Simulation of a trading multi-agent system. - Pedro Mariano; Alfredo Pereira; Luís Correia 001; Rita Almeida Ribeiro; Vladimir Abramov; Nick B. Szirbik; Jan Goossenaerts; Tshilidzi Marwala; Philippe De Wilde (SMC, 2001)

Agent-Based Modelling: A Case Study in HIV Epidemic. - Eyob Teweldemedhin; Tshilidzi Marwala; Conrad Mueller (HIS, 2004)

Modeling and controlling interstate conflict. - Tshilidzi Marwala; Monica Lagazio (IJCNN, 2004)

Option pricing using a committee of neural networks and optimized networks. - Zaheer A. Dindar; Tshilidzi Marwala (SMC (1), 2004)

Representing and classifying 2D shapes of real-world objects using neural networks. - Lukasz A. Machowski; Tshilidzi Marwala (SMC (7), 2004)

American option pricing using multi-layer perceptron and support vector machine. - Michael Maio Pires; Tshilidzi Marwala (SMC (2), 2004)

Treatment of missing data using neural networks and genetic algorithms. - Mussa Abdella; Tshilidzi Marwala (IJCNN, 2005)

Artificial intelligence for conflict management. - E. Habtemariam; Tshilidzi Marwala; Monica Lagazio (IJCNN, 2005)

The Use of Genetic Algorithms and Neural Networks to Approximate Missing Data in Database. - Mussa Abdella; Tshilidzi Marwala (Comput. Artif. Intell., 2005)

Time Series Analysis Using Fractal Theory and Online Ensemble Classifiers. - Dalton D. Lunga; Tshilidzi Marwala (Australian Conference on Artificial Intelligence, 2006)

Online Forecasting of Stock Market Movement Direction Using the Improved Incremental Algorithm. - Dalton D. Lunga; Tshilidzi Marwala (ICONIP (3), 2006)

Neural Networks, Fuzzy Inference Systems and Adaptive-Neuro Fuzzy Inference Systems for Financial Decision Making. - Pretesh B. Patel; Tshilidzi Marwala (ICONIP (3), 2006)

Neural Network Applications in Advanced Aircraft Flight Control System, a Hybrid System, a Flight Test Demonstration. - Fola Soares; John J. Burken; Tshilidzi Marwala (ICONIP (3), 2006)

Neuro-fuzzy Modeling and Fuzzy Rule Extraction Applied to Conflict Management. - Thando Tettey; Tshilidzi Marwala (ICONIP (3), 2006)

Hidden Markov Models and Gaussian Mixture Models for Bearing Fault Detection Using Fractals. - Tshilidzi Marwala; Unathi Mahola; Fulufhelo V. Nelwamondo (IJCNN, 2006)

An Extension Neural Network and Genetic Algorithm for Bearing Fault Classification. - Shakir Mohamed; Thando Tettey; Tshilidzi Marwala (IJCNN, 2006)

Improving Speaker Identification Rate Using Fractals. - Fulufhelo V. Nelwamondo; Unathi Mahola; Tshilidzi Marwala (IJCNN, 2006)

Fuzzy and Multilayer Perceptron for Evaluation of HV Bushings. - Sizwe M. Dhlamini; Tshilidzi Marwala; Thokozani Majozi (SMC, 2006)

Prediction of HIV Status from Demographic Data Using Neural Networks. - Brain Leke-Betechuoh; Tshilidzi Marwala; Taryn Tim; Monica Lagazio (SMC, 2006)

Using Images to create a Hierarchical Grid Spatial Index. - Lukasz A. Machowski; Tshilidzi Marwala (SMC, 2006)

Multi-class Protein Sequence Classification Using Fuzzy ARTMAP. - Shakir Mohamed; David M. Rubin; Tshilidzi Marwala (SMC, 2006)

Faults Detection Using Gaussian Mixture Models, Mel-Frequency Cepstral Coefficients and Kurtosis. - Fulufhelo V. Nelwamondo; Tshilidzi Marwala (SMC, 2006)

Forecasting closing price indices using neural networks. - Pretesh B. Patel; Tshilidzi Marwala (SMC, 2006)

Application of Feature Selection and Fuzzy ARTMAP to Intrusion Detection. - Christina B. Vilakazi; Tshilidzi Marwala (SMC, 2006)

Rough Set Theory for the Treatment of Incomplete Data. - Fulufhelo V. Nelwamondo; Tshilidzi Marwala (FUZZ-IEEE, 2007)

Using Genetic Algorithms to Optimise Rough Set Partition Sizes for HIV Data Analysis. - Bodie Crossingham; Tshilidzi Marwala (IDC, 2007)

Incremental Learning for Classification of Protein Sequences. - Shakir Mohamed; David M. Rubin; Tshilidzi Marwala (IJCNN, 2007)

Water Demand Forecasting Using Multi-layer Perceptron and Radial Basis Functions. - Ishmael S. Msiza; Fulufhelo V. Nelwamondo; Tshilidzi Marwala (IJCNN, 2007)

Online Incremental Learning for High Voltage Bushing Condition Monitoring. - Christina B. Vilakazi; Tshilidzi Marwala (IJCNN, 2007)

Handling Missing Data from Heteroskedastic and Nonstationary Data. - Fulufhelo V. Nelwamondo; Tshilidzi Marwala (ISNN (1), 2007)

Incremental Learning and Its Application to Bushing Condition Monitoring. - Christina B. Vilakazi; Tshilidzi Marwala (ISNN (1), 2007)

Learning to bluff. - Evan Hurwitz; Tshilidzi Marwala (SMC, 2007)

Artificial Neural Networks and Support Vector Machines for water demand time series forecasting. - Ishmael S. Msiza; Fulufhelo V. Nelwamondo; Tshilidzi Marwala (SMC, 2007)

