http://researchonline.federation.edu.au/vital/access/manager/Index ${session.getAttribute("locale")} 5 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 ]]> 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 ]]> 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 ]]> 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 ]]> 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 ]]> 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 ]]> 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 ]]> 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 ]]> 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 ]]> 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 ]]> 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 ]]> 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 ]]> 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 ]]> 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 ]]> 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 ]]> 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 ]]> 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 ]]> 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 ]]> Case based web services http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:4364 Wed 07 Apr 2021 13:43:49 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 ]]> 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 ]]> 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 ]]> 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 ]]> 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 ]]> 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 ]]> 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 ]]> 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 ]]> 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 ]]> 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 ]]> 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 ]]> 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 ]]> 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 ]]> Editorial http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:3381 Wed 07 Apr 2021 13:34:21 AEST ]]> A study of the use of structured reasoning frameworks for improving students' reasoning quality http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:3027 Wed 07 Apr 2021 13:34:04 AEST ]]> Automated opinion detection : Implications of the level of agreement between human raters http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:2874 Wed 07 Apr 2021 13:33:54 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 ]]> AWSum - Data mining for insight http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:2125 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 ]]> Deliberative discourse and reasoning from generic argument structures http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:1961 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 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 ]]> 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 ]]> 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 ]]> 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 ]]> 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 ]]> 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 ]]> 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 ]]> 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 ]]> 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 ]]> 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 ]]> 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 ]]> DOWL : A dynamic ontology language http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:1261 Wed 07 Apr 2021 13:32:17 AEST ]]> Dynamical systems described by relational elasticities with applications to global optimization http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:1191 Wed 07 Apr 2021 13:32:14 AEST ]]> An argumentation shell for supporting the development and drafting of legal arguments http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:959 Wed 07 Apr 2021 13:31:57 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 ]]> 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 ]]> A fuzzy derivative approach to classification of outcomes from the ADRAC database http://researchonline.federation.edu.au/vital/access/manager/Repository/vital:541 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 ]]> 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 ]]> 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 ]]> 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 ]]> 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 ]]> 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 ]]>