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Using multisource machine learning to map Prosopis glandulosa in the Griekwastadarea

Researcher: Wessel Bonnet, University of the Witwatersrand, Johannesburg
Supervisors: Elhadi Adam and Turgay Çelik, University of …
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Identifying themes in online harassment using text analytics

Researcher:  Miss Safiyyah Ismail, The University of the Witwatersrand
Supervisor: Professor Rod Alence, University of the …
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Supervised versus Semi-supervised Machine Learning in the search for new Physics with the ATLAS data

Researcher: Lindiwe Malobola, University of the Witwatersrand, Johannesburg
Supervisor: Professor Bruce Mellado, University of the Witwatersrand, …
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The Impact of Initialization Strategies on the K-Means Convergence

Researchers: Tshauambea Murendeni, University of Venda
Supervisor: Ms Nothabo Ndebele, University of the Witwatersrand, Johannesburg Clustering …
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Deep Machine Learning in the search for new bosons at the Large Hadron Collider”

Researcher: Nkateko Baloyi, University of the Witwatersrand, Johannesburg
Supervisors: Professor Bruce Mellado, University of the Witwatersrand, …
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Population Density and National-Level Governance in Africa

Researcher: Pranish Desai, University of the Witwatersrand, Johannesburg
Supervisor: Professor Rod Alence, University of the Witwatersrand, …
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The use of machine learning to extract a physics model from ATLAS experiment at the LHC

Researcher: Thanyani Gumani, University of Venda
Supervisor: Professor Bruce Mellado, University of the Witwatersrand, Johannesburg The …
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Automated Text Analysis as an Exploratory Aid to Traditional Content Analysis

Researcher: Thomas Lancaster, University of the Witwatersrand, Johannesburg
Supervisor: Professor Rod Alence, University of the Witwatersrand, …
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Fingerprint Image Compression using DCT-based Algorithms

Researcher: Promise Magoma, University of Venda
Supervisors: Dr Farai Mlambo, University of the Witwatersrand, Johannesburg The …
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Text Mining and the TRC: An inquiry into methodological viability

Researcher: Joshua Nel, University of the Witwatersrand, Johannesburg
Supervisor: Professor Rod Alence, University of the Witwatersrand, …
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Computational Techniques to Predict ICD10 and Diagnosis Code from Native Pathology Images

Researcher: Tshinanne Mbedzi, University Venda
Supervisor: Professor Turgay Çelik and Dr Michael Klipin, University of the …
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Applying Machine Learning to Gamma-Hadron Separation in Gamma-Ray Astronomy

Researcher: Johannah Moepi, University of the Witwatersrand, Johannesburg
Supervisor: Professor Nukri Komin, University of the Witwatersrand, …
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Stock Market Forecasting using Wavelet Neural Networks

Researcher: Kgaugelo Mphahlele, University of The Witwatersrand, Johannesburg
Supervisor: Dr Farai Mlambo, University of the Witwatersrand, …
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Of Tigers and Lions: Exploring Sino-African Aid relations in Sub-Saharan Africa

Researcher: Elishua Ngoma, University of The Witwatersrand, Johannesburg
Supervisor: Professor Rod Alence, University of the Witwatersrand, …
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Contrasting trained Wavelet Neural Networks with an application to bankruptcy prediction in banks

Researcher: Mamphaga Ratshilengo, University of Venda, Johannesburg
Supervisor: Dr Farai Mlambo, University of the Witwatersrand, Johannesburg …
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Wind Speed Forecasting Using Long Short-Term Memory (LSTM) Networks

Researcher: Sindisiwe Zulu, University of the Witwatersrand, Johannesburg
Supervisor: Mr Rendani Mbuvha, University of the Witwatersrand, …
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Credit Card Fraud Detection using Machine Learning

Researcher: Seleme Shoky, University of Venda
Supervisor: Dr Farai Mlambo, University of the Witwatersrand, Johannesburg Each …
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The development of Extreme Learning Machine with di-lepton data from the ATLAS detector at the LHC