Bayesian approach to rough set - Tshilidzi Marwala; Bodie Crossingham (CoRR, 2007)

An Adaptive Strategy for the Classification of G-Protein Coupled Receptors - Shakir Mohamed; David M. Rubin; Tshilidzi Marwala (CoRR, 2007)

Rough Sets Computations to Impute Missing Data - Fulufhelo Vincent Nelwamondo; Tshilidzi Marwala (CoRR, 2007)

Fault Classification in Cylinders Using Multilayer Perceptrons, Support Vector Machines and Guassian Mixture Models - Tshilidzi Marwala; Unathi Mahola; Snehashish Chakraverty (CoRR, 2007)

Bayesian Approach to Neuro-Rough Models - Tshilidzi Marwala; Bodie Crossingham (CoRR, 2007)

Medical Image Segmentation and Localization using Deformable Templates - Jonathan M. Spiller; Tshilidzi Marwala (CoRR, 2007)

Enhancement of Noisy Planar Nuclear Medicine Images using Mean Field Annealing - D. L. Falk; David M. Rubin; Tshilidzi Marwala (CoRR, 2007)

An Independent Evaluation of Subspace Face Recognition Algorithms - Dhiresh R. Surajpal; Tshilidzi Marwala (CoRR, 2007)

Fuzzy Artmap and Neural Network Approach to Online Processing of Inputs with Missing Values - Fulufhelo V. Nelwamondo; Tshilidzi Marwala (CoRR, 2007)

Control of Complex Systems Using Bayesian Networks and Genetic Algorithm - Tshilidzi Marwala (CoRR, 2007)

Predicting the Presence of Internet Worms using Novelty Detection - Emil Marais; Tshilidzi Marwala (CoRR, 2007)

HMM Speaker Identification Using Linear and Non-linear Merging Techniques - Unathi Mahola; Fulufhelo V. Nelwamondo; Tshilidzi Marwala (CoRR, 2007)

Principal Component Analysis and Automatic Relevance Determination in Damage Identification - L. Mdlazi; Tshilidzi Marwala; CJ Stander; Cornie Scheffer; P. Stephan Heyns (CoRR, 2007)

Using artificial intelligence for data reduction in mechanical engineering - L. Mdlazi; CJ Stander; P. Stephan Heyns; Tshilidzi Marwala (CoRR, 2007)

Evolutionary Optimisation Methods for Template Based Image Registration - Lukasz A. Machowski; Tshilidzi Marwala (CoRR, 2007)

Option Pricing Using Bayesian Neural Networks - Michael Maio Pires; Tshilidzi Marwala (CoRR, 2007)

Scalability and Optimisation of a Committee of Agents Using Genetic Algorithm - Tshilidzi Marwala; Philippe De Wilde; Luís Correia 001; Pedro Mariano; Rita Almeida Ribeiro; Vladimir Abramov; Nick B. Szirbik; Jan Goossenaerts (CoRR, 2007)

Finite Element Model Updating Using Response Surface Method - Tshilidzi Marwala (CoRR, 2007)

Dynamic Model Updating Using Particle Swarm Optimization Method - Tshilidzi Marwala (CoRR, 2007)

Response Prediction of Structural System Subject to Earthquake Motions using Artificial Neural Network - Snehashish Chakraverty; Tshilidzi Marwala; Pallavi Gupta; Thando Tettey (CoRR, 2007)

Fault Classification using Pseudomodal Energies and Neuro-fuzzy modelling - Tshilidzi Marwala; Thando Tettey; Snehashish Chakraverty (CoRR, 2007)

A Study in a Hybrid Centralised-Swarm Agent Community - Bradley van Aardt; Tshilidzi Marwala (CoRR, 2007)

On-Line Condition Monitoring using Computational Intelligence - Christina B. Vilakazi; Tshilidzi Marwala; P. Mautla; E. Moloto (CoRR, 2007)

Condition Monitoring of HV Bushings in the Presence of Missing Data Using Evolutionary Computing - Sizwe M. Dhlamini; Fulufhelo V. Nelwamondo; Tshilidzi Marwala (CoRR, 2007)

Computational Intelligence for Condition Monitoring - Tshilidzi Marwala; Christina B. Vilakazi (CoRR, 2007)

Multi-Agent Modeling Using Intelligent Agents in the Game of Lerpa - Evan Hurwitz; Tshilidzi Marwala (CoRR, 2007)

Automatic Detection of Pulmonary Embolism using Computational Intelligence - Simon Scurrell; Tshilidzi Marwala; David M. Rubin (CoRR, 2007)

Autoencoder, Principal Component Analysis and Support Vector Regression for Data Imputation - Vukosi Ntsakisi Marivate; Fulufhelo V. Nelwamondo; Tshilidzi Marwala (CoRR, 2007)

Evolving Classifiers: Methods for Incremental Learning - Greg Hulley; Tshilidzi Marwala (CoRR, 2007)

Classification of Images Using Support Vector Machines - Anthony Gidudu; Greg Hulley; Tshilidzi Marwala (CoRR, 2007)

Image Classification Using SVMs: One-against-One Vs One-against-All - Anthony Gidudu; Greg Hulley; Tshilidzi Marwala (CoRR, 2007)

Bayesian training of neural networks using genetic programming. - Tshilidzi Marwala (Pattern Recognit. Lett., 2007)

Social Learning methods in board game agents. - Vukosi Ntsakisi Marivate; Tshilidzi Marwala (CIG, 2008)

Estimating Missing Data and Determining the Confidence of the Estimate Data. - Jaisheel Mistry; Fulufhelo V. Nelwamondo; Tshilidzi Marwala (ICMLA, 2008)

Imputation of Missing Data Using PCA, Neuro-Fuzzy and Genetic Algorithms. - Nthabiseng Hlalele; Fulufhelo V. Nelwamondo; Tshilidzi Marwala (ICONIP (2), 2008)

