| 2022 | CoDIT | Portfolio Optimisation Using Ulimisana Optimisation Algorithm. | Tshifhiwa Maumela, Fulufhelo V. Nelwamondo, Tshilidzi Marwala |
| 2019 | ISDA | Assessment of the ISNT Rule on Publicly Available Datasets. | Joshua Afolabi Oluwatobi, Gugulethu Mabuza-Hocquet, Fulufhelo V. Nelwamondo |
| 2019 | ISDA | The Use of Area Covered by Blood Vessels in Fundus Images to Detect Glaucoma. | Joshua Afolabi Oluwatobi, Gugulethu Mabuza-Hocquet, Fulufhelo V. Nelwamondo |
| 2017 | ACIIDS | Ethnicity Distinctiveness Through Iris Texture Features Using Gabor Filters. | Gugulethu Mabuza-Hocquet, Fulufhelo V. Nelwamondo, Tshilidzi Marwala |
| 2017 | ACIIDS | Increasing the Detection of Minority Class Instances in Financial Statement Fraud. | Stephen Obakeng Moepya, Fulufhelo V. Nelwamondo, Bhekisipho Twala |
| 2016 | SNPD | High resolution feature extraction from optical coherence tomography acquired internal fingerprint. | Rethabile Khutlang, Nontokozo P. Khanyile, Sisanda Makinana, Fulufhelo V. Nelwamondo |
| 2015 | COMPSAC | Segmentation of Forensic Latent Fingerprint Images Lifted Contact-Less from Planar Surfaces with Optical Coherence Tomography. | Rethabile Khutlang, Fulufhelo V. Nelwamondo, Ann Singh |
| 2015 | ICCCI | Measuring the Impact of Imputation in Financial Fraud. | Stephen O. Moepya, Sharat S. Akhoury, Fulufhelo V. Nelwamondo, Bhekisipho Twala |
| 2014 | ACIIDS | Iris Image Quality Assessment Based on Quality Parameters. | Sisanda Makinana, Tendani Malumedzha, Fulufhelo V. Nelwamondo |
| 2014 | ACIIDS | A Support Vector Machine Approach to Detect Financial Statement Fraud in South Africa: A First Look. | Stephen O. Moepya, Fulufhelo V. Nelwamondo, Christiaan van der Walt |
| 2014 | ICDM | Applying Cost-Sensitive Classification for Financial Fraud Detection under High Class-Imbalance. | Stephen O. Moepya, Sharat S. Akhoury, Fulufhelo V. Nelwamondo |
| 2011 | ICINCO | Improving the Performance of the Ripper in Insurance Risk Classification - A Comparitive Study using Feature Selection. | Mlungisi Duma, Bhekisipho Twala, Tshilidzi Marwala, Fulufhelo V. Nelwamondo |
| 2011 | IJCCI | Improving the Performance of the Support Vector Machine in Insurance Risk Classification - A Comparitive Study. | Mlungisi Duma, Bhekisipho Twala, Tshilidzi Marwala, Fulufhelo V. Nelwamondo |
| 2010 | CEC | Ant colony optimization for automated storage and retrieval system. | Bo Xing, Wen-jing Gao, Fulufhelo V. Nelwamondo, Kimberly Battle, Tshilidzi Marwala |
| 2010 | SMC | Intelligent travel route planning for bridge crane type of material handling equipment in cellular manufacturing. | Bo Xing, Wen-jing Gao, Kimberly Battle, Tshilidzi Marwala, Fulufhelo V. Nelwamondo |
| 2010 | SMC | Can ant algorithms make automated guided vehicle system more intelligent? | Bo Xing, Wen-jing Gao, Kimberly Battle, Tshilidzi Marwala, Fulufhelo V. Nelwamondo |
| 2010 | SMC | Ant stigmergy shop floor control architecture for intelligent product oriented manufacturing system. | Bo Xing, Wen-jing Gao, Kimberly Battle, Tshilidzi Marwala, Fulufhelo V. Nelwamondo |
| 2009 | SMC | A Fingerprint Pattern Classification Approach Based on the Coordinate Geometry of Singularities. | Ishmael S. Msiza, Brain Leke-Betechuoh, Fulufhelo V. Nelwamondo, Ntsika Msimang |
| 2008 | ICMLA | Estimating Missing Data and Determining the Confidence of the Estimate Data. | Jaisheel Mistry, Fulufhelo V. Nelwamondo, Tshilidzi Marwala |
| 2008 | ICONIP | Imputation of Missing Data Using PCA, Neuro-Fuzzy and Genetic Algorithms. | Nthabiseng Hlalele, Fulufhelo V. Nelwamondo, Tshilidzi Marwala |
| 2008 | ICONIP | Investigating Ensemble Weight and the Certainty Distributions for Indicating Structural Diversity. | Lesedi Melton Masisi, Fulufhelo V. Nelwamondo, Tshilidzi Marwala |
| 2008 | ICONIP | Investigating Demographic Influences for HIV Classification Using Bayesian Autoassociative Neural Networks. | Jaisheel Mistry, Fulufhelo V. Nelwamondo, Tshilidzi Marwala |
| 2008 | SMC | Condition monitoring of oil-impregnated paper bushings using Extension Neural Network, Gaussian Mixture and Hidden Markov Models. | Welile S. Miya, Lindokuhle Justice Mpanza, Tshilidzi Marwala, Fulufhelo V. Nelwamondo |
| 2007 | IJCNN | Water Demand Forecasting Using Multi-layer Perceptron and Radial Basis Functions. | Ishmael S. Msiza, Fulufhelo V. Nelwamondo, Tshilidzi Marwala |
| 2007 | ISNN | Handling Missing Data from Heteroskedastic and Nonstationary Data. | Fulufhelo V. Nelwamondo, Tshilidzi Marwala |
| 2007 | SMC | Artificial Neural Networks and Support Vector Machines for water demand time series forecasting. | Ishmael S. Msiza, Fulufhelo V. Nelwamondo, Tshilidzi Marwala |
| 2006 | IJCNN | Hidden Markov Models and Gaussian Mixture Models for Bearing Fault Detection Using Fractals. | Tshilidzi Marwala, Unathi Mahola, Fulufhelo V. Nelwamondo |
| 2006 | IJCNN | Improving Speaker Identification Rate Using Fractals. | Fulufhelo V. Nelwamondo, Unathi Mahola, Tshilidzi Marwala |
| 2006 | SMC | Faults Detection Using Gaussian Mixture Models, Mel-Frequency Cepstral Coefficients and Kurtosis. | Fulufhelo V. Nelwamondo, Tshilidzi Marwala |