Researcher: Makgoka Nkoana, University of the Witwatersrand, Johannesburg
Supervisor: Dr Farai Mlambo, University of the Witwatersrand, …
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Comparative Analysis of Logistic Regression over Homomorphically Encrypted Data and Decrypted Data

Researcher: Linhle Mbombo, University of Venda
Supervisor: Professor Augustine Munagi and Professor Turgay Çelik, University of …
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Understanding The Jet Activities In Association With The Dileptons Using Machine Learning Techniques With The Use Of The ATLAS Detector At LHC

Researcher: Mashaka Molepo, University of Venda
Supervisor: Professor Bruce Mellado, University of the Witwatersrand, Johannesburg The …
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Market Fraction Hypothesis: Application to the South African Financial Market

Researchers: Patrick Mthisi, University of the Witwatersrand, Johannesburg
Supervisor: Dr Yudhvir Seetharam, University of the Witwatersrand, …
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Deep Learning & Its Application To Searches Beyond The Standard Model With The ATLAS Detector At The Large Hadron Collider

Researcher: Asiphe Mzaza, University of the Witwatersrand, Johannesburg
Supervisors: Prof. Bruce Mellado, University of the Witwatersrand, …
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Survival Analysis: Modelling Time to Event Data with Time Varying Features using Survival Trees and Forests

Researcher: Andisani Nemavhola, University of Venda
Supervisors: Dr Justine Nasejje, University of the Witwatersrand, Johannesburg This …
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Using text mining on reviews of Accommodation establishments on TripAdvisor to draw insights on perceived South African weather

Researcher: Subhashini Pillay, University of the Witwatersrand, Johannesburg
Supervisors: Dr Jennifer Fitchett, University of the Witwatersrand, …
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Bank Credit Card Default Prediction Using Machine Learning Techniques

Researcher: Nompumelelo Sibiya, University of the Witwatersrand, Johannesburg
Supervisors: Mr Rendani Mbuvha, University of the Witwatersrand, …
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“They Steal Our Jobs”: An analysis of Group Threat Theory toward immigrants. A case study of South Africa and the European Refugee Crisis

Researcher: Yasmin Sizwe, University of the Witwatersrand, Johannesburg
Supervisors: Professor Rod Alence, University of the Witwatersrand, …
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Reviews & Ratings: Do they match?

Researcher: Olatomiwa Akinlaja, Sol Plaatje University
Supervisor: Dr M.S Mosia, Sol Plaatje University Reviews and ratings …
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Describing the magnitude spectrum with symbolic notation in musical chords

Researcher: Ruan Jean du Randt, University of Pretoria
Supervisor: Dr. Ritesh Ajoodha, University of the Witwatersrand, …
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How adequate is access to Ante-Natal Care for South African women in public hospitals

Researcher: Babalwa N.C. Dingiswayo, University of the Witwatersrand, Johannesburg
Supervisors: Mr Michael Jana and Prof. Rod …
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The prevalence and probability of hypertension among youth 15-34 years old, in South Africa

Researcher: Lucas Banda, University of the Witwatersrand, Johannesburg
Supervisor: Prof. Nicole de Wet-Billings, University of the …
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The Relationship Between Climate Change and Human Fertility

Researcher: Ayrton Altorio, University of the Witwatersrand, Johannesburg
Supervisor: Prof. Nicole de Wet-Billings, University of the …
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Surveying informal settlements in the Gauteng province using Machine Learning

Researcher: Ronewa Nemalili, University of the Witwatersrand, Johannesburg
Supervisor: Professor Bruce Mellado, University of the Witwatersrand, …
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Attention-based LSTM algorithm with ARIMA on wavelet denoised Bitcoin prices

Researcher: Ndamulelo Innocent Nelwamondo, University of the Witwatersrand, Johannesburg
Supervisor: Dr Farai Mlambo, University of the …
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Event classification for gamma-hadron separation for H.E.S.S

Researcher: WandileLesejane, University of the Witwatersrand, Johannesburg
Supervisor: Prof Nukri Komin, University of the Witwatersrand, Johannesburg …
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Customer churn prediction in telecoms industry using random forest