Investigating Ensemble Weight and the Certainty Distributions for Indicating Structural Diversity. - Lesedi Melton Masisi; Fulufhelo V. Nelwamondo; Tshilidzi Marwala (ICONIP (2), 2008)

Investigating Demographic Influences for HIV Classification Using Bayesian Autoassociative Neural Networks. - Jaisheel Mistry; Fulufhelo V. Nelwamondo; Tshilidzi Marwala (ICONIP (2), 2008)

Caller Interaction Classification: A Comparison of Real and Binary Coded GA-MLP Techniques. - Pretesh B. Patel; Tshilidzi Marwala (ICONIP (2), 2008)

Computational intelligence and decision trees for missing data estimation. - George Ssali; Tshilidzi Marwala (IJCNN, 2008)

Optimised rough sets for modelling interstate conflict. - Bodie Crossingham; Tshilidzi Marwala; Monica Lagazio (SMC, 2008)

Classification of web resident sensor resources using Latent Semantic Indexing and ontologies. - Wabo Majavu; Terence L. van Zyl; Tshilidzi Marwala (SMC, 2008)

Neuro-rough models for modelling HIV. - Tshilidzi Marwala; Bodie Crossingham (SMC, 2008)

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 (SMC, 2008)

Interactive Voice Response field classifiers. - Pretesh B. Patel; Tshilidzi Marwala (SMC, 2008)

Simulation of retinal function A fuzzy-linear approach. - Meir Perez; Robert Oscar Davidson; David M. Rubin; Tshilidzi Marwala (SMC, 2008)

Introduction to Relational Networks for Classification - Vukosi Marivate; Tshilidzi Marwala (CoRR, 2008)

The Effect of Structural Diversity of an Ensemble of Classifiers on Classification Accuracy - Lesedi Melton Masisi; Fulufhelo V. Nelwamondo; Tshilidzi Marwala (CoRR, 2008)

Stochastic Optimization Approaches for Solving Sudoku - Meir Perez; Tshilidzi Marwala (CoRR, 2008)

An Intelligent Multi-Agent Recommender System for Human Capacity Building - Vukosi Ntsakisi Marivate; George Ssali; Tshilidzi Marwala (CoRR, 2008)

Social Learning Methods in Board Games - Vukosi Ntsakisi Marivate; Tshilidzi Marwala (CoRR, 2008)

The use of entropy to measure structural diversity - Lesedi Melton Masisi; Fulufhelo V. Nelwamondo; Tshilidzi Marwala (CoRR, 2008)

Emergency Centre Organization and Automated Triage System - Dan Golding; Linda Wilson; Tshilidzi Marwala (CoRR, 2008)

Relationship between Diversity and Perfomance of Multiple Classifiers for Decision Support - R. Musehane; F. Netshiongolwe; Fulufhelo V. Nelwamondo; Lesedi Melton Masisi; Tshilidzi Marwala (CoRR, 2008)

Artificial Intelligence Techniques for Steam Generator Modelling - Sarah Wright; Tshilidzi Marwala (CoRR, 2008)

Land Cover Mapping Using Ensemble Feature Selection Methods - Anthony Gidudu; Bolanle Abe; Tshilidzi Marwala (CoRR, 2008)

Prediction of Platinum Prices Using Dynamically Weighted Mixture of Experts - Baruch Lubinsky; Bekir Genc; Tshilidzi Marwala (CoRR, 2008)

Using optimisation techniques for discretizing rough set partitions. - Bodie Crossingham; Tshilidzi Marwala (Int. J. Hybrid Intell. Syst., 2008)

Water Demand Prediction using Artificial Neural Networks and Support Vector Regression. - Ishmael S. Msiza; Fulufhelo V. Nelwamondo; Tshilidzi Marwala (J. Comput., 2008)

Computational Intelligence for Missing Data Imputation, Estimation, and Management - Knowledge Optimization Techniques. - Tshilidzi Marwala (Computational Intelligence for Missing Data Imputation, Estimation, and Management, 2009)

Evaluating the Impact of Missing Data Imputation. - Adam Pantanowitz; Tshilidzi Marwala (ADMA, 2009)

Genetic Algorithms, Neural Networks, Fuzzy Inference System, Support Vector Machines for Call Performance Classification. - Pretesh B. Patel; Tshilidzi Marwala (ICMLA, 2009)

Differentially Expressed Gene Identification Based on Separability Index. - Meir Perez; Jonathan Featherston; David M. Rubin; Tshilidzi Marwala; Lesley E. Scott; Wendy S. Stevens (ICMLA, 2009)

Random Ensemble Feature Selection for Land Cover Mapping. - Anthony Gidudu; Bolanle Abe; Tshilidzi Marwala (IGARSS (2), 2009)

Foundations for a Developmental State: A case for technical education - Tshilidzi Marwala (CoRR, 2009)

Finite element model selection using Particle Swarm Optimization - Linda Mthembu; Tshilidzi Marwala; Michael I. Friswell; Sondipon Adhikari (CoRR, 2009)

State of the Art Review for Applying Computational Intelligence and Machine Learning Techniques to Portfolio Optimisation - Evan Hurwitz; Tshilidzi Marwala (CoRR, 2009)

Machine and component residual life estimation through the application of neural networks. - M. A. Herzog; Tshilidzi Marwala; P. Stephan Heyns (Reliab. Eng. Syst. Saf., 2009)

Ant colony optimization for automated storage and retrieval system. - Bo Xing; Wen-jing Gao; Fulufhelo V. Nelwamondo; Kimberly Battle; Tshilidzi Marwala (IEEE Congress on Evolutionary Computation, 2010)

