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 ]]> 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 ]]> 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 ]]> Analytics service oriented architecture for enterprise information systems http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:12303 Wed 07 Apr 2021 14:00:34 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 ]]> Handbook of research on demand-driven web services : Theory, technologies, and applications http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:11996 Wed 07 Apr 2021 13:57:17 AEST ]]> A theoretical foundation of demand driven web services http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:11916 Wed 07 Apr 2021 13:57:12 AEST ]]> AWSum -Combining classification with knowledge acquisition http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:11003 Wed 07 Apr 2021 13:56:19 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 ]]> 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 Wed 07 Apr 2021 13:54:52 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 ]]> 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 ]]> Technologies for supporting reasoning communities and collaborative decision making: Cooperative approaches http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:6870 Wed 07 Apr 2021 13:46:25 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 ]]> Approaches for community decision making and collective reasoning: Knowledge technology support http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:5899 Wed 07 Apr 2021 13:45:28 AEST ]]> Machine learning algorithms for analysis of DNA data sets http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:5898 Wed 07 Apr 2021 13:45:28 AEST ]]> Applications of machine learning for linguistic analysis of texts http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:5891 Wed 07 Apr 2021 13:45:28 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 ]]> 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 Wed 07 Apr 2021 13:44:50 AEST ]]> Experimental investigation of clasification algorithms for ITS dataset http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:5184 Wed 07 Apr 2021 13:44:49 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 ]]> 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 ]]> Demand driven web services http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:5055 Wed 07 Apr 2021 13:44:39 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 ]]> 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 ]]> Explicit representations of reasoning to support deliberation within groups http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:4876 Wed 07 Apr 2021 13:44:26 AEST ]]> A semantic method to information extraction for decision support systems http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:4866 Wed 07 Apr 2021 13:44:25 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 ]]> 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 ]]> 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 ]]> 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 ]]> Novel weighting in single hidden layer feedforward neural networks for data classification http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:4724 Wed 07 Apr 2021 13:44:15 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 ]]> 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 ]]> 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 ]]> 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 ]]> Using psycholinguistic features for profiling first language of authors http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:4659 Wed 07 Apr 2021 13:44:10 AEST ]]> 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 Wed 07 Apr 2021 13:44:10 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 ]]> 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 ]]> Case based web services http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:4364 Wed 07 Apr 2021 13:43:49 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 ]]> 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 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 ]]> 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 ]]> A novel canonical dual computational approach for prion AGAAAAGA amyloid fibril molecular modeling http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:4259 Wed 07 Apr 2021 13:43:42 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 ]]> 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 ]]> Learning parse-free event-based features for textual entailment recognition http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:3838 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 ]]> 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 ]]> A reasoning community perspective on deliberate democracy http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:3818 Wed 07 Apr 2021 13:34:51 AEST ]]> A case for the re-use of community reasoning http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:3817 Wed 07 Apr 2021 13:34:51 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 ]]> Tools for placing legal decision support systems on the world wide web http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:3755 Wed 07 Apr 2021 13:34:47 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 ]]> On the limitations of scalarisation for multi-objective reinforcement learning of Pareto fronts http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:3742 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 ]]> The impact of semantic class identification and semantic role labeling on natural language answer extraction http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:3735 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 ]]> 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 ]]> 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 ]]> 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 ]]> 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 ]]> 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 ]]> 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 ]]> 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 ]]> 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 ]]> 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 ]]> 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 ]]>