Researcher: Fortune Mhlanga, University of the Witwatersrand, Johannesburg
Supervisor: Dr Wilbert Chagwiza, University of the Witwatersrand, …
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Credit Card Default Payment Prediction using Random Forest

Researcher: Thanganedzo Beverly Mashamba, University Venda
Supervisor: Dr W Chagwiza, University of the Witwatersrand, Johannesburg Lending …
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Predicting Insurance Claims Fraud using Random Forest

Researcher: Khanya May, University of the Witwatersrand, Johannesburg
Supervisor: Dr Wilbert Chagwiza, University of the Witwatersrand, …
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Investigation of supervised learning methods to classify cell types from single-cell RNA sequencing data

Researcher: Warren Freeborough, University of the Witwatersrand, Johannesburg
Supervisors: Prof. Terence van Zyl, University of Johannesburg …
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Modelling Gold Production Using Sigmoid Models

Researcher: Ignitious Chauke, University of Venda
Supervisor: Dr Caston Sigauke, University of Venda This study approximate …
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Electoral Accountability in South Africa

Researcher: Leslie Dwolatzky, University of the Witwatersrand, Johannesburg
Supervisor: Prof. Rod Alence, University of the Witwatersrand, …
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Prediction of Lightning in South Africa using an LSTM Neural Network Model using Historical Lightning Data

Researcher: Yaseen Essa , University of the Witwatersrand, Johannesburg
Supervisors: Dr Ritesh Ajoodah and Dr Hugh …
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Rural Governance and Financial Inclusion: Does Rural Governance Matter in the Financial Inclusion in Developing Countries

Researcher: Takunda Pfigu, University of the Witwatersrand, Johannesburg
Supervisor: Dr Nyasha Mahonye, University of the Witwatersrand, …
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Optimisation of hybrid neural network techniques used for stock market predictions

Researcher: Mohammad Rehman, University of the Witwatersrand, Johannesburg
Supervisor: Dr Wilbert Chagwiza, University of the Witwatersrand, …
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The classification and clustering of bank telemarketing data using extreme gradient boost and k-prototype techniques

Researcher: Tselahale Serongwa, University of the Witwatersrand, Johannesburg
Supervisor: Dr Wilbert Chagwiza, University of the Witwatersrand, …
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Forecasting Accuracy Comparison of Various Machine Learning and Statistical Models on Stock Market Price Movements

Researcher: Ruan Pretorius, University of the Witwatersrand, Johannesburg
Supervisors: Prof. Terence van Zyl, University of Johannesburg …
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Medicare fraud detection using extreme g radient boosted machines (XGBoost)

Researcher: Sheena Phillip, University of the Witwatersrand, Johannesburg
Supervisor: Dr Wilbert Chagwiza, University of the Witwatersrand, …
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Measuring the South African Financial Cycle using Wavelet Analysis

Researcher: By Kabo Phage, University of the Witwatersrand, Johannesburg
Supervisor: Prof. Gregory Farrell, University of the …
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Random Forest Model for Stock Prediction Based on Fundamental Analysis

Researcher: Rinae Tshivhidzo, University of the Witwatersrand, Johannesburg
Supervisor: Dr Wilbert Chagwiza, University of the Witwatersrand, …
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International arms exports: rhetoric vs reality

Researcher: Rosa Manoim, University of the Witwatersrand, Johannesburg
Supervisor: Dr Michelle Small, University of the Witwatersrand, …
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Stock Market Prediction Using Recurrent Neural Network Based on Time Series Forecasting

Researcher: Neo Matsobane, University of the Witwatersrand, Johannesburg
Supervisor: Dr Wilbert Chagwiza, University of the Witwatersrand, …
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South African Unemployment Rate Forecasting: A Machine Learning Bayesian Approach

Researcher: Nkosenhle Mdluli, University of the Witwatersrand, Johannesburg
Supervisors: Rudzani Mulaudzi and Dr Ritesh Ajoodha, University …
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Corruptions influence on the production of renewable energy in countries between 2000 and 2018

