Tshilidzi Marwala

261 papers A* 1B 49C 10Misc 1Journal 141Unranked 48

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Control parameter optimisation using the evidence framework for the ant colony optimisation algorithm. Inf. Sci. Mlungisi Duma, Bhekisipho Twala, Tshilidzi Marwala
2025	J	`jnl`	k-Means-MIND: comparing seeds without repeated k-means runs. Neural Comput. Appl. Peter O. Olukanmi, Fulufhelo Vincent Nelwamondo, Tshilidzi Marwala
2024	J	`jnl`	Optimal Electricity Load Interruption Based on Time Series Classification With Super Learner and Feature Filtering. IEEE Access Solomon Oluwole Akinola, Peter O. Olukanmi, Qing-Guo Wang, Tshilidzi Marwala
2023	J	`jnl`	A Boosted Evolutionary Neural Architecture Search for Timeseries Forecasting with Application to South African COVID-19 Cases. Int. J. Online Biomed. Eng. Solomon Oluwole Akinola, Qing-Guo Wang, Peter O. Olukanmi, Tshilidzi Marwala
2023	J	`jnl`	A Signature Transform of Limit Order Book Data for Stock Price Prediction. IEEE Access Thendo Sidogi, Wilson Tsakane Mongwe, Rendani Mbuvha, Peter O. Olukanmi, Tshilidzi Marwala
2023	—	`conf`	Heterogeneous Ensemble for Classifying Electrical Load Reduction in South Africa. IEA/AIE (2) Solomon Oluwole Akinola, Qing-Guo Wang, Peter O. Olukanmi, Tshilidzi Marwala
2023	—	`conf`	MphayaNER: Named Entity Recognition for Tshivenda. AfricaNLP Rendani Mbuvha, David Ifeoluwa Adelani, Tendani Mutavhatsindi, Tshimangadzo Rakhuhu, Aluwani Mauda, Tshifhiwa Joshua Maumela, Andisani Masindi, Seani Rananga, Vukosi Marivate, Tshilidzi Marwala
2023	J	`jnl`	MphayaNER: Named Entity Recognition for Tshivenda. CoRR Rendani Mbuvha, David Ifeoluwa Adelani, Tendani Mutavhatsindi, Tshimangadzo Rakhuhu, Aluwani Mauda, Tshifhiwa Joshua Maumela, Andisani Masindi, Seani Rananga, Vukosi Marivate, Tshilidzi Marwala
2023	J	`jnl`	The Use of Synthetic Data to Train AI Models: Opportunities and Risks for Sustainable Development. CoRR Tshilidzi Marwala, Eleonore Fournier-Tombs, Serge Stinckwich
2022	J	`jnl`	Automatic detection of outliers and the number of clusters in k-means clustering via Chebyshev-type inequalities. Neural Comput. Appl. Peter O. Olukanmi, Fulufhelo V. Nelwamondo, Tshilidzi Marwala, Bhekisipho Twala
2022	—	`conf`	Creating Synthetic Volatility Surfaces using Generative Adversarial Networks with Static Arbitrage Loss Conditions. SSCI Thendo Sidogi, Wilson Tsakane Mongwe, Rendani Mbuvha, Tshilidzi Marwala
2022	J	`jnl`	Fusing Sell-Side Analyst Bidirectional Forecasts Using Machine Learning. IEEE Access Thendo Sidogi, Wilson Tsakane Mongwe, Rendani Mbuvha, Tshilidzi Marwala
2022	J	`jnl`	Imputation of Missing Streamflow Data at Multiple Gauging Stations in Benin Republic. CoRR Rendani Mbuvha, Julien Yise Peniel Adounkpe, Wilson Tsakane Mongwe, Mandela Houngnibo, Nathaniel Newlands, Tshilidzi Marwala
2022	J	`jnl`	Neural network-based control for RRP-based networked systems under DoS attacks with power interval. Autom. Junhui Zhang, Qing-Guo Wang, Tshilidzi Marwala, Jitao Sun
2022	—	`book`	On Rationality, Artificial Intelligence and Economics Daniel Muller, Fernando Buarque, Tshilidzi Marwala
2022	J	`jnl`	Population based training and federated learning frameworks for hyperparameter optimisation and ML unfairness using Ulimisana Optimisation Algorithm. Inf. Sci. Tshifhiwa Maumela, Fulufhelo V. Nelwamondo, Tshilidzi Marwala
2022	C	`conf`	Portfolio Optimisation Using Ulimisana Optimisation Algorithm. CoDIT Tshifhiwa Maumela, Fulufhelo V. Nelwamondo, Tshilidzi Marwala
2022	—	`conf`	Probabilistic Inference of South African Equity Option Prices Under Jump-Diffusion Processes. CIFEr Wilson Tsakane Mongwe, Thendo Sidogi, Rendani Mbuvha, Tshilidzi Marwala
2022	J	`jnl`	Shadow Magnetic Hamiltonian Monte Carlo. IEEE Access Wilson Tsakane Mongwe, Rendani Mbuvha, Tshilidzi Marwala
2021	J	`jnl`	Adaptive Magnetic Hamiltonian Monte Carlo. IEEE Access Wilson Tsakane Mongwe, Rendani Mbuvha, Tshilidzi Marwala
2021	J	`jnl`	Adaptively Setting the Path Length for Separable Shadow Hamiltonian Hybrid Monte Carlo. IEEE Access Wilson Tsakane Mongwe, Rendani Mbuvha, Tshilidzi Marwala
2021	J	`jnl`	Antithetic Magnetic and Shadow Hamiltonian Monte Carlo. IEEE Access Wilson Tsakane Mongwe, Rendani Mbuvha, Tshilidzi Marwala
2021	J	`jnl`	Antithetic Riemannian Manifold And Quantum-Inspired Hamiltonian Monte Carlo. CoRR Wilson Tsakane Mongwe, Rendani Mbuvha, Tshilidzi Marwala
2021	—	`book`	Artificial Intelligence and Emerging Technologies in International Relations Bhaso Ndzendze, Tshilidzi Marwala
2021	J	`jnl`	Healing Products of Gaussian Processes. CoRR Samuel Cohen, Rendani Mbuvha, Tshilidzi Marwala, Marc Peter Deisenroth
2021	J	`jnl`	Locally Scaled and Stochastic Volatility Metropolis- Hastings Algorithms. Algorithms Wilson Tsakane Mongwe, Rendani Mbuvha, Tshilidzi Marwala
2021	J	`jnl`	Magnetic Hamiltonian Monte Carlo With Partial Momentum Refreshment. IEEE Access Wilson Tsakane Mongwe, Rendani Mbuvha, Tshilidzi Marwala
2021	—	`conf`	Nano Version Control and "Robots of Robots" - Data Driven, Regenerative Production Code. CSCI Lukasz A. Machowski, Tshilidzi Marwala
