The ascent of the current industrial revolution known as Industry 4.0 (I40) or smart
manufacturing is considerably impacting the manufacturing sector with the utilization of more
intelligent and advanced practices such ...
Appraisal of the stability of a road tunnel based on microfracture distribution and total displacement of the rock mass.
In tunnelling, instability is always a major concern for the safety of people and equipment. Tunnels ...
We find ourselves in an era of intelligent machines as technology pushes the boundaries towards the fourth industrial revolution. AI is already here in disruptive narrow forms, cutting across the globe and leaving almost ...
Cloete, I; Theron, H(South African Institute of Computer Scientists and Information Technologists, 1991)
Quinlan's ID3 is a popular and efficient algorithm for inducing decision trees from concept examples, where the examples are presented as vectors of attribute-value pairs. If some attributes have integer or real domains ...
Maize (zea mays) is the staple food of Southern Africa and most of the African regions. This staple food has
been threatened by a lot of diseases in terms of its yield and existence. Within this domain, it is important ...
Nowadays human activities produce massive amounts of data everyday. It is estimated that 2.5
quintillions bytes of data are produced daily. The ability to analyse and interpret such data, usually
referred to as ‘big ...
This research study focuses on the application models of Data Mining and Machine Learning covering cellular network traffic, in the objective to arm Mobile Network Operators with full view of performance branches (Services, ...
For research in speech processing and analysis of audio content in general, extensive data sets are
required. Creating such a dataset manually turns out to be time and labour consuming, but it is a
task very suitable ...
Differential Evolution is an optimization technique of stochastic search for a population-based vector, which is powerful and efficient over a continuous space for solving differentiable and non-linear optimization problems. ...
Paijmans, H(South African Computer Society (SAICSIT), 1999)
This paper describes some experiments with the automated attribution of authorship. Lexical cohesion in combination with machine learning techniques are used as a method to compare texts of different authors. A methodology ...
The ubiquitous and swift growth of artificial intelligence (AI) coupled with the nature of the technology raises ethical risks for enterprises and for their stakeholders. Artificial intelligence's ethical risks are unlikely ...
Deep learning has successfully been applied in computer vision, including in image classification,
object recognition and detection, and in image segmentation in applications
such as remote sensing, scene understanding, ...
Brand loyalty is seen as a repeat purchase and also the ability to recommend services or products. Telecommunication service providers require loyal customers to stay in business.
The current thesis examines the impact ...
Recently, there have been various attempts to combine the strengths of
similarity-based learning (SBL) and explanation-based learning (EBL) in a single learning system.
We describe a graph-based learning method called ...
Oosthuizen, GD; Avenant, C(South African Institute of Computer Scientists and Information Technologists, 1992)
Recently, there have been various attempts to combine the strengths of similarity-based learning (SBL) and explanation-based learning (EBL) in a single learning system. We describe a graph-based learning method called ...
The recent advances of e-commerce and e-payment systems have sparked an increase in financial fraud cases such as credit card fraud. It is therefore crucial to implement mechanisms that can detect the credit card fraud. ...
As developing nations like South Africa chart a path of socio-economic
development, the spatialisation of progress, opportunity, and neglect is a critical antecedent to policy-making and regional interventionism. Efforts ...
Die doel van hierdie studie was om te bepaal tot watter mate ’n suiwer patroongebaseerde benadering tot woordafbreking bevredigende resultate lewer. Die masjienleertegnieke kunsmatige neurale netwerke, beslissingsbome en ...
The transport industry is one of the biggest contributors to air pollution, with the major air pollutants being COx, NOx, and SOx. SOx is produced by the combustion of the organic sulphur compound found in fuels, e.g. ...
Multi-channel messaging (MCM) systems have been implemented to integrate heterogeneous
messaging channels for message delivery to Financial Services Institutions (FSIs) customers
worldwide. However, implementations ...