46 AEST ]]> Weblogs for market research : Improving opinion detection using system fusion http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:3736 Wed 07 Apr 2021 13:34:45 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 ]]> 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 ]]> 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 ]]> Classification for accuracy and insight : A weighted sum approach http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:3621 Wed 07 Apr 2021 13:34:37 AEST ]]> Using corpus analysis to inform research into opinion detection in blogs http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:3617 Wed 07 Apr 2021 13:34:37 AEST ]]> Opinion search in web logs http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:3616 Wed 07 Apr 2021 13:34:37 AEST ]]> Two-step comprehensive open domain text annotation with frame semantics http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:3615 Wed 07 Apr 2021 13:34:36 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 ]]> 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 ]]> 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 ]]> Experimental investigation of three machine learning algorithms for ITS dataset http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:3581 Wed 07 Apr 2021 13:34:34 AEST ]]> Applying clustering and ensemble clustering approaches to phishing profiling http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:3578 Wed 07 Apr 2021 13:34:34 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 ]]> Rees matrix constructions for clustering of data http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:2363 Wed 07 Apr 2021 13:33:26 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 ]]> Group structured reasoning for coalescing group decisions http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:1960 Wed 07 Apr 2021 13:33:01 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 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 ]]> 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 ]]> Generic arguments : A framework for supporting online deliberative discourse http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:1633 Wed 07 Apr 2021 13:32:44 AEST ]]> A semantic approach to boost passage retrieval effectiveness for question answering http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:1502 Wed 07 Apr 2021 13:32:35 AEST ]]> Are schools of education failing the tertiary mathematics sector? http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:1468 Wed 07 Apr 2021 13:32:32 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 ]]> 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 ]]> 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 ]]> 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 ]]> DOWL : A dynamic ontology language http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:1261 Wed 07 Apr 2021 13:32:17 AEST ]]> Argumentation structures that integrate dialectical and non-dialectical reasoning http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:844 Wed 07 Apr 2021 13:31:49 AEST ]]> Applying anatomical therapeutic chemical (ATC) and critical term ontologies to Australian drug safety data for association rules and adverse event signalling http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:780 Wed 07 Apr 2021 13:31:45 AEST ]]> Predicting Australian stock market index using neural networks exploiting dynamical swings and intermarket influences http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:686 Wed 07 Apr 2021 13:31:39 AEST ]]> Decisions surrounding adverse drug reaction prescribing : Insights from consumers and implications for decision support http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:659 Wed 07 Apr 2021 13:31:37 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 ]]> 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 ]]> From lexical entailment to recognizing textual entailment using linguistic resources http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:3572 Wed 05 Jul 2023 10:18:06 AEST ]]> A classification algorithm that derives weighted sum scores for insight into disease http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:2282 Thu 20 Jul 2023 15:28:01 AEST ]]> 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 ]]> Integrating online social networks with e-Commerce : A CBR approach http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:5090 Thu 05 Jan 2023 15:27:30 AEDT ]]> Attribute weighted Naive Bayes classifier using a local optimization http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:5114 Mon 15 May 2023 11:16:23 AEST ]]> Narrative-based interactive learning environments from modelling reasoning http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:961 Fri 21 Jul 2023 09:59:27 AEST ]]>