2021	J	`jnl`	Nano Version Control and Robots of Robots: Data Driven, Regenerative Production Code. CoRR Lukasz A. Machowski, Tshilidzi Marwala
2021	J	`jnl`	Predicting Higher Education Throughput in South Africa Using a Tree-Based Ensemble Technique. CoRR Rendani Mbuvha, Patience Zondo, Aluwani Mauda, Tshilidzi Marwala
2021	—	`conf`	Preservation of Manual Changes and Provenance for Data Quality using the Nano Version Control Repo. CSCI Lukasz A. Machowski, Tshilidzi Marwala
2021	B	`conf`	Stock Price Prediction Using Sentiment Analysis. SMC Thendo Sidogi, Rendani Mbuvha, Tshilidzi Marwala
2021	J	`jnl`	Utilising Partial Momentum Refreshment in Separable Shadow Hamiltonian Hybrid Monte Carlo. IEEE Access Wilson Tsakane Mongwe, Rendani Mbuvha, Tshilidzi Marwala
2021	J	`jnl`	Variations in Information Flow Patterns Following Intracranial Hypertensive Events in Traumatic Brain Injured Patients. IEEE Access Tariq Shahzad, Saqib Saleem, Tshilidzi Marwala, Khmaies Ouahada
2020	J	`jnl`	An Automatic Relevance Determination Prior Bayesian Neural Network for Controlled Variable Selection. CoRR Rendani Mbuvha, Ilyes Boulkaibet, Tshilidzi Marwala
2020	—	`book`	Artificial Intelligence in Economics and Finance Theories Tankiso Moloi, Tshilidzi Marwala
2020	A*	`conf`	Healing Products of Gaussian Process Experts. ICML Samuel Cohen, Rendani Mbuvha, Tshilidzi Marwala, Marc Peter Deisenroth
2020	J	`jnl`	Introducing Ulimisana Optimization Algorithm Based on Ubuntu Philosophy. IEEE Access Tshifhiwa Maumela, Fulufhelo V. Nelwamondo, Tshilidzi Marwala
2020	J	`jnl`	Rethinking k-means clustering in the age of massive datasets: a constant-time approach. Neural Comput. Appl. Peter O. Olukanmi, Fulufhelo V. Nelwamondo, Tshilidzi Marwala
2019	J	`jnl`	Automatic Relevance Determination Bayesian Neural Networks for Credit Card Default Modelling. CoRR Rendani Mbuvha, Ilyes Boulkaibet, Tshilidzi Marwala
2019	—	`conf`	Bayesian Automatic Relevance Determination for Feature Selection in Credit Default Modelling. ICANN (Workshop) Rendani Mbuvha, Ilyes Boulkaibet, Tshilidzi Marwala
2019	—	`book`	Handbook of Machine Learning - Volume 2: Optimization and Decision Making Handbook of Machine Learning, Volume 2 Tshilidzi Marwala, Collins Achepsah Leke
2019	J	`jnl`	Integrated Learning via Randomized Forests and Localized Regression With Application to Medical Diagnosis. IEEE Access Adeola Ogunleye, Qing-Guo Wang, Tshilidzi Marwala
2019	J	`jnl`	Precise detection of speech endpoints dynamically: A wavelet convolution based approach. Commun. Nonlinear Sci. Numer. Simul. Tanmoy Roy, Tshilidzi Marwala, Snehashish Chakraverty
2019	J	`jnl`	Relative Net Utility and the Saint Petersburg Paradox. CoRR Daniel Muller, Tshilidzi Marwala
2019	J	`jnl`	Relative rationality: Is machine rationality subjective? CoRR Tshilidzi Marwala
2019	J	`jnl`	Stochastic differential equations with imprecisely defined parameters in market analysis. Soft Comput. Sukanta Nayak, Tshilidzi Marwala, Snehashish Chakraverty
2018	—	`conf`	A Hybrid GA-PSO Adaptive Neuro-Fuzzy Inference System for Short-Term Wind Power Prediction. ICSI (1) Rendani Mbuvha, Ilyes Boulkaibet, Tshilidzi Marwala, Fernando Buarque de Lima Neto
2018	J	`jnl`	A multivariate additive noise model for complete causal discovery. Neural Networks Pramod Kumar Parida, Tshilidzi Marwala, Snehashish Chakraverty
2018	J	`jnl`	An adaptive fuzzy predictive control of nonlinear processes based on Multi-Kernel least squares support vector regression. Appl. Soft Comput. Ilyes Boulkaibet, Khaled Belarbi, Sofiane Bououden, Mohammed Chadli, Tshilidzi Marwala
2018	J	`jnl`	Blockchain and Artificial Intelligence. CoRR Tshilidzi Marwala, Bo Xing
2018	J	`jnl`	Can rationality be measured? CoRR Tshilidzi Marwala
2018	J	`jnl`	Creativity and Artificial Intelligence: A Digital Art Perspective. CoRR Bo Xing, Tshilidzi Marwala
2018	—	`book`	Handbook of Machine Learning - Volume 1: Foundation of Artificial Intelligence Handbook of Machine Learning, Volume 1 Tshilidzi Marwala
2018	J	`jnl`	On Robot Revolution and Taxation. CoRR Tshilidzi Marwala
2018	J	`jnl`	System dynamics of active and passive postural changes: Insights from principal dynamic modes analysis of baroreflex loop. Comput. Biol. Medicine Tariq Shahzad, Saqib Saleem, Saeeda Usman, Jawad Mirza, Qamar-ul Islam, Khmaies Ouahada, Tshilidzi Marwala
2018	J	`jnl`	The limit of artificial intelligence: Can machines be rational? CoRR Tshilidzi Marwala
2017	—	`conf`	A Deep Learning-Cuckoo Search Method for Missing Data Estimation in High-Dimensional Datasets. ICSI (1) Collins Leke, Alain Richard Ndjiongue, Bhekisipho Twala, Tshilidzi Marwala
2017	J	`jnl`	A Differential Evaluation Markov Chain Monte Carlo algorithm for Bayesian Model Updating. CoRR M. Sherri, Ilyes Boulkaibet, Tshilidzi Marwala, Michael I. Friswell
2017	J	`jnl`	A new T-S fuzzy model predictive control for nonlinear processes. Expert Syst. Appl. Ilyes Boulkaibet, Khaled Belarbi, Sofiane Bououden, Tshilidzi Marwala, Mohammed Chadli