Cellular manufacturing system scheduling under fuzzy constraints: A group technology perspective. - Bo Xing; Wen-jing Gao; Fulufhelo V. Nelwamondo; Kimberly Battle; Tshilidzi Marwala (FUZZ-IEEE, 2010)

Application of GA-Fuzzy Controller design to Automatic Generation Control. - Craig D. Boesack; Tshilidzi Marwala; Fulufhelo V. Nelwamondo (IWACI, 2010)

The Fuzzy Gene Filter: An Adaptive Fuzzy Inference System for Expression Array Feature Selection. - Meir Perez; David M. Rubin; Tshilidzi Marwala; Lesley E. Scott; Jonathan Featherston; Wendy S. Stevens (IEA/AIE (3), 2010)

Investigating the effects of ensemble classification on remotely sensed data for land cover mapping. - Bolanle Abe; Anthony Gidudu; Tshilidzi Marwala (IGARSS, 2010)

A Response Surface Methodology approach to operating system scheduler tuning. - George Anderson; Tshilidzi Marwala; Fulufhelo Vincent Nelwamondo (SMC, 2010)

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 (SMC, 2010)

Can ant algorithms make automated guided vehicle system more intelligent? - Bo Xing; Wen-jing Gao; Kimberly Battle; Tshilidzi Marwala; Fulufhelo V. Nelwamondo (SMC, 2010)

Ant stigmergy shop floor control architecture for intelligent product oriented manufacturing system. - Bo Xing; Wen-jing Gao; Kimberly Battle; Tshilidzi Marwala; Fulufhelo V. Nelwamondo (SMC, 2010)

Two-Stage Inter-Cell Layout Design for Cellular Manufacturing by Using Ant Colony Optimization Algorithms. - Bo Xing; Wen-jing Gao; Fulufhelo V. Nelwamondo; Kimberly Battle; Tshilidzi Marwala (ICSI (1), 2010)

An svm multiclassifier approach to land cover mapping - Anthony Gidudu; Greg Hulley; Tshilidzi Marwala (CoRR, 2010)

Use of Data Mining in Scheduler Optimization - George Anderson; Tshilidzi Marwala; Fulufhelo V. Nelwamondo (CoRR, 2010)

Application of Global and One-Dimensional Local Optimization to Operating System Scheduler Tuning - George Anderson; Tshilidzi Marwala; Fulufhelo Vincent Nelwamondo (CoRR, 2010)

Artificial Intelligence in Reverse Supply Chain Management: The State of the Art - Bo Xing; Wen-jing Gao; Kimberly Battle; Tshilidzi Marwala; Fulufhelo V. Nelwamondo (CoRR, 2010)

Caller Behaviour Classification Using Computational Intelligence Methods. - Pretesh B. Patel; Tshilidzi Marwala (Int. J. Neural Syst., 2010)

Optimization of the compressed air-usage in South African mines. - Ali Hassan; Khmaies Ouahada; Tshilidzi Marwala; Bhekisipho Twala (AFRICON, 2011)

Single-trial EEG discrimination between wrist and finger movement imagery and execution in a sensorimotor BCI. - Abdul-Khaaliq Mohamed; Tshilidzi Marwala; L. R. John (EMBC, 2011)

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 (ICINCO (1), 2011)

Adaptive Neuro Fuzzy Inference System, Neural Network and Support Vector Machine for Caller Behavior Classification. - Pretesh B. Patel; Tshilidzi Marwala (ICMLA (1), 2011)

Improving the Performance of the Support Vector Machine in Insurance Risk Classification - A Comparitive Study. - Mlungisi Duma; Bhekisipho Twala; Tshilidzi Marwala; Fulufhelo V. Nelwamondo (IJCCI (NCTA), 2011)

Suitability of using technical indicator-based Strategies as potential strategies within intelligent trading systems. - Evan Hurwitz; Tshilidzi Marwala (SMC, 2011)

The fuzzy gene filter: A classifier performance assesment - Meir Perez; Tshilidzi Marwala (CoRR, 2011)

Ant Colony Optimization of Rough Set for HV Bushings Fault Detection - J. L. Mpanza; Tshilidzi Marwala (CoRR, 2011)

Improving the performance of the ripper in insurance risk classification : A comparitive study using feature selection - Mlungisi Duma; Bhekisipho Twala; Tshilidzi Marwala (CoRR, 2011)

Artificial Neural Network and Rough Set for HV Bushings Condition Monitoring - J. L. Mpanza; Tshilidzi Marwala (CoRR, 2011)

Sampling Techniques in Bayesian Finite Element Model Updating - Ilyes Boulkaibet; Tshilidzi Marwala; Linda Mthembu; Michael I. Friswell; Sondipon Adhikari (CoRR, 2011)

Fuzzy Inference Systems Optimization - Pretesh B. Patel; Tshilidzi Marwala (CoRR, 2011)

Organizational adaptation to Complexity: A study of the South African Insurance Market as a Complex Adaptive System through Statistical Risk Analysis. - Satyakama Paul; Bhekisipho Twala; Tshilidzi Marwala (CoRR, 2011)

Militarized Conflict Modeling Using Computational Intelligence. - Tshilidzi Marwala; Monica Lagazio (Springer, 2011)

Influence of the auditory canal number of segments and radius variation on the outer ear frequency response. - Tshegofatso Thejane; Fulufhelo V. Nelwamondo; Jacoba E. Smit; Tshilidzi Marwala (BHI, 2012)

Classification with missing data using multi-layered artificial immune systems. - Mlungisi Duma; Bhekisipho Twala; Tshilidzi Marwala; Fulufhelo Vincent Nelwamondo (IEEE Congress on Evolutionary Computation, 2012)

Optimizing risk management using NSGA-II. - Marcos Álvares Barbosa Junior; Fernando Buarque de Lima Neto; Tshilidzi Marwala (IEEE Congress on Evolutionary Computation, 2012)

