http://researchonline.federation.edu.au/vital/access/manager/Index ${session.getAttribute("locale")} 5 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 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 ]]> 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 ]]> 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 ]]> 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 ]]> 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 ]]> 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 ]]> 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 ]]> 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 web-based Narrative construction environment http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:3744 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 ]]> 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 ]]> 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 ]]> 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 ]]> 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 ]]> 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 ]]> Opinion search in web logs http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:3616 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 ]]> A within-frame ontological extension on FrameNet : Application in predicate chain analysis and question answering http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:3614 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 ]]> 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 ]]> 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 ]]> 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 ]]> 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 ]]> Can shallow semantic class information help answer passage retrieval? http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:3571 Wed 07 Apr 2021 13:34:33 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 ]]> System development a la MODDE http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:2936 Wed 07 Apr 2021 13:33:58 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 scenario-based learning environment for critical care nursing http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:1635 Wed 07 Apr 2021 13:32:45 AEST ]]> Scenario-based learning environments http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:1634 Wed 07 Apr 2021 13:32:44 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 ]]> The integration of narrative and argumentation for a scenario-based learning environment in law http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:1581 Wed 07 Apr 2021 13:32:41 AEST ]]> Web-based decision support for structured reasoning in health http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:1582 Wed 07 Apr 2021 13:32:41 AEST ]]> Analysis of the Australian credit database http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:1554 Wed 07 Apr 2021 13:32:38 AEST ]]> Asymmetrical dependence test for intermarket influence analysis http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:1522 Wed 07 Apr 2021 13:32:36 AEST ]]> Intermarket influence analysis using asymmetrical dependence test and an application for Australia and G7 industrial countries http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:1521 Wed 07 Apr 2021 13:32:36 AEST ]]> Predicting the Australian stock market index using neural networks and exploiting dynamical swings and intermarket influences http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:1520 Wed 07 Apr 2021 13:32:36 AEST ]]> A hybrid question answering schema using encapsulated semantics in lexical resources http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:1501 Wed 07 Apr 2021 13:32:35 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 ]]> Risk : Drug therapy versus adverse drug reaction. A case study approach with consumer, medical and expert views http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:1498 Wed 07 Apr 2021 13:32:34 AEST ]]> Insights into consumer decisions surrounding adverse drug reactions : Some preliminary results http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:1497 Wed 07 Apr 2021 13:32:34 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 ]]> 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 Australian interest rate swap markets http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:1458 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 ]]> 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 ]]> 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 ]]> 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 ]]> 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 ]]> 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 ]]> 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 ]]> 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 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 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 ]]> 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 ]]> 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 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 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 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 ]]> 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 ]]> 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 ]]> 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 ]]> 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 ]]> 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 ]]> 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 ]]> 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 ]]> 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 ]]> 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 ]]>