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Date: 2013
Type: Text
Identifier: http://researchonline.federation.edu.au/vital/access/HandleResolver/1959.17/60577
Description: Objective: This article addresses the problem of determining optimal sequences of tests for the clinical assessment of cardiac autonomic neuropathy (CAN) We investigate the accuracy of using only one ... More
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Date: 2013
Type: Text
Identifier: http://researchonline.federation.edu.au/vital/access/HandleResolver/1959.17/61886
Description: The present article continues the investigation of constructions essential for applications of combinatorial semigroups to the design of multiple classification systems in data mining. Our main theore... More
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Date: 2013
Type: Text
Identifier: http://researchonline.federation.edu.au/vital/access/HandleResolver/1959.17/33951
Description: Cardiovascular autonomic neuropathy (CAN) is a serious and well known complication of diabetes. Previous articles circumvented the problem of missing values in CAN data by deleting all records and fie... More
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Date: 2012
Type: Text
Identifier: http://researchonline.federation.edu.au/vital/access/HandleResolver/1959.17/45832
Description: This article is devoted to the investigation and comparison of several important machine learning algorithms in their ability to obtain multilabel classifications of the stages of cardiac autonomic ne... More
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Date: 2012
Type: Text
Identifier: http://researchonline.federation.edu.au/vital/access/HandleResolver/1959.17/68711
Description: This article is devoted to experimental investigation of a novel application of a clustering technique introduced by the authors recently in order to use robust and stable consensus functions in infor... More
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Date: 2012
Type: Text
Identifier: http://researchonline.federation.edu.au/vital/access/HandleResolver/1959.17/60541
Description: Large outliers break down linear and nonlinear regression models. Robust regression methods allow one to filter out the outliers when building a model. By replacing the traditional least squares crite... More
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Date: 2012
Type: Text
Identifier: http://researchonline.federation.edu.au/vital/access/HandleResolver/1959.17/60694
Description: This article is devoted to an empirical investigation of performance of several new large multi-tier ensembles for the detection of cardiac autonomic neuropathy (CAN) in diabetes patients using sub-se... More
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Date: 2012
Type: Text
Identifier: http://researchonline.federation.edu.au/vital/access/HandleResolver/1959.17/63531
Description: Abstract We introduce a new construction involving Rees matrix semigroups and max-plus algebras that is very convenient for generating sets of centroids. We describe completely all optimal sets of cen... More
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Date: 2012
Type: Text
Identifier: http://researchonline.federation.edu.au/vital/access/HandleResolver/1959.17/44888
Description: This article is devoted to large multi-tier ensemble classifiers generated as ensembles of ensembles and applied to phishing websites. Our new ensemble construction is a special case of the general an... More
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Date: 2012
Type: Text
Identifier: http://researchonline.federation.edu.au/vital/access/HandleResolver/1959.17/45921
Description: We investigate and compare several rule-based classifiers and meta classifiers in their ability to obtain multi-class classifications of cardiac autonomic neuropathy (CAN) and its progression. The bes... More
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Date: 2011
Type: Journal article
Identifier: http://researchonline.federation.edu.au/vital/access/HandleResolver/1959.17/44364
Description: Max-plus alegbras and more general semirings have many useful applications and have been actively investigated. On the other hand, structural matrix rings are also well known and have been considered ... More
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Date: 2011
Type: Text
Identifier: http://researchonline.federation.edu.au/vital/access/HandleResolver/1959.17/69150
Description: The aim of the present article is to obtain a theoretical result essential for applications of combinatorial semigroups for the design of multiple classification systems in data mining. We consider a ... More
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Date: 2011
Type: Text
Identifier: http://researchonline.federation.edu.au/vital/access/HandleResolver/1959.17/56863
Description: The max-plus algebra is well known and has useful applications in the investigation of discrete event systems and affine equations. Structural matrix rings have been considered by many authors too. Th... More
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Date: 2010
Type: Text
Identifier: http://researchonline.federation.edu.au/vital/access/HandleResolver/1959.17/57027
Description: The detection of Distributed Denial of Service (DDos) attacks is very important for maintaining the security of networks and the Internet. This paper introduces a novel iterative consensus process bas... More
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Date: 2010
Type: Text
Identifier: http://researchonline.federation.edu.au/vital/access/HandleResolver/1959.17/64665
Description: This article investigates internet commerce security applications of a novel combined method, which uses unsupervised consensus clustering algorithms in combination with supervised classification meth... More
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