Optimization of Fuzzy Inference System Field Classifiers Using Genetic Algorithms and Simulated Annealing. - Pretesh B. Patel; Tshilidzi Marwala (EANN, 2012)

Dynamic Software Maintenance Effort Estimation Modeling Using Neural Network, Rule Engine and Multi-regression Approach. - Ruchi Shukla; Mukul Shukla; Arun Kumar Misra; Tshilidzi Marwala; Willem A. Clarke (ICCSA (4), 2012)

Computational intelligence techniques for modelling an economic system. - Msizi Khoza; Tshilidzi Marwala (IJCNN, 2012)

Optimising a targeted fund of strategies using genetic algorithms. - Evan Hurwitz; Tshilidzi Marwala (SMC, 2012)

The applications of computational intelligence in radio frequency identification research. - Bo Xing; Wen-jing Gao; Tshilidzi Marwala (SMC, 2012)

Neural Network and Statistical Modeling of Software Development Effort. - Ruchi Shukla; Mukul Shukla; Tshilidzi Marwala (SocProS, 2012)

Swarm Intelligence Supported e-Remanufacturing. - Bo Xing; Wen-jing Gao; Fulufhelo V. Nelwamondo; Kimberly Battle; Tshilidzi Marwala (ICSI (1), 2012)

The Effects of Customer Perceived Disposal Hardship on Post-Consumer Product Remanufacturing: A Multi-agent Perspective. - Bo Xing; Wen-jing Gao; Fulufhelo V. Nelwamondo; Kimberly Battle; Tshilidzi Marwala (ICSI (2), 2012)

TAC-RMTO: Trading Agent Competition in Remanufacture-to-Order. - Bo Xing; Wen-jing Gao; Fulufhelo V. Nelwamondo; Kimberly Battle; Tshilidzi Marwala (ICSI (2), 2012)

Predictive Modeling with Missing Data using an Automatic Relevance Determination Ensemble: a Comparative Study. - Mlungisi Duma; Bhekisipho Twala; Fulufhelo V. Nelwamondo; Tshilidzi Marwala (Appl. Artif. Intell., 2012)

Soft Computing in Product Recovery: A Survey Focusing on Remanufacturing System - Bo Xing; Wen-jing Gao; Fulufhelo V. Nelwamondo; Kimberly Battle; Tshilidzi Marwala (CoRR, 2012)

Common Mistakes when Applying Computational Intelligence and Machine Learning to Stock Market modelling - Evan Hurwitz; Tshilidzi Marwala (CoRR, 2012)

Economic Modeling Using Artificial Intelligence Methods. - Tshilidzi Marwala (Springer, 2013)

Applications of computational intelligence for static software checking against memory corruption vulnerabilities. - Marcos Álvares Barbosa Junior; Tshilidzi Marwala; Fernando Buarque de Lima Neto (CICS, 2013)

Predicting mine dam levels and energy consumption using artificial intelligence methods. - Ali N. Hasan; Bhekisipho Twala; Tshilidzi Marwala (CIES, 2013)

Ensemble classifier using GRG algorithm for land cover classification. - Bolanle Tolulope Abe; Jaco A. Jordaan; Tshilidzi Marwala (ICMV, 2013)

Predictive modeling for default risk using a multilayered feedforward neural network with Bayesian regularization. - Innocent Sizo Duma; Bhekisipho Twala; Tshilidzi Marwala (IJCNN, 2013)

Teaching - Learning-based optimization approach for enhancing remanufacturability pre-evaluation system's reliability. - Wen-Jing Gao; Bo Xing; Tshilidzi Marwala (SIS, 2013)

Partial imputation of unseen records to improve classification using a hybrid multi-layered artificial immune system and genetic algorithm. - Mlungisi Duma; Tshilidzi Marwala; Bhekisipho Twala; Fulufhelo V. Nelwamondo (Appl. Soft Comput., 2013)

Finite Element Model Updating Using Fish School Search Optimization Method. - I. Boulkabeit; Linda Mthembu; Tshilidzi Marwala; Fernando Buarque de Lima Neto (CoRR, 2013)

Flexibly-bounded Rationality and Marginalization of Irrationality Theories for Decision Making. - Tshilidzi Marwala (CoRR, 2013)

Applying the Negative Selection Algorithm for Merger and Acquisition Target Identification. - Satyakama Paul; Andreas Janecek; Fernando Buarque de Lima Neto; Tshilidzi Marwala (CoRR, 2013)

Semi-bounded Rationality: A model for decision making - Tshilidzi Marwala (CoRR, 2013)

Computational Intelligence in Used Products Retrieval and Reproduction. - Wen-jing Gao; Bo Xing; Tshilidzi Marwala (Int. J. Swarm Intell. Res., 2013)

A dynamic programming approach to missing data estimation using neural networks. - Fulufhelo V. Nelwamondo; Dan Golding; Tshilidzi Marwala (Inf. Sci., 2013)

Application of computational intelligence for Source Code classification. - Marcos Álvares Barbosa Junior; Tshilidzi Marwala; Fernando Buarque de Lima Neto (IEEE Congress on Evolutionary Computation, 2014)

Underground water dam levels and energy consumption prediction using computational intelligence techniques. - Ali N. Hasan; Bhekisipho Twala; Tshilidzi Marwala (CIVEMSA, 2014)

Hybrid Technique for Frequent Pattern Extraction from Sequential Database. - Rajalakshmi Selvaraj; Venu Madhav Kuthadi; Tshilidzi Marwala (FICTA (1), 2014)

Moving towards accurate monitoring and prediction of gold mine underground dam levels. - Ali N. Hasan; Bhekisipho Twala; Tshilidzi Marwala (IJCNN, 2014)