2017	J	`jnl`	Altered-LiNGAM (ALiNGAM) for solving nonlinear causal models when data is nonlinear and noisy. Commun. Nonlinear Sci. Numer. Simul. Pramod Kumar Parida, Tshilidzi Marwala, Snehashish Chakraverty
2017	J	`jnl`	An efficient educational data mining approach to support e-learning. Wirel. Networks Padmaja Appalla, Venu Madhav Kuthadi, Tshilidzi Marwala
2017	J	`jnl`	Artificial Intelligence and Economic Theories. CoRR Tshilidzi Marwala, Evan Hurwitz
2017	—	`book`	Artificial Intelligence and Economic Theory: Skynet in the Market Tshilidzi Marwala, Evan Hurwitz
2017	B	`conf`	Deep learning-bat high-dimensional missing data estimator. SMC Collins Leke, Alain Richard Ndjiongue, Bhekisipho Twala, Tshilidzi Marwala
2017	J	`jnl`	Early prediction of the duration of protests using probabilistic Latent Dirichlet Allocation and Decision Trees. CoRR Satyakama Paul, Madhur Hasija, Tshilidzi Marwala
2017	—	`conf`	Ethnicity Distinctiveness Through Iris Texture Features Using Gabor Filters. ACIIDS (2) Gugulethu Mabuza-Hocquet, Fulufhelo V. Nelwamondo, Tshilidzi Marwala
2017	J	`jnl`	Fuzzy finite element model updating using metaheuristic optimization algorithms. CoRR Ilyes Boulkaibet, Tshilidzi Marwala, Michael I. Friswell, Hamed Haddad Khodaparast, Sondipon Adhikari
2017	J	`jnl`	Implications of the Fourth Industrial Age on Higher Education. CoRR Bo Xing, Tshilidzi Marwala
2017	J	`jnl`	Rational Choice and Artificial Intelligence. CoRR Tshilidzi Marwala
2017	J	`jnl`	Swarm Based Architecture for Defense Against Stealthy Attacks in Mobile Ad Hoc Network. Ad Hoc Sens. Wirel. Networks Abhishek Ranjan, Venu Madhav Kuthadi, Tshilidzi Marwala, Rajalakshmi Selvaraj
2016	J	`jnl`	Ant-based distributed denial of service detection technique using roaming virtual honeypots. IET Commun. Rajalakshmi Selvaraj, Venu Madhav Kuthadi, Tshilidzi Marwala
2016	C	`conf`	Autoencoder Networks for Water Demand Predictive Modelling. SIMULTECH Ishmael S. Msiza, Tshilidzi Marwala
2016	B	`conf`	Hybrid optimization algorithm to the problem of Distributed Generation power losses. SMC Ahmed Ali, Ilyes Boulkaibet, Bhekisipho Twala, Tshilidzi Marwala
2016	—	`conf`	Missing Data Estimation in High-Dimensional Datasets: A Swarm Intelligence-Deep Neural Network Approach. ICSI (1) Collins Leke, Tshilidzi Marwala
2016	J	`jnl`	Missing Data Estimation in High-Dimensional Datasets: A Swarm Intelligence-Deep Neural Network Approach. CoRR Collins Leke, Tshilidzi Marwala
2016	—	`conf`	Prioritising Security Tests on Large-Scale and Distributed Software Development Projects by Using Self-organised Maps. ICONIP (4) Marcos Álvares, Fernando Buarque de Lima Neto, Tshilidzi Marwala
2016	B	`conf`	Tolerance to complexity: Measuring capacity of development teams to handle source code complexity. SMC Marcos Álvares Barbosa, Fernando Buarque de Lima Neto, Tshilidzi Marwala
2015	J	`jnl`	Artificial Intelligence and Asymmetric Information Theory. CoRR Tshilidzi Marwala, Evan Hurwitz
2015	—	`conf`	Automated Detection of Human Users in Twitter. INNS Conference on Big Data Miguel A. Fernandes, Pretesh B. Patel, Tshilidzi Marwala
2015	J	`jnl`	Causal Model Analysis using Collider v-structure with Negative Percentage Mapping. CoRR Pramod Kumar Parida, Tshilidzi Marwala, Snehashish Chakraverty
2015	—	`book`	Causality, Correlation and Artificial Intelligence for Rational Decision Making Tshilidzi Marwala
2015	J	`jnl`	Finite element model updating using fish school search and volitive particle swarm optimization. Integr. Comput. Aided Eng. Ilyes Boulkaibet, Linda Mthembu, Fernando Buarque de Lima Neto, Tshilidzi Marwala
2015	J	`jnl`	Monte Carlo Dynamically Weighted Importance Sampling For Finite Element Model Updating. CoRR Daniel J. Joubert, Tshilidzi Marwala
2015	J	`jnl`	Proposition of a Theoretical Model for Missing Data Imputation using Deep Learning and Evolutionary Algorithms. CoRR Collins Leke, Tshilidzi Marwala, Satyakama Paul
2014	B	`conf`	Application of computational intelligence for Source Code classification. IEEE Congress on Evolutionary Computation Marcos Álvares Barbosa Junior, Tshilidzi Marwala, Fernando Buarque de Lima Neto
2014	—	`book`	Artificial Intelligence Techniques for Rational Decision Making Tshilidzi Marwala
2014	—	`conf`	Hybrid Technique for Frequent Pattern Extraction from Sequential Database. FICTA (1) Rajalakshmi Selvaraj, Venu Madhav Kuthadi, Tshilidzi Marwala
2014	J	`jnl`	Missing Data Prediction and Classification: The Use of Auto-Associative Neural Networks and Optimization Algorithms. CoRR Collins Leke, Bhekisipho Twala, Tshilidzi Marwala
2014	B	`conf`	Modeling after sales customer satisfaction using multinomial logistic regression insights from a South African car company. SMC Satyakama Paul, Bhekisipho Twala, Tshilidzi Marwala
2014	B	`conf`	Modeling of missing data prediction: Computational intelligence and optimization algorithms. SMC Collins Leke, Bhekisipho Twala, Tshilidzi Marwala
2014	B	`conf`	Moving towards accurate monitoring and prediction of gold mine underground dam levels. IJCNN Ali N. Hasan, Bhekisipho Twala, Tshilidzi Marwala
2014	J	`jnl`	Rational Counterfactuals. CoRR Tshilidzi Marwala
