Browsing by Subject "Machine Learning"
Now showing items 1-10 of 11
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Application of data mining and machine learning techniques for geohydrological datasets in South Africa
(North-West University (South Africa), 2023-10)A desktop study was conducted to research data-driven modelling techniques to classify relationships between borehole parameters and the relevant geological setting. Borehole surveying and drilling is a costly endeavour ... -
Automatic genre classification of English students' argumentative essays using support vector machines
(North-West University, 2007)Automatic text classification refers to the classification of texts according to topic. Similar to text classification is the automatic classification of texts based on stylistic aspect of texts, such as automatic genre ... -
Benign interpolation of noise in deep learning
(South African Institute of Computer Scientists and Information Technologists, 2020)The understanding of generalisation in machine learning is in a state of flux, in part due to the ability of deep learning models to interpolate noisy training data and still perform appropriately on out-of-sample data, ... -
A cloud based business intelligence framework for a cellular Internet of Things network
(North-West University (South Africa), 2020)In this research, a Business Intelligence (BI) framework for a cellu-lar Internet of Things (IoT) environment is researched, designed, im-plemented and evaluated. The BI framework provides a structure that supports development ... -
Evaluation of the performance of a machine learning lemmatiser for isiXhosa
(North-West University (South Africa) , Potchefstroom Campus, 2015)Human language resources (HLR) and applications currently available in South Africa are of a very basic nature, with lemmatisation being one of the basic. South African languages, except for English are considered ... -
First Do No Harm : Legal Principles Regulating the Future of Artificial Intelligence in Health Care in South Africa
(PER/PELJ, 2022)What sets AI systems and AI-powered medical robots apart from all other forms of advanced medical technology is their ability to operate at least to some degree autonomously from the human health care practitioner and to ... -
Identification and estimation of the extent of factors influencing maize production using images from Unmanned Aerial Systems
(North-West University (South Africa), 2021)Precision agriculture is becoming increasingly popular. From the use of automated irrigation systems to automated pesticide distribution using drones (Unmanned Aerial Systems (UASs)) spanning to yield-estimation through ... -
Improved control of compressed air networks using machine learning
(North-West University (South Africa)., 2021)Mining companies in South Africa are under financial strain and so need to minimise expenses to stay profitable. Improving the efficiency of compressed air networks could lead to a significant reduction in electricity ... -
Is the Dawn of the Robot Lawyer upon us? The Fourth Industrial Revolution and the Future of Lawyers
(PER/PELJ, 2020)The practice of law has been largely shielded from technological developments in the course of the past 50 years. While the ways in which legal professionals process and share information have evolved with new technologies ... -
Manifold Characteristics That Predict Downstream Task Performance
(Cornell University, 2022)Pretraining methods are typically compared by evaluating the accuracy of linear classifiers, transfer learning performance, or visually inspecting the representation manifold’s (RM) lowerdimensional projections. We ...