Modeling of missing data prediction: Computational intelligence and optimization algorithms. - Collins Leke; Bhekisipho Twala; Tshilidzi Marwala (SMC, 2014)

Modeling after sales customer satisfaction using multinomial logistic regression insights from a South African car company. - Satyakama Paul; Bhekisipho Twala; Tshilidzi Marwala (SMC, 2014)

Missing Data Prediction and Classification: The Use of Auto-Associative Neural Networks and Optimization Algorithms. - Collins Leke; Bhekisipho Twala; Tshilidzi Marwala (CoRR, 2014)

Rational Counterfactuals. - Tshilidzi Marwala (CoRR, 2014)

Artificial Intelligence Techniques for Rational Decision Making - Tshilidzi Marwala (Springer, 2014)

Causality, Correlation and Artificial Intelligence for Rational Decision Making - Tshilidzi Marwala (WorldScientific, 2015)

Automated Detection of Human Users in Twitter. - Miguel A. Fernandes; Pretesh B. Patel; Tshilidzi Marwala (INNS Conference on Big Data, 2015)

Monte Carlo Dynamically Weighted Importance Sampling For Finite Element Model Updating. - Daniel J. Joubert; Tshilidzi Marwala (CoRR, 2015)

Proposition of a Theoretical Model for Missing Data Imputation using Deep Learning and Evolutionary Algorithms. - Collins Leke; Tshilidzi Marwala; Satyakama Paul (CoRR, 2015)

Artificial Intelligence and Asymmetric Information Theory. - Tshilidzi Marwala; Evan Hurwitz (CoRR, 2015)

Causal Model Analysis using Collider v-structure with Negative Percentage Mapping. - Pramod Kumar Parida; Tshilidzi Marwala; Snehashish Chakraverty (CoRR, 2015)

Finite element model updating using fish school search and volitive particle swarm optimization. - Ilyes Boulkaibet; Linda Mthembu; Fernando Buarque de Lima Neto; Tshilidzi Marwala (Integr. Comput. Aided Eng., 2015)

Prioritising Security Tests on Large-Scale and Distributed Software Development Projects by Using Self-organised Maps. - Marcos Álvares; Fernando Buarque de Lima Neto; Tshilidzi Marwala (ICONIP (4), 2016)

Autoencoder Networks for Water Demand Predictive Modelling. - Ishmael S. Msiza; Tshilidzi Marwala (SIMULTECH, 2016)

Hybrid optimization algorithm to the problem of Distributed Generation power losses. - Ahmed Ali 007; Ilyes Boulkaibet; Bhekisipho Twala; Tshilidzi Marwala (SMC, 2016)

Tolerance to complexity: Measuring capacity of development teams to handle source code complexity. - Marcos Álvares Barbosa; Fernando Buarque de Lima Neto; Tshilidzi Marwala (SMC, 2016)

Missing Data Estimation in High-Dimensional Datasets: A Swarm Intelligence-Deep Neural Network Approach. - Collins Leke; Tshilidzi Marwala (ICSI (1), 2016)

Ant-based distributed denial of service detection technique using roaming virtual honeypots. - Rajalakshmi Selvaraj; Venu Madhav Kuthadi; Tshilidzi Marwala (IET Commun., 2016)

Ethnicity Distinctiveness Through Iris Texture Features Using Gabor Filters. - Gugulethu Mabuza-Hocquet; Fulufhelo V. Nelwamondo; Tshilidzi Marwala (ACIIDS (2), 2017)

Deep learning-bat high-dimensional missing data estimator. - Collins Leke; Alain Richard Ndjiongue; Bhekisipho Twala; Tshilidzi Marwala (SMC, 2017)

A Deep Learning-Cuckoo Search Method for Missing Data Estimation in High-Dimensional Datasets. - Collins Leke; Alain Richard Ndjiongue; Bhekisipho Twala; Tshilidzi Marwala (ICSI (1), 2017)

Swarm Based Architecture for Defense Against Stealthy Attacks in Mobile Ad Hoc Network. - Abhishek Ranjan; Venu Madhav Kuthadi; Tshilidzi Marwala; Rajalakshmi Selvaraj (Ad Hoc Sens. Wirel. Networks, 2017)

Altered-LiNGAM (ALiNGAM) for solving nonlinear causal models when data is nonlinear and noisy. - Pramod Kumar Parida; Tshilidzi Marwala; Snehashish Chakraverty (Commun. Nonlinear Sci. Numer. Simul., 2017)

Fuzzy finite element model updating using metaheuristic optimization algorithms. - Ilyes Boulkaibet; Tshilidzi Marwala; Michael I. Friswell; Hamed Haddad Khodaparast; Sondipon Adhikari (CoRR, 2017)

Rational Choice and Artificial Intelligence. - Tshilidzi Marwala (CoRR, 2017)

Artificial Intelligence and Economic Theories. - Tshilidzi Marwala; Evan Hurwitz (CoRR, 2017)

Implications of the Fourth Industrial Age on Higher Education. - Bo Xing; Tshilidzi Marwala (CoRR, 2017)

A Differential Evaluation Markov Chain Monte Carlo algorithm for Bayesian Model Updating. - M. Sherri; Ilyes Boulkaibet; Tshilidzi Marwala; Michael I. Friswell (CoRR, 2017)

Early prediction of the duration of protests using probabilistic Latent Dirichlet Allocation and Decision Trees. - Satyakama Paul; Madhur Hasija; Tshilidzi Marwala (CoRR, 2017)

A new T-S fuzzy model predictive control for nonlinear processes. - Ilyes Boulkaibet; Khaled Belarbi; Sofiane Bououden; Tshilidzi Marwala; Mohammed Chadli (Expert Syst. Appl., 2017)

An efficient educational data mining approach to support e-learning. - Padmaja Appalla; Venu Madhav Kuthadi; Tshilidzi Marwala (Wirel. Networks, 2017)