2014	—	`conf`	Underground water dam levels and energy consumption prediction using computational intelligence techniques. CIVEMSA Ali N. Hasan, Bhekisipho Twala, Tshilidzi Marwala
2013	J	`jnl`	A dynamic programming approach to missing data estimation using neural networks. Inf. Sci. Fulufhelo V. Nelwamondo, Dan Golding, Tshilidzi Marwala
2013	—	`conf`	Applications of computational intelligence for static software checking against memory corruption vulnerabilities. CICS Marcos Álvares Barbosa Junior, Tshilidzi Marwala, Fernando Buarque de Lima Neto
2013	J	`jnl`	Applying the Negative Selection Algorithm for Merger and Acquisition Target Identification. CoRR Satyakama Paul, Andreas Janecek, Fernando Buarque de Lima Neto, Tshilidzi Marwala
2013	J	`jnl`	Computational Intelligence in Used Products Retrieval and Reproduction. Int. J. Swarm Intell. Res. Wen-jing Gao, Bo Xing, Tshilidzi Marwala
2013	—	`book`	Economic Modeling Using Artificial Intelligence Methods. Tshilidzi Marwala
2013	C	`conf`	Ensemble classifier using GRG algorithm for land cover classification. ICMV Bolanle Tolulope Abe, Jaco A. Jordaan, Tshilidzi Marwala
2013	J	`jnl`	Finite Element Model Updating Using Fish School Search Optimization Method. CoRR I. Boulkabeit, Linda Mthembu, Tshilidzi Marwala, Fernando Buarque de Lima Neto
2013	J	`jnl`	Flexibly-bounded Rationality and Marginalization of Irrationality Theories for Decision Making. CoRR Tshilidzi Marwala
2013	J	`jnl`	Partial imputation of unseen records to improve classification using a hybrid multi-layered artificial immune system and genetic algorithm. Appl. Soft Comput. Mlungisi Duma, Tshilidzi Marwala, Bhekisipho Twala, Fulufhelo V. Nelwamondo
2013	—	`conf`	Predicting mine dam levels and energy consumption using artificial intelligence methods. CIES Ali N. Hasan, Bhekisipho Twala, Tshilidzi Marwala
2013	B	`conf`	Predictive modeling for default risk using a multilayered feedforward neural network with Bayesian regularization. IJCNN Innocent Sizo Duma, Bhekisipho Twala, Tshilidzi Marwala
2013	J	`jnl`	Semi-bounded Rationality: A model for decision making CoRR Tshilidzi Marwala
2013	—	`conf`	Teaching - Learning-based optimization approach for enhancing remanufacturability pre-evaluation system's reliability. SIS Wen-jing Gao, Bo Xing, Tshilidzi Marwala
2012	B	`conf`	Classification with missing data using multi-layered artificial immune systems. IEEE Congress on Evolutionary Computation Mlungisi Duma, Bhekisipho Twala, Tshilidzi Marwala, Fulufhelo Vincent Nelwamondo
2012	J	`jnl`	Common Mistakes when Applying Computational Intelligence and Machine Learning to Stock Market modelling CoRR Evan Hurwitz, Tshilidzi Marwala
2012	B	`conf`	Computational intelligence techniques for modelling an economic system. IJCNN Msizi Khoza, Tshilidzi Marwala
2012	—	`conf`	Dynamic Software Maintenance Effort Estimation Modeling Using Neural Network, Rule Engine and Multi-regression Approach. ICCSA (4) Ruchi Shukla, Mukul Shukla, Arun Kumar Misra, Tshilidzi Marwala, Willem A. Clarke
2012	—	`conf`	Influence of the auditory canal number of segments and radius variation on the outer ear frequency response. BHI Tshegofatso Thejane, Fulufhelo V. Nelwamondo, Jacoba E. Smit, Tshilidzi Marwala
2012	—	`conf`	Neural Network and Statistical Modeling of Software Development Effort. SocProS Ruchi Shukla, Mukul Shukla, Tshilidzi Marwala
2012	B	`conf`	Optimising a targeted fund of strategies using genetic algorithms. SMC Evan Hurwitz, Tshilidzi Marwala
2012	C	`conf`	Optimization of Fuzzy Inference System Field Classifiers Using Genetic Algorithms and Simulated Annealing. EANN Pretesh B. Patel, Tshilidzi Marwala
2012	B	`conf`	Optimizing risk management using NSGA-II. IEEE Congress on Evolutionary Computation Marcos Álvares Barbosa Junior, Fernando Buarque de Lima Neto, Tshilidzi Marwala
2012	J	`jnl`	Predictive Modeling with Missing Data using an Automatic Relevance Determination Ensemble: a Comparative Study. Appl. Artif. Intell. Mlungisi Duma, Bhekisipho Twala, Fulufhelo V. Nelwamondo, Tshilidzi Marwala
2012	J	`jnl`	Soft Computing in Product Recovery: A Survey Focusing on Remanufacturing System CoRR Bo Xing, Wen-jing Gao, Fulufhelo V. Nelwamondo, Kimberly Battle, Tshilidzi Marwala
2012	—	`conf`	Swarm Intelligence Supported e-Remanufacturing. ICSI (1) Bo Xing, Wen-jing Gao, Fulufhelo V. Nelwamondo, Kimberly Battle, Tshilidzi Marwala
2012	—	`conf`	TAC-RMTO: Trading Agent Competition in Remanufacture-to-Order. ICSI (2) Bo Xing, Wen-jing Gao, Fulufhelo V. Nelwamondo, Kimberly Battle, Tshilidzi Marwala
2012	—	`conf`	The Effects of Customer Perceived Disposal Hardship on Post-Consumer Product Remanufacturing: A Multi-agent Perspective. ICSI (2) Bo Xing, Wen-jing Gao, Fulufhelo V. Nelwamondo, Kimberly Battle, Tshilidzi Marwala
2012	B	`conf`	The applications of computational intelligence in radio frequency identification research. SMC Bo Xing, Wen-jing Gao, Tshilidzi Marwala
2011	—	`conf`	Adaptive Neuro Fuzzy Inference System, Neural Network and Support Vector Machine for Caller Behavior Classification. ICMLA (1) Pretesh B. Patel, Tshilidzi Marwala