Researcher: Christina Meletakos, University of the Witwatersrand, Johannesburg
Supervisors: Prof. Rod Alence and Dr Ekeminiabasi Eyita-Okon, …
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News Bias and Fairness in Emerging Markets

Researcher: Gift Mahlatse Mphahlele, University of the Witwatersrand, Johannesburg
Supervisor: TBA This study aimed to investigate …
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My Health Information, My Privacy

Researcher: Tshilisanani Mudau, University Venda
Supervisor: Dr Michael Klipin and Prof. Hima Vadapalli, University of the …
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Detecting potential genes that contribute towards development of mental health disorder: Schizophrenia

Researcher: Mutobvu Ronewa, University of Limpopo
Supervisor: TBA Mental health problems encompass our overall well-being.  These …
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Evidence from West Africa that Education Aid does not Promote Educational Development

Researcher: Nnaemeka Ohamadike, University of the Witwatersrand, Johannesburg
Supervisor: Dr Ekeminiabasi Eyita-Okon, University of the Witwatersrand, …
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Support vector regression is the best method in predicting volatility of Ethereum in the next two days

Researcher: Rambevha Vhukhudo, University of Venda
Supervisor: Dr Wilbert Chagwiza, University of the Witwatersrand, Johannesburg Volatility …
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Classification and detection of plant disease using convolutional neural networks

Researcher: Tshegofatso Sekgobela, University of Limpopo
Supervisor: TBA In earlier years, deep learning, a subset of …
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Analysis of risk factors that contribute to mortality due to cancer in South Africa

Researcher: Moloko Legodi, University of Limpopo
Supervisor: TBA A report by World Health Organization support that …
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Demand and Supply Variables Leads to the Worst BTC Return Predictions

Researcher: Andre Kleynhans, University of Pretoria
Supervisor: Prof. Ritesh Ajoodha, University of the Witwatersrand, Johannesburg Bitcoin …
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Measuring police response to public protest in South Africa

Researcher: Emma Smith, University of the Witwatersrand, Johannesburg
Supervisor: Prof. Rod Alence , University of the …
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Electronic Discharge summary completion: assessing the field completion rate at the Chris Hani Baragwanath Academic Hospital as a surrogate marker of end user acceptance

Researcher: Palesa Khoza, University of the Witwatersrand, Johannesburg
Supervisor: TBA This study reviewed 18128 discharge records …
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Don’t be caught unprepared!

Researcher: Kudzai Sibanda, University of the Witwatersrand, Johannesburg
Supervisor: Dr Tapiwa Gundu, Sol Plaatje University In …
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Forecasting Monthly Rainfall using Neural Networks – A Case of Mbombela

Researcher: Naledi Mogane, University of the Witwatersrand, Johannesburg
Supervisors: Dr Ritesh Ajoodha and Dr Ashwini Jadhav, …
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Do You Have An Influence On Digital Transformation?

Researcher: Beauty Gama, , University of the Witwatersrand, Johannesburg
Supervisors: Prof. Rod Alence Prof. Sumaya Laher, …
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Effect of sampling on accuracy assessment in remote sensing

Researcher: Tshepiso Rangongo, University of Pretoria
Supervisor: Renate Thiede and Dr Inger Fabris-Rotelli, University of Pretoria …
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Risk reduction in mining projects using Kriging and Gaussian Simulation

Researcher: Shalati Baloyi, University of the Witwatersrand, Johannesburg
Supervisor: Prof. Glen Nwaila, University of the Witwatersrand, Johannesburg …
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A comparative study of Investor sentiment index and machine learning techniques in forecasting asset prices

Researcher: Sizo Mosibi, University of the Witwatersrand, Johannesburg
Supervisor: Prof. Yudhvir Seetharam, University of the Witwatersrand, …
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Why does data on election violence only include fatal incidents?