Artificial Intelligence and Economic Theory: Skynet in the Market - Tshilidzi Marwala; Evan Hurwitz (Springer, 2017)

Handbook of Machine Learning - Volume 1: Foundation of Artificial Intelligence - Tshilidzi Marwala (Handbook of Machine Learning, Volume 1, 2018)

A Hybrid GA-PSO Adaptive Neuro-Fuzzy Inference System for Short-Term Wind Power Prediction. - Rendani Mbuvha; Ilyes Boulkaibet; Tshilidzi Marwala; Fernando Buarque de Lima Neto (ICSI (1), 2018)

An adaptive fuzzy predictive control of nonlinear processes based on Multi-Kernel least squares support vector regression. - Ilyes Boulkaibet; Khaled Belarbi; Sofiane Bououden; Mohammed Chadli; Tshilidzi Marwala (Appl. Soft Comput., 2018)

System dynamics of active and passive postural changes: Insights from principal dynamic modes analysis of baroreflex loop. - Tariq Shahzad; Saqib Saleem; Saeeda Usman; Jawad Mirza; Qamar-ul Islam; Khmaies Ouahada; Tshilidzi Marwala (Comput. Biol. Medicine, 2018)

Blockchain and Artificial Intelligence. - Tshilidzi Marwala; Bo Xing (CoRR, 2018)

Creativity and Artificial Intelligence: A Digital Art Perspective. - Bo Xing; Tshilidzi Marwala (CoRR, 2018)

On Robot Revolution and Taxation. - Tshilidzi Marwala (CoRR, 2018)

The limit of artificial intelligence: Can machines be rational? - Tshilidzi Marwala (CoRR, 2018)

Can rationality be measured? - Tshilidzi Marwala (CoRR, 2018)

A multivariate additive noise model for complete causal discovery. - Pramod Kumar Parida; Tshilidzi Marwala; Snehashish Chakraverty (Neural Networks, 2018)

Handbook of Machine Learning - Volume 2: Optimization and Decision Making - Tshilidzi Marwala; Collins Achepsah Leke (Handbook of Machine Learning, Volume 2, 2019)

Bayesian Automatic Relevance Determination for Feature Selection in Credit Default Modelling. - Rendani Mbuvha; Ilyes Boulkaibet; Tshilidzi Marwala (ICANN (Workshop), 2019)

Integrated Learning via Randomized Forests and Localized Regression With Application to Medical Diagnosis. - Adeola Ogunleye; Qing-Guo Wang; Tshilidzi Marwala (IEEE Access, 2019)

Precise detection of speech endpoints dynamically: A wavelet convolution based approach. - Tanmoy Roy; Tshilidzi Marwala; Snehashish Chakraverty (Commun. Nonlinear Sci. Numer. Simul., 2019)

Relative rationality: Is machine rationality subjective? - Tshilidzi Marwala (CoRR, 2019)

Automatic Relevance Determination Bayesian Neural Networks for Credit Card Default Modelling. - Rendani Mbuvha; Ilyes Boulkaibet; Tshilidzi Marwala (CoRR, 2019)

Relative Net Utility and the Saint Petersburg Paradox. - Daniel Muller; Tshilidzi Marwala (CoRR, 2019)

Stochastic differential equations with imprecisely defined parameters in market analysis. - Sukanta Nayak; Tshilidzi Marwala; Snehashish Chakraverty (Soft Comput., 2019)

Healing Products of Gaussian Process Experts. - Samuel Cohen; Rendani Mbuvha; Tshilidzi Marwala; Marc Peter Deisenroth (ICML, 2020)

Introducing Ulimisana Optimization Algorithm Based on Ubuntu Philosophy. - Tshifhiwa Maumela; Fulufhelo V. Nelwamondo; Tshilidzi Marwala (IEEE Access, 2020)

An Automatic Relevance Determination Prior Bayesian Neural Network for Controlled Variable Selection. - Rendani Mbuvha; Ilyes Boulkaibet; Tshilidzi Marwala (CoRR, 2020)

Rethinking k-means clustering in the age of massive datasets: a constant-time approach. - Peter O. Olukanmi; Fulufhelo V. Nelwamondo; Tshilidzi Marwala (Neural Comput. Appl., 2020)

Artificial Intelligence in Economics and Finance Theories - Tankiso Moloi; Tshilidzi Marwala (Springer, 2020)

Artificial Intelligence and Emerging Technologies in International Relations - Bhaso Ndzendze; Tshilidzi Marwala (WorldScientific, 2021)

Preservation of Manual Changes and Provenance for Data Quality using the Nano Version Control Repo. - Lukasz A. Machowski; Tshilidzi Marwala (CSCI, 2021)

Nano Version Control and "Robots of Robots" - Data Driven, Regenerative Production Code. - Lukasz A. Machowski; Tshilidzi Marwala (CSCI, 2021)

Stock Price Prediction Using Sentiment Analysis. - Thendo Sidogi; Rendani Mbuvha; Tshilidzi Marwala (SMC, 2021)

Antithetic Magnetic and Shadow Hamiltonian Monte Carlo. - Wilson Tsakane Mongwe; Rendani Mbuvha; Tshilidzi Marwala (IEEE Access, 2021)

Magnetic Hamiltonian Monte Carlo With Partial Momentum Refreshment. - Wilson Tsakane Mongwe; Rendani Mbuvha; Tshilidzi Marwala (IEEE Access, 2021)

Adaptively Setting the Path Length for Separable Shadow Hamiltonian Hybrid Monte Carlo. - Wilson Tsakane Mongwe; Rendani Mbuvha; Tshilidzi Marwala (IEEE Access, 2021)

