Mining continuous classes using evolutionary computing

Get full text
Get full text

End-to-End Autonomous Quadcopter using Reinforcement Learning by Chawa, Mohamed Marwan

“…Addressing this challenge will require developing RL algorithms that can either adapt to these variations online or learn from a diverse set of training environments. …”
Get full text
Get full text

Investigating the use of ray tracing for signal-level radar simulation in space monitoring applications: a comparison of radio propagation models by Martin, Mogamat Yaaseen

“…This work thus aimed to investigate and design possible tools that could be used for training, testing and research purposes, and thereby aid further study in the field. …”
Get full text

A machine learning hybrid approach to forecasting equity returns volatility: A South African perspective. by Tloubatla, Tabataba Simon

“…This research considered daily prices of the JSE ALSI from January 2004 to December 2022, where 80% of the dataset was used for training purposes and 20% was used for testing purposes. …”
Get full text

Robust star identification using a neural network by Burger, Andries

Get full text

Learning decentralized policies with incremental reinforcement learning, reward shaping and self-play learning. by Bakambana, Jeremie

Get full text

Evaluating image classification techniques on ASTER data for lithological discrimination in the Barberton Greenstone Belt, Mpumalanga, South Africa by Kemp, Jacobus Nicholas, Zietsman, H. L., Stevens, G.

Get full text

Probabilistic tree transducers for grammatical error correction by Buys, Jan Moolman

Get full text

Scaling multi-agent reinforcement learning to eleven aside simulated robot soccer by Smit, Andries

Get full text

Radio Frequency Interference: Simulations for Radio Interferometry Arrays by Finlay, Chris

“…Unfortunately, due to the lack of training data for which the true RFI contamination is known, it is impossible to reliably train and compare machine learning algorithms for RFI excision on radio telescope arrays currently. …”
Get full text

Distributed autonomous intersection management with neuro-evolution by Cherry, Matthew P

“…Neuro-Evolution has shown promise in the field of controller development, due to its ability to develop complex behaviour without a need for any labelled training data. It has been applied previously in car controller generation, across many fields. …”
Get full text

Phonene-based topic spotting on the switchboard corpus by Theunissen, M. W. (Marthinus Wilhelmus)

Get full text

Decision tree development for land cover classification in the Eastern Cape by Verhulp, Julie Katherine

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

An Epileptic Seizure Detection Method from EEG Signals based on a Classifier-Driven Feature Reduction Technique by Kamel, Raymond N.

“…This thesis work aims to develop a robust and stable algorithm for epileptic seizure detection through the classification of EEG signals. …”
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

Model-free intelligent Control for anti-lock braking systems on rough terrain

Get full text
Get full text

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

Get full text
Get full text