2011	J	`jnl`	Ant Colony Optimization of Rough Set for HV Bushings Fault Detection CoRR J. L. Mpanza, Tshilidzi Marwala
2011	J	`jnl`	Artificial Neural Network and Rough Set for HV Bushings Condition Monitoring CoRR J. L. Mpanza, Tshilidzi Marwala
2011	J	`jnl`	Fuzzy Inference Systems Optimization CoRR Pretesh B. Patel, Tshilidzi Marwala
2011	—	`conf`	Improving the Performance of the Ripper in Insurance Risk Classification - A Comparitive Study using Feature Selection. ICINCO (1) Mlungisi Duma, Bhekisipho Twala, Tshilidzi Marwala, Fulufhelo V. Nelwamondo
2011	—	`conf`	Improving the Performance of the Support Vector Machine in Insurance Risk Classification - A Comparitive Study. IJCCI (NCTA) Mlungisi Duma, Bhekisipho Twala, Tshilidzi Marwala, Fulufhelo V. Nelwamondo
2011	J	`jnl`	Improving the performance of the ripper in insurance risk classification : A comparitive study using feature selection CoRR Mlungisi Duma, Bhekisipho Twala, Tshilidzi Marwala
2011	—	`book`	Militarized Conflict Modeling Using Computational Intelligence. Tshilidzi Marwala, Monica Lagazio
2011	—	`conf`	Optimization of the compressed air-usage in South African mines. AFRICON Ali Hassan, Khmaies Ouahada, Tshilidzi Marwala, Bhekisipho Twala
2011	J	`jnl`	Organizational adaptation to Complexity: A study of the South African Insurance Market as a Complex Adaptive System through Statistical Risk Analysis. CoRR Satyakama Paul, Bhekisipho Twala, Tshilidzi Marwala
2011	J	`jnl`	Sampling Techniques in Bayesian Finite Element Model Updating CoRR Ilyes Boulkaibet, Tshilidzi Marwala, Linda Mthembu, Michael I. Friswell, Sondipon Adhikari
2011	J	`jnl`	Single-trial EEG Discrimination between Wrist and Finger Movement Imagery and Execution in a Sensorimotor BCI CoRR Abdul-Khaaliq Mohamed, Tshilidzi Marwala, L. R. John
2011	—	`conf`	Single-trial EEG discrimination between wrist and finger movement imagery and execution in a sensorimotor BCI. EMBC Abdul-Khaaliq Mohamed, Tshilidzi Marwala, L. R. John
2011	B	`conf`	Suitability of using technical indicator-based Strategies as potential strategies within intelligent trading systems. SMC Evan Hurwitz, Tshilidzi Marwala
2011	J	`jnl`	The fuzzy gene filter: A classifier performance assesment CoRR Meir Perez, Tshilidzi Marwala
2010	B	`conf`	A Response Surface Methodology approach to operating system scheduler tuning. SMC George Anderson, Tshilidzi Marwala, Fulufhelo Vincent Nelwamondo
2010	J	`jnl`	An svm multiclassifier approach to land cover mapping CoRR Anthony Gidudu, Greg Hulley, Tshilidzi Marwala
2010	B	`conf`	Ant colony optimization for automated storage and retrieval system. IEEE Congress on Evolutionary Computation Bo Xing, Wen-jing Gao, Fulufhelo V. Nelwamondo, Kimberly Battle, Tshilidzi Marwala
2010	B	`conf`	Ant stigmergy shop floor control architecture for intelligent product oriented manufacturing system. SMC Bo Xing, Wen-jing Gao, Kimberly Battle, Tshilidzi Marwala, Fulufhelo V. Nelwamondo
2010	—	`conf`	Application of GA-Fuzzy Controller design to Automatic Generation Control. IWACI Craig D. Boesack, Tshilidzi Marwala, Fulufhelo V. Nelwamondo
2010	J	`jnl`	Application of Global and One-Dimensional Local Optimization to Operating System Scheduler Tuning CoRR George Anderson, Tshilidzi Marwala, Fulufhelo Vincent Nelwamondo
2010	J	`jnl`	Artificial Intelligence in Reverse Supply Chain Management: The State of the Art CoRR Bo Xing, Wen-jing Gao, Kimberly Battle, Tshilidzi Marwala, Fulufhelo V. Nelwamondo
2010	J	`jnl`	Caller Behaviour Classification Using Computational Intelligence Methods. Int. J. Neural Syst. Pretesh B. Patel, Tshilidzi Marwala
2010	B	`conf`	Can ant algorithms make automated guided vehicle system more intelligent? SMC Bo Xing, Wen-jing Gao, Kimberly Battle, Tshilidzi Marwala, Fulufhelo V. Nelwamondo
2010	B	`conf`	Cellular manufacturing system scheduling under fuzzy constraints: A group technology perspective. FUZZ-IEEE Bo Xing, Wen-jing Gao, Fulufhelo V. Nelwamondo, Kimberly Battle, Tshilidzi Marwala
2010	B	`conf`	Intelligent travel route planning for bridge crane type of material handling equipment in cellular manufacturing. SMC Bo Xing, Wen-jing Gao, Kimberly Battle, Tshilidzi Marwala, Fulufhelo V. Nelwamondo
2010	C	`conf`	Investigating the effects of ensemble classification on remotely sensed data for land cover mapping. IGARSS Bolanle Abe, Anthony Gidudu, Tshilidzi Marwala
2010	—	`conf`	The Fuzzy Gene Filter: An Adaptive Fuzzy Inference System for Expression Array Feature Selection. IEA/AIE (3) Meir Perez, David M. Rubin, Tshilidzi Marwala, Lesley E. Scott, Jonathan Featherston, Wendy S. Stevens
2010	—	`conf`	Two-Stage Inter-Cell Layout Design for Cellular Manufacturing by Using Ant Colony Optimization Algorithms. ICSI (1) Bo Xing, Wen-jing Gao, Fulufhelo V. Nelwamondo, Kimberly Battle, Tshilidzi Marwala
2010	J	`jnl`	Use of Data Mining in Scheduler Optimization CoRR George Anderson, Tshilidzi Marwala, Fulufhelo V. Nelwamondo
2009	—	`book`	Computational Intelligence for Missing Data Imputation, Estimation, and Management - Knowledge Optimization Techniques. Computational Intelligence for Missing Data Imputation, Estimation, and Management Tshilidzi Marwala