Utilising Partial Momentum Refreshment in Separable Shadow Hamiltonian Hybrid Monte Carlo. - Wilson Tsakane Mongwe; Rendani Mbuvha; Tshilidzi Marwala (IEEE Access, 2021)

Adaptive Magnetic Hamiltonian Monte Carlo. - Wilson Tsakane Mongwe; Rendani Mbuvha; Tshilidzi Marwala (IEEE Access, 2021)

Variations in Information Flow Patterns Following Intracranial Hypertensive Events in Traumatic Brain Injured Patients. - Tariq Shahzad; Saqib Saleem; Tshilidzi Marwala; Khmaies Ouahada (IEEE Access, 2021)

Locally Scaled and Stochastic Volatility Metropolis- Hastings Algorithms. - Wilson Tsakane Mongwe; Rendani Mbuvha; Tshilidzi Marwala (Algorithms, 2021)

Healing Products of Gaussian Processes. - Samuel Cohen; Rendani Mbuvha; Tshilidzi Marwala; Marc Peter Deisenroth (CoRR, 2021)

Predicting Higher Education Throughput in South Africa Using a Tree-Based Ensemble Technique. - Rendani Mbuvha; Patience Zondo; Aluwani Mauda; Tshilidzi Marwala (CoRR, 2021)

Antithetic Riemannian Manifold And Quantum-Inspired Hamiltonian Monte Carlo. - Wilson Tsakane Mongwe; Rendani Mbuvha; Tshilidzi Marwala (CoRR, 2021)

On Rationality, Artificial Intelligence and Economics - Daniel Muller; Fernando Buarque; Tshilidzi Marwala (WorldScientific, 2022)

Probabilistic Inference of South African Equity Option Prices Under Jump-Diffusion Processes. - Wilson Tsakane Mongwe; Thendo Sidogi; Rendani Mbuvha; Tshilidzi Marwala (CIFEr, 2022)

Portfolio Optimisation Using Ulimisana Optimisation Algorithm. - Tshifhiwa Maumela; Fulufhelo V. Nelwamondo; Tshilidzi Marwala (CoDIT, 2022)

Creating Synthetic Volatility Surfaces using Generative Adversarial Networks with Static Arbitrage Loss Conditions. - Thendo Sidogi; Wilson Tsakane Mongwe; Rendani Mbuvha; Tshilidzi Marwala (SSCI, 2022)

Shadow Magnetic Hamiltonian Monte Carlo. - Wilson Tsakane Mongwe; Rendani Mbuvha; Tshilidzi Marwala (IEEE Access, 2022)

Fusing Sell-Side Analyst Bidirectional Forecasts Using Machine Learning. - Thendo Sidogi; Wilson Tsakane Mongwe; Rendani Mbuvha; Tshilidzi Marwala (IEEE Access, 2022)

Neural network-based control for RRP-based networked systems under DoS attacks with power interval. - Junhui Zhang; Qing-Guo Wang; Tshilidzi Marwala; Jitao Sun (Autom., 2022)

Imputation of Missing Streamflow Data at Multiple Gauging Stations in Benin Republic. - Rendani Mbuvha; Julien Yise Peniel Adounkpe; Wilson Tsakane Mongwe; Mandela Houngnibo; Nathaniel Newlands; Tshilidzi Marwala (CoRR, 2022)

Population based training and federated learning frameworks for hyperparameter optimisation and ML unfairness using Ulimisana Optimisation Algorithm. - Tshifhiwa Maumela; Fulufhelo V. Nelwamondo; Tshilidzi Marwala (Inf. Sci., 2022)

Automatic detection of outliers and the number of clusters in k-means clustering via Chebyshev-type inequalities. - Peter O. Olukanmi; Fulufhelo V. Nelwamondo; Tshilidzi Marwala; Bhekisipho Twala (Neural Comput. Appl., 2022)

MphayaNER: Named Entity Recognition for Tshivenda. - Rendani Mbuvha; David Ifeoluwa Adelani; Tendani Mutavhatsindi; Tshimangadzo Rakhuhu; Aluwani Mauda; Tshifhiwa Joshua Maumela; Andisani Masindi; Seani Rananga; Vukosi Marivate; Tshilidzi Marwala (AfricaNLP, 2023)

Heterogeneous Ensemble for Classifying Electrical Load Reduction in South Africa. - Solomon Oluwole Akinola; Qing-Guo Wang; Peter O. Olukanmi; Tshilidzi Marwala (IEA/AIE (2), 2023)

A Signature Transform of Limit Order Book Data for Stock Price Prediction. - Thendo Sidogi; Wilson Tsakane Mongwe; Rendani Mbuvha; Peter O. Olukanmi; Tshilidzi Marwala (IEEE Access, 2023)

The Use of Synthetic Data to Train AI Models: Opportunities and Risks for Sustainable Development. - Tshilidzi Marwala; Eleonore Fournier-Tombs; Serge Stinckwich (CoRR, 2023)

A Boosted Evolutionary Neural Architecture Search for Timeseries Forecasting with Application to South African COVID-19 Cases. - Solomon Oluwole Akinola; Qing-Guo Wang; Peter O. Olukanmi; Tshilidzi Marwala (Int. J. Online Biomed. Eng., 2023)

Optimal Electricity Load Interruption Based on Time Series Classification With Super Learner and Feature Filtering. - Solomon Oluwole Akinola; Peter O. Olukanmi; Qing-Guo Wang; Tshilidzi Marwala (IEEE Access, 2024)

Control parameter optimisation using the evidence framework for the ant colony optimisation algorithm. - Mlungisi Duma; Bhekisipho Twala; Tshilidzi Marwala (Inf. Sci., 2025)

k-Means-MIND: comparing seeds without repeated k-means runs. - Peter O. Olukanmi; Fulufhelo Vincent Nelwamondo; Tshilidzi Marwala (Neural Comput. Appl., 2025)