GSM based Communication-Sensor (CommSense) System by Bhatta, Abhishek

“…We have compared two widely accepted supervised learning algorithms, called Support Vector Machines (SVM) and Multi-Layer Perceptron (MLP). …”
Get full text

Designing a hyperinstrument with gesture interface for musical performance by Cronje, Mario

Get full text

Computer vision-based automated cow lameness estimation using machine learning and synthetic data

Get full text
Get full text

Deep learning based methods for tuberculosis cough classification by Frost, Geoffrey

Get full text

Implementation of fast airborne synthetic aperture radar simulation by Kao, Hui-Shun

“…Since nowadays the modem aircraft may be fitted with SAR facility, the aim of this dissertation is to develop fast algorithms for a fast or real-time like SAR simulator which could aid in airplane pilot training. …”
Get full text

Evaluating digital image correlation speckle pattern quality using finite element‑based displacement fields by Phukubye, Noko Sekolo

Get full text

Development of a decision-support tool for implementing circular value creation structures using machine learning and a digital ecosystem by Walter, Selina

Get full text

A robust intelligent readiness framework for ransomware forensics

Get full text
Get full text
Get full text

Application of convolutional neural networks to building segmentation in aerial images by Olaleye, Kayode Kolawole, Stellenbosch University. Faculty of Science. Dept. of Mathematical Sciences. Division Applied Mathematics.

Get full text

User Profiling through Zero-Permission Sensors and Machine Learning by ElHussiny, Ahmed

“…We then pass this processed training data through machine learning algorithms, enabling accurate user profiling without the need for explicit information gathering. …”
Get full text
Get full text

Fusion of phoneme recognisers for South African English by Strydom, George Wessel

Get full text

Reduced order modeling techniques for mesh movement as applied to fluid structure interactions

Get full text
Get full text

Wheat and triticale whole grain near infrared hyperspectral imaging for protein, moisture and kernel hardness quantification by Orth, Sebastian Helmut

Get full text

Advanced process monitoring using wavelets and non-linear principal component analysis

Get full text
Get full text

Quantum Machine Learning Applied to Astronomical Datasets by Slabbert, Donovan Michael

Get full text

Practical Lane Detection for Medium-to-High Density Traffic in Unstructured or Partially Occluded Roads by Shehata, Bola Marei Kamel, M. Sc.

“…Develop a framework for a new research topic: The Practical-Lane Detection. 2. Develop an algorithm to model practical-lanes based on vehicles observed on the road with respect to a reference car. 3. …”
Get full text
Get full text

Predicting mire distribution using species distribution models (SDMs) and GISc : a case study of the Prince Edward Islands (PEIs)

Get full text

Utilization of artificial neural networks to resolve chemical kinetics in turbulent fine structures of an advanced CFD combustion model by Laubscher, Ryno

Get full text

Design of a centrifugal compressor impeller for micro gas turbine application by Van der Merwe, Bosman Botha

Get full text

Hydraulic Data Preprocessing for Anomaly Based Intrusion Detection on SCADA Level of Water Treatment Systems by Mboweni, Ignitious

“…The best performance was achieved when the preprocessed dataset was randomly split into training and testing, yielding a significant improvement in accuracy, F1 score and time to detection for both algorithms used in the study, namely Fine Tree and Boosted Trees Ensemble.…”
Get full text