2009	C	`conf`	Differentially Expressed Gene Identification Based on Separability Index. ICMLA Meir Perez, Jonathan Featherston, David M. Rubin, Tshilidzi Marwala, Lesley E. Scott, Wendy S. Stevens
2009	C	`conf`	Evaluating the Impact of Missing Data Imputation. ADMA Adam Pantanowitz, Tshilidzi Marwala
2009	J	`jnl`	Finite element model selection using Particle Swarm Optimization CoRR Linda Mthembu, Tshilidzi Marwala, Michael I. Friswell, Sondipon Adhikari
2009	J	`jnl`	Foundations for a Developmental State: A case for technical education CoRR Tshilidzi Marwala
2009	C	`conf`	Genetic Algorithms, Neural Networks, Fuzzy Inference System, Support Vector Machines for Call Performance Classification. ICMLA Pretesh B. Patel, Tshilidzi Marwala
2009	J	`jnl`	Machine and component residual life estimation through the application of neural networks. Reliab. Eng. Syst. Saf. M. A. Herzog, Tshilidzi Marwala, P. Stephan Heyns
2009	—	`conf`	Random Ensemble Feature Selection for Land Cover Mapping. IGARSS (2) Anthony Gidudu, Bolanle Abe, Tshilidzi Marwala
2009	J	`jnl`	State of the Art Review for Applying Computational Intelligence and Machine Learning Techniques to Portfolio Optimisation CoRR Evan Hurwitz, Tshilidzi Marwala
2008	J	`jnl`	An Intelligent Multi-Agent Recommender System for Human Capacity Building CoRR Vukosi Ntsakisi Marivate, George Ssali, Tshilidzi Marwala
2008	J	`jnl`	Artificial Intelligence Techniques for Steam Generator Modelling CoRR Sarah Wright, Tshilidzi Marwala
2008	—	`conf`	Caller Interaction Classification: A Comparison of Real and Binary Coded GA-MLP Techniques. ICONIP (2) Pretesh B. Patel, Tshilidzi Marwala
2008	B	`conf`	Classification of web resident sensor resources using Latent Semantic Indexing and ontologies. SMC Wabo Majavu, Terence L. van Zyl, Tshilidzi Marwala
2008	B	`conf`	Computational intelligence and decision trees for missing data estimation. IJCNN George Ssali, Tshilidzi Marwala
2008	B	`conf`	Condition monitoring of oil-impregnated paper bushings using Extension Neural Network, Gaussian Mixture and Hidden Markov Models. SMC Welile S. Miya, Lindokuhle Justice Mpanza, Tshilidzi Marwala, Fulufhelo V. Nelwamondo
2008	J	`jnl`	Emergency Centre Organization and Automated Triage System CoRR Dan Golding, Linda Wilson, Tshilidzi Marwala
2008	C	`conf`	Estimating Missing Data and Determining the Confidence of the Estimate Data. ICMLA Jaisheel Mistry, Fulufhelo V. Nelwamondo, Tshilidzi Marwala
2008	—	`conf`	Imputation of Missing Data Using PCA, Neuro-Fuzzy and Genetic Algorithms. ICONIP (2) Nthabiseng Hlalele, Fulufhelo V. Nelwamondo, Tshilidzi Marwala
2008	B	`conf`	Interactive Voice Response field classifiers. SMC Pretesh B. Patel, Tshilidzi Marwala
2008	J	`jnl`	Introduction to Relational Networks for Classification CoRR Vukosi Marivate, Tshilidzi Marwala
2008	—	`conf`	Investigating Demographic Influences for HIV Classification Using Bayesian Autoassociative Neural Networks. ICONIP (2) Jaisheel Mistry, Fulufhelo V. Nelwamondo, Tshilidzi Marwala
2008	—	`conf`	Investigating Ensemble Weight and the Certainty Distributions for Indicating Structural Diversity. ICONIP (2) Lesedi Melton Masisi, Fulufhelo V. Nelwamondo, Tshilidzi Marwala
2008	J	`jnl`	Land Cover Mapping Using Ensemble Feature Selection Methods CoRR Anthony Gidudu, Bolanle Abe, Tshilidzi Marwala
2008	B	`conf`	Neuro-rough models for modelling HIV. SMC Tshilidzi Marwala, Bodie Crossingham
2008	B	`conf`	Optimised rough sets for modelling interstate conflict. SMC Bodie Crossingham, Tshilidzi Marwala, Monica Lagazio
2008	J	`jnl`	Prediction of Platinum Prices Using Dynamically Weighted Mixture of Experts CoRR Baruch Lubinsky, Bekir Genc, Tshilidzi Marwala
2008	J	`jnl`	Relationship between Diversity and Perfomance of Multiple Classifiers for Decision Support CoRR R. Musehane, F. Netshiongolwe, Fulufhelo V. Nelwamondo, Lesedi Melton Masisi, Tshilidzi Marwala
2008	B	`conf`	Simulation of retinal function A fuzzy-linear approach. SMC Meir Perez, Robert Oscar Davidson, David M. Rubin, Tshilidzi Marwala
2008	J	`jnl`	Social Learning Methods in Board Games CoRR Vukosi Ntsakisi Marivate, Tshilidzi Marwala
2008	—	`conf`	Social Learning methods in board game agents. CIG Vukosi Ntsakisi Marivate, Tshilidzi Marwala
2008	J	`jnl`	Stochastic Optimization Approaches for Solving Sudoku CoRR Meir Perez, Tshilidzi Marwala
2008	J	`jnl`	The Effect of Structural Diversity of an Ensemble of Classifiers on Classification Accuracy CoRR Lesedi Melton Masisi, Fulufhelo V. Nelwamondo, Tshilidzi Marwala
2008	J	`jnl`	The use of entropy to measure structural diversity CoRR Lesedi Melton Masisi, Fulufhelo V. Nelwamondo, Tshilidzi Marwala
2008	J	`jnl`	Using optimisation techniques for discretizing rough set partitions. Int. J. Hybrid Intell. Syst. Bodie Crossingham, Tshilidzi Marwala
2008	J	`jnl`	Water Demand Prediction using Artificial Neural Networks and Support Vector Regression. J. Comput. Ishmael S. Msiza, Fulufhelo V. Nelwamondo, Tshilidzi Marwala