Researcher:  Stuart Morrison, University of the Witwatersrand, Johannesburg
Supervisor: Prof, Rod Alence, University of the Witwatersrand, …
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Uncertainty Quantification in Global PGM Production using Stochastic and Machine Learning Forecasting Algorithms

Researcher: Kelly Langa, University of the Witwatersrand, Johannesburg
Supervisor: Prof. G Nwaila, University of the Witwatersrand, …
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Investigation of building blocks of fish swarm to Imitate in robotic device

Researcher: Mukondeleli Nengwani, Sol Plaatje University
Supervisor: Dr Colin Chibaya, Sol Plaatje University Animals have a …
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Studies In Supervised Machine Learning for Stock Price Prediction

Researcher: Costa Muthai, University of Venda
Supervisor: Dr Martins Aramsowna, University of Venda Internet and Web …
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Elements of a bird inspired Swarm Intelligence Ontology for controlling robotic devices

Researcher: Mawela Vhutshilo, Sol Plaatje University
Supervisor: Dr. Colin Chibaya, Sol Plaatje University It has taken …
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Volatility estimate of Telkom shares under GARCH models

Researcher:  Wandile Nhlapho, University of Venda
Supervisor: Dr Jean-Claude Ndogmo, University of Venda The study compares the performance …
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Battery as the source of energy

Researcher:  Mbabala Tshimangadzo, University of Venda
Supervisors: Dr. N.E Maluta , Prof. R.R Maphanga Mr. R.S Dima, University …
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Determining & Understanding Student Engagement Levels on Online Educational Platforms

Researcher:  Eli Nimy, Sol Plaatje University
Supervisor: Dr Moeketsi Mosia, Sol Plaatje University In recent times, universities have …
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Aspects of simulated ant agents for creating an ant-inspired ontology

Researcher:  Shirindi Ntshuxeko, Sol Plaatje University
Supervisor: Dr Colin Chibaya, Sol Plaatje University A formal knowledge domain has …
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From Above the Sky to Below the Earth: Crop type classification using satellite imagery and deep learning

Researcher: Yusuf Mansoor, University of the Witwatersrand, Johannesburg
Supervisor: Prof Adam Elhadi, University of the Witwatersrand, …
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Solving electricity crisis in SA

Researcher:  Kgothatso Makubyane, University of Limpopo
Supervisor: Dr Caston Sigauke, University of Venda According to Council for Scientific …
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Automatic Karyotyping using Image Semantic Segmentation to Separate Overlapping Chromosomes

Researcher:  Boineelo Sekori, Sol Plaatje University
Supervisors:  Dr Albert Whata, Sol Plaatje University This study aims to …
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An Investigation into the Design of Bee-inspired Swarm Intelligence Ontology

Researcher:  Mukhethwa Mulangaphuma, Sol Plaatje University
Supervisor: Dr Colin Chibaya, Sol Plaatje University Swarm robotics is an AI …
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Shutting it down: The Relationship between Regime Types and Internet Shutdowns during Elections

Researcher:  Nerissa Muthayan, University of the Witwatersrand, Johannesburg
Supervisor:  Prof. Rod Alence, University of the Witwatersrand, Johannesburg The …
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Parallel Algorithm for Genotype Data

Researcher:  Taryn Michael, Sol Plaatje University
Supervisor:  Prof. Scott Hazelhurst, University of the Witwatersrand, Johannesburg Genotype data …
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Does Entrepreneurial support influence entrepreneurial intentions in South Africa?

Researcher:  Tshegofatso Kgomo, University of the Witwatersrand, Johannesburg
Supervisor: Prof. Rod Alence, University of the Witwatersrand, Johannesburg High …
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The Impact of Road Transport Infrastructure on Residential Real Estate Prices in the City of Johannesburg

Researcher: Kola Ijasan, University of the Witwatersrand, Johannesburg
Supervisor: Dr Babatunde Oluwayomi, University of the Witwatersrand, …
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Does poverty cause terrorism?

