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Date: 2013
Type: Text
Identifier: http://researchonline.federation.edu.au/vital/access/HandleResolver/1959.17/59808
Description: The Naive Bayes classifier is a popular classification technique for data mining and machine learning. It has been shown to be very effective on a variety of data classification problems. However, the... More
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Date: 2013
Type: Text
Identifier: http://researchonline.federation.edu.au/vital/access/HandleResolver/1959.17/67206
Description: The steady growth of the Internet, sophisticated digital image processing technology, the cheap availability of storage devices and surfer's ever-increasing interest on images have been contributing t... More
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Date: 2013
Type: Text
Identifier: http://researchonline.federation.edu.au/vital/access/HandleResolver/1959.17/57468
Description: With the advent of the Internet along with sophisticated digital image processing technology, the Internet quickly became the principal medium for the distribution of pornographic content favouring po... 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/1959.17/61242
Description: Integrating online social networks (OSN) with e-commerce is a part of Enterprise 2.0 and social media and is of significance for development of e-commerce and online social networking services. Howeve... 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: Text
Identifier: http://researchonline.federation.edu.au/vital/access/HandleResolver/1959.17/32212
Description: In software engineering, the re-use concept is a design principle that improves efficency, quality and maintainability by ensuring that software artifacts are developed once and re-used may times. In ... More
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Date: 2011
Type: Text
Identifier: http://researchonline.federation.edu.au/vital/access/HandleResolver/1959.17/39830
Description: This chapter describes some of the current approaches to delibertative democracy and the considers them from the perspective of a reasoning community framework. This approach highlights important task... 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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