2007	J	`jnl`	A Study in a Hybrid Centralised-Swarm Agent Community CoRR Bradley van Aardt, Tshilidzi Marwala
2007	J	`jnl`	An Adaptive Strategy for the Classification of G-Protein Coupled Receptors CoRR Shakir Mohamed, David M. Rubin, Tshilidzi Marwala
2007	J	`jnl`	An Independent Evaluation of Subspace Face Recognition Algorithms CoRR Dhiresh R. Surajpal, Tshilidzi Marwala
2007	J	`jnl`	Artificial Intelligence for Conflict Management CoRR E. Habtemariam, Tshilidzi Marwala, Monica Lagazio
2007	J	`jnl`	Artificial Neural Networks and Support Vector Machines for Water Demand Time Series Forecasting CoRR Ishmael S. Msiza, Fulufhelo V. Nelwamondo, Tshilidzi Marwala
2007	B	`conf`	Artificial Neural Networks and Support Vector Machines for water demand time series forecasting. SMC Ishmael S. Msiza, Fulufhelo V. Nelwamondo, Tshilidzi Marwala
2007	J	`jnl`	Autoencoder, Principal Component Analysis and Support Vector Regression for Data Imputation CoRR Vukosi Ntsakisi Marivate, Fulufhelo V. Nelwamondo, Tshilidzi Marwala
2007	J	`jnl`	Automatic Detection of Pulmonary Embolism using Computational Intelligence CoRR Simon Scurrell, Tshilidzi Marwala, David M. Rubin
2007	J	`jnl`	Bayesian Approach to Neuro-Rough Models CoRR Tshilidzi Marwala, Bodie Crossingham
2007	J	`jnl`	Bayesian approach to rough set CoRR Tshilidzi Marwala, Bodie Crossingham
2007	J	`jnl`	Bayesian training of neural networks using genetic programming. Pattern Recognit. Lett. Tshilidzi Marwala
2007	J	`jnl`	Classification of Images Using Support Vector Machines CoRR Anthony Gidudu, Greg Hulley, Tshilidzi Marwala
2007	J	`jnl`	Computational Intelligence for Condition Monitoring CoRR Tshilidzi Marwala, Christina B. Vilakazi
2007	J	`jnl`	Condition Monitoring of HV Bushings in the Presence of Missing Data Using Evolutionary Computing CoRR Sizwe M. Dhlamini, Fulufhelo V. Nelwamondo, Tshilidzi Marwala
2007	J	`jnl`	Control of Complex Systems Using Bayesian Networks and Genetic Algorithm CoRR Tshilidzi Marwala
2007	J	`jnl`	Dynamic Model Updating Using Particle Swarm Optimization Method CoRR Tshilidzi Marwala
2007	J	`jnl`	Enhancement of Noisy Planar Nuclear Medicine Images using Mean Field Annealing CoRR D. L. Falk, David M. Rubin, Tshilidzi Marwala
2007	J	`jnl`	Evolutionary Optimisation Methods for Template Based Image Registration CoRR Lukasz A. Machowski, Tshilidzi Marwala
2007	J	`jnl`	Evolving Classifiers: Methods for Incremental Learning CoRR Greg Hulley, Tshilidzi Marwala
2007	J	`jnl`	Fault Classification in Cylinders Using Multilayer Perceptrons, Support Vector Machines and Guassian Mixture Models CoRR Tshilidzi Marwala, Unathi Mahola, Snehashish Chakraverty
2007	J	`jnl`	Fault Classification using Pseudomodal Energies and Neuro-fuzzy modelling CoRR Tshilidzi Marwala, Thando Tettey, Snehashish Chakraverty
2007	J	`jnl`	Finite Element Model Updating Using Response Surface Method CoRR Tshilidzi Marwala
2007	J	`jnl`	Fuzzy Artmap and Neural Network Approach to Online Processing of Inputs with Missing Values CoRR Fulufhelo V. Nelwamondo, Tshilidzi Marwala
2007	J	`jnl`	Fuzzy and Multilayer Perceptron for Evaluation of HV Bushings CoRR Sizwe M. Dhlamini, Tshilidzi Marwala, Thokozani Majozi
2007	J	`jnl`	HMM Speaker Identification Using Linear and Non-linear Merging Techniques CoRR Unathi Mahola, Fulufhelo V. Nelwamondo, Tshilidzi Marwala
2007	—	`conf`	Handling Missing Data from Heteroskedastic and Nonstationary Data. ISNN (1) Fulufhelo V. Nelwamondo, Tshilidzi Marwala
2007	J	`jnl`	Image Classification Using SVMs: One-against-One Vs One-against-All CoRR Anthony Gidudu, Greg Hulley, Tshilidzi Marwala
2007	—	`conf`	Incremental Learning and Its Application to Bushing Condition Monitoring. ISNN (1) Christina B. Vilakazi, Tshilidzi Marwala
2007	B	`conf`	Incremental Learning for Classification of Protein Sequences. IJCNN Shakir Mohamed, David M. Rubin, Tshilidzi Marwala
2007	J	`jnl`	Learning to Bluff CoRR Evan Hurwitz, Tshilidzi Marwala
2007	B	`conf`	Learning to bluff. SMC Evan Hurwitz, Tshilidzi Marwala
2007	J	`jnl`	Machine and Component Residual Life Estimation through the Application of Neural Networks CoRR M. A. Herzog, Tshilidzi Marwala, P. Stephan Heyns
2007	J	`jnl`	Medical Image Segmentation and Localization using Deformable Templates CoRR Jonathan M. Spiller, Tshilidzi Marwala
2007	J	`jnl`	Modeling and Controlling Interstate Conflict CoRR Tshilidzi Marwala, Monica Lagazio
2007	J	`jnl`	Multi-Agent Modeling Using Intelligent Agents in the Game of Lerpa CoRR Evan Hurwitz, Tshilidzi Marwala
2007	J	`jnl`	On-Line Condition Monitoring using Computational Intelligence CoRR Christina B. Vilakazi, Tshilidzi Marwala, P. Mautla, E. Moloto
2007	B	`conf`	Online Incremental Learning for High Voltage Bushing Condition Monitoring. IJCNN Christina B. Vilakazi, Tshilidzi Marwala
2007	J	`jnl`	Option Pricing Using Bayesian Neural Networks CoRR Michael Maio Pires, Tshilidzi Marwala
2007	J	`jnl`	Predicting the Presence of Internet Worms using Novelty Detection CoRR Emil Marais, Tshilidzi Marwala