Researcher:  Lulamile Mtebeni, University of the Witwatersrand, Johannesburg
Supervisor: Prof. Rod Alence, University of the Witwatersrand, Johannesburg This …
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Determinants of Age at First Marriage Among Women in South Africa

Researcher: Malahlane Komane, University of Limpopo
Supervisor: Dr Alphonce Bere, University of Venda The study uses a recursive …
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Regression Model Using Organic Solar Cells Materials

Researcher:  Percival Shimange, University of the Witwatersrand, Johannesburg
Supervisor: Dr R Maluta, University of Venda Our environment’s …
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Prediction of breast cancer using machine learning algorithms

Researcher:  Sedzani Ndou, University of Venda
Supervisors:  Prof. O. Olugbenga Breast cancer is a deadly disease mostly in …
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Issuing of loans is associated with risks

Researcher: Merriam Thoka, University of Limpopo
Supervisor: Dr Hairong Bau, University of the Witwatersrand, Johannesburg Tree-based …
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Assessing Financing for Climate Change Mitigation and Adaptation for Developing Countries

Researcher:  Puseletso Maile, University of the Witwatersrand, Johannesburg
Supervisor:  Prof. Rod Alence, University of the Witwatersrand, Johannesburg In …
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Application of Machine Learning Algorithms for Rainfall Forecasting in KwaZulu Natal Province, South Africa

Researcher:  Jeremiah Ogunniyi, Sol Plaatje University
Supervisor:  Dr Ibidun Obagbuwa , Sol Plaatje University This study applied three …
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Climate Change and Agricultural Production in Developing Countries

Researcher:  Tshepiso Segone, University of the Witwatersrand, Johannesburg
Supervisor:  Prof. Rod Alence, University of the Witwatersrand, Johannesburg

Agricultural development …
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International Commitments and domestic enforcement against drugs

Researcher:  Raquel Baeta, University of the Witwatersrand, Johannesburg
Supervisor:  Dr Oliver Westerwinter, University of the Witwatersrand, Johannesburg State …
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Evaluating banking customer churn Deep Learning model (Deep Neural Network) in terms of explainability

Researcher: Hlayisani Khoza, University of Limpopo
Supervisor: Dr Hairong Bau, University of the Witwatersrand, Johannesburg In …
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Good Governance is the Driving Force for Participation Amongst IGO’s & TGI’s

Researcher: Octavia Ndlovu, University of the Witwatersrand, Johannesburg
Supervisor: Prof. Oliver Westerwinter, University of the Witwatersrand, …
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The own-race bias effect in South Africa

Researcher: Inonge Lupinda, University of the Witwatersrand, Johannesburg
Supervisors: Dr Colin Tredoux, University of Cape Town …
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Analysing and Tracking the Evolution of South Africa’s Foreign Policy in the Democratic Era Through Parliamentary Debate

Researcher: Katherine Bebington, University of the Witwatersrand, Johannesburg
Supervisor: Prof. Rod Alence, University of the Witwatersrand, …
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Discrimination of Signal-Background Events with Supervised and Weakly Supervised Learning in the Search for New Bosons Decaying to Z + y Final State

Researcher: Nkateko Baloyi, University of the Witwatersrand, Johannesburg
Supervisors: Prof. Bruce Mellado and Dr Xifeng Ruan, …
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Predicting Particle Fineness in a Cement Mill

Researcher: Rowan Lange, University of the Witwatersrand, Johannesburg
Supervisors: Prof. Anton van Wyk, Dr. Terence van …
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Prediction of Customer Churn in Telecommunication using Machine Learning Algorithms

Researcher: Perlate Diala, University of the Witwatersrand, Johannesburg
Supervisor: Dr. Hairong Wang Loss of customers in …
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The use of machine learning in the search for di-photons in association with missing energy

Researcher: Theodore Cwere Gaelejwe, University of the Witwatersrand, Johannesburg
Supervisor: Prof. Bruce Mellado The Large Hadron …
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Indigenous Women Moving From Physical to Digital Fires: The Evolution of Methods of Transmission of Indigenous Knowledge

Researcher: Khanyisile Yolanda Ntsenge, University of the Witwatersrand, Johannesburg
Supervisors: Dr Constance Khupe and Prof. Rod …
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Academic Journals

Academic Journals

Bonnet, W. & Celik, T. 2021. Random Sampling-Based Relative. IEEE Geoscience and Remote Sensing Letters. 9321136:1–4.Byamugisha, J., Saib, W., Gaelejwe, …
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