2007	J	`jnl`	Principal Component Analysis and Automatic Relevance Determination in Damage Identification CoRR L. Mdlazi, Tshilidzi Marwala, CJ Stander, Cornie Scheffer, P. Stephan Heyns
2007	J	`jnl`	Response Prediction of Structural System Subject to Earthquake Motions using Artificial Neural Network CoRR Snehashish Chakraverty, Tshilidzi Marwala, Pallavi Gupta, Thando Tettey
2007	B	`conf`	Rough Set Theory for the Treatment of Incomplete Data. FUZZ-IEEE Fulufhelo V. Nelwamondo, Tshilidzi Marwala
2007	J	`jnl`	Rough Sets Computations to Impute Missing Data CoRR Fulufhelo Vincent Nelwamondo, Tshilidzi Marwala
2007	J	`jnl`	Scalability and Optimisation of a Committee of Agents Using Genetic Algorithm CoRR Tshilidzi Marwala, Philippe De Wilde, Luís Correia, Pedro Mariano, Rita Almeida Ribeiro, Vladimir Abramov, Nick B. Szirbik, Jan Goossenaerts
2007	J	`jnl`	Using Genetic Algorithms to Optimise Rough Set Partition Sizes for HIV Data Analysis CoRR Bodie Crossingham, Tshilidzi Marwala
2007	Misc	`conf`	Using Genetic Algorithms to Optimise Rough Set Partition Sizes for HIV Data Analysis. IDC Bodie Crossingham, Tshilidzi Marwala
2007	J	`jnl`	Using Images to create a Hierarchical Grid Spatial Index CoRR Lukasz A. Machowski, Tshilidzi Marwala
2007	J	`jnl`	Using artificial intelligence for data reduction in mechanical engineering CoRR L. Mdlazi, CJ Stander, P. Stephan Heyns, Tshilidzi Marwala
2007	B	`conf`	Water Demand Forecasting Using Multi-layer Perceptron and Radial Basis Functions. IJCNN Ishmael S. Msiza, Fulufhelo V. Nelwamondo, Tshilidzi Marwala
2006	B	`conf`	An Extension Neural Network and Genetic Algorithm for Bearing Fault Classification. IJCNN Shakir Mohamed, Thando Tettey, Tshilidzi Marwala
2006	B	`conf`	Application of Feature Selection and Fuzzy ARTMAP to Intrusion Detection. SMC Christina B. Vilakazi, Tshilidzi Marwala
2006	B	`conf`	Bayesian Training of Neural Networks Using Genetic Programming. IJCNN Tshilidzi Marwala
2006	B	`conf`	Faults Detection Using Gaussian Mixture Models, Mel-Frequency Cepstral Coefficients and Kurtosis. SMC Fulufhelo V. Nelwamondo, Tshilidzi Marwala
2006	B	`conf`	Forecasting closing price indices using neural networks. SMC Pretesh B. Patel, Tshilidzi Marwala
2006	B	`conf`	Fuzzy and Multilayer Perceptron for Evaluation of HV Bushings. SMC Sizwe M. Dhlamini, Tshilidzi Marwala, Thokozani Majozi
2006	B	`conf`	Hidden Markov Models and Gaussian Mixture Models for Bearing Fault Detection Using Fractals. IJCNN Tshilidzi Marwala, Unathi Mahola, Fulufhelo V. Nelwamondo
2006	B	`conf`	Improving Speaker Identification Rate Using Fractals. IJCNN Fulufhelo V. Nelwamondo, Unathi Mahola, Tshilidzi Marwala
2006	B	`conf`	Multi-class Protein Sequence Classification Using Fuzzy ARTMAP. SMC Shakir Mohamed, David M. Rubin, Tshilidzi Marwala
2006	—	`conf`	Neural Network Applications in Advanced Aircraft Flight Control System, a Hybrid System, a Flight Test Demonstration. ICONIP (3) Fola Soares, John J. Burken, Tshilidzi Marwala
2006	—	`conf`	Neural Networks, Fuzzy Inference Systems and Adaptive-Neuro Fuzzy Inference Systems for Financial Decision Making. ICONIP (3) Pretesh B. Patel, Tshilidzi Marwala
2006	—	`conf`	Neuro-fuzzy Modeling and Fuzzy Rule Extraction Applied to Conflict Management. ICONIP (3) Thando Tettey, Tshilidzi Marwala
2006	—	`conf`	Online Forecasting of Stock Market Movement Direction Using the Improved Incremental Algorithm. ICONIP (3) Dalton D. Lunga, Tshilidzi Marwala
2006	B	`conf`	Prediction of HIV Status from Demographic Data Using Neural Networks. SMC Brain Leke-Betechuoh, Tshilidzi Marwala, Taryn Tim, Monica Lagazio
2006	—	`conf`	Time Series Analysis Using Fractal Theory and Online Ensemble Classifiers. Australian Conference on Artificial Intelligence Dalton D. Lunga, Tshilidzi Marwala
2006	B	`conf`	Using Images to create a Hierarchical Grid Spatial Index. SMC Lukasz A. Machowski, Tshilidzi Marwala
2005	B	`conf`	Artificial intelligence for conflict management. IJCNN E. Habtemariam, Tshilidzi Marwala, Monica Lagazio
2005	J	`jnl`	The Use of Genetic Algorithms and Neural Networks to Approximate Missing Data in Database. Comput. Artif. Intell. Mussa Abdella, Tshilidzi Marwala
2005	B	`conf`	Treatment of missing data using neural networks and genetic algorithms. IJCNN Mussa Abdella, Tshilidzi Marwala
2004	C	`conf`	Agent-Based Modelling: A Case Study in HIV Epidemic. HIS Eyob Teweldemedhin, Tshilidzi Marwala, Conrad Mueller
2004	—	`conf`	American option pricing using multi-layer perceptron and support vector machine. SMC (2) Michael Maio Pires, Tshilidzi Marwala
2004	B	`conf`	Modeling and controlling interstate conflict. IJCNN Tshilidzi Marwala, Monica Lagazio
2004	—	`conf`	Option pricing using a committee of neural networks and optimized networks. SMC (1) Zaheer A. Dindar, Tshilidzi Marwala
2004	—	`conf`	Representing and classifying 2D shapes of real-world objects using neural networks. SMC (7) Lukasz A. Machowski, Tshilidzi Marwala
2001	B	`conf`	Simulation of a trading multi-agent system. SMC Pedro Mariano, Alfredo Pereira, Luís Correia, Rita Almeida Ribeiro, Vladimir Abramov, Nick B. Szirbik, Jan Goossenaerts, Tshilidzi Marwala, Philippe De Wilde