Tshilidzi Marwala
Affiliations:- University of Johannesburg, South Africa
According to our database1,
Tshilidzi Marwala
authored at least 243 papers
between 2001 and 2023.
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Bibliography
2023
The Use of Synthetic Data to Train AI Models: Opportunities and Risks for Sustainable Development.
CoRR, 2023
IEEE Access, 2023
Proceedings of the Advances and Trends in Artificial Intelligence. Theory and Applications, 2023
Proceedings of the 4th Workshop on African Natural Language Processing, 2023
2022
Automatic detection of outliers and the number of clusters in k-means clustering via Chebyshev-type inequalities.
Neural Comput. Appl., 2022
Population based training and federated learning frameworks for hyperparameter optimisation and ML unfairness using Ulimisana Optimisation Algorithm.
Inf. Sci., 2022
Imputation of Missing Streamflow Data at Multiple Gauging Stations in Benin Republic.
CoRR, 2022
Neural network-based control for RRP-based networked systems under DoS attacks with power interval.
Autom., 2022
IEEE Access, 2022
Creating Synthetic Volatility Surfaces using Generative Adversarial Networks with Static Arbitrage Loss Conditions.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2022
Proceedings of the 8th International Conference on Control, 2022
Probabilistic Inference of South African Equity Option Prices Under Jump-Diffusion Processes.
Proceedings of the IEEE Symposium on Computational Intelligence for Financial Engineering and Economics, 2022
WorldScientific, ISBN: 9789811255137, 2022
2021
CoRR, 2021
Predicting Higher Education Throughput in South Africa Using a Tree-Based Ensemble Technique.
CoRR, 2021
Algorithms, 2021
Variations in Information Flow Patterns Following Intracranial Hypertensive Events in Traumatic Brain Injured Patients.
IEEE Access, 2021
Utilising Partial Momentum Refreshment in Separable Shadow Hamiltonian Hybrid Monte Carlo.
IEEE Access, 2021
Adaptively Setting the Path Length for Separable Shadow Hamiltonian Hybrid Monte Carlo.
IEEE Access, 2021
IEEE Access, 2021
Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, 2021
Nano Version Control and "Robots of Robots" - Data Driven, Regenerative Production Code.
Proceedings of the International Conference on Computational Science and Computational Intelligence, 2021
Preservation of Manual Changes and Provenance for Data Quality using the Nano Version Control Repo.
Proceedings of the International Conference on Computational Science and Computational Intelligence, 2021
WorldScientific, ISBN: 9789811234569, 2021
2020
Advanced Information and Knowledge Processing, Springer, ISBN: 978-3-030-42961-4, 2020
Rethinking k-means clustering in the age of massive datasets: a constant-time approach.
Neural Comput. Appl., 2020
An Automatic Relevance Determination Prior Bayesian Neural Network for Controlled Variable Selection.
CoRR, 2020
IEEE Access, 2020
Proceedings of the 37th International Conference on Machine Learning, 2020
2019
Stochastic differential equations with imprecisely defined parameters in market analysis.
Soft Comput., 2019
Automatic Relevance Determination Bayesian Neural Networks for Credit Card Default Modelling.
CoRR, 2019
Precise detection of speech endpoints dynamically: A wavelet convolution based approach.
Commun. Nonlinear Sci. Numer. Simul., 2019
Integrated Learning via Randomized Forests and Localized Regression With Application to Medical Diagnosis.
IEEE Access, 2019
Bayesian Automatic Relevance Determination for Feature Selection in Credit Default Modelling.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019 - 28th International Conference on Artificial Neural Networks, Munich, Germany, September 17-19, 2019, Proceedings, 2019
WorldScientific, ISBN: 9789811205682, 2019
2018
Neural Networks, 2018
System dynamics of active and passive postural changes: Insights from principal dynamic modes analysis of baroreflex loop.
Comput. Biol. Medicine, 2018
An adaptive fuzzy predictive control of nonlinear processes based on Multi-Kernel least squares support vector regression.
Appl. Soft Comput., 2018
A Hybrid GA-PSO Adaptive Neuro-Fuzzy Inference System for Short-Term Wind Power Prediction.
Proceedings of the Advances in Swarm Intelligence - 9th International Conference, 2018
WorldScientific, ISBN: 9789813271241, 2018
2017
Advanced Information and Knowledge Processing, Springer, ISBN: 978-3-319-66103-2, 2017
Wirel. Networks, 2017
Expert Syst. Appl., 2017
Early prediction of the duration of protests using probabilistic Latent Dirichlet Allocation and Decision Trees.
CoRR, 2017
A Differential Evaluation Markov Chain Monte Carlo algorithm for Bayesian Model Updating.
CoRR, 2017
CoRR, 2017
Altered-LiNGAM (ALiNGAM) for solving nonlinear causal models when data is nonlinear and noisy.
Commun. Nonlinear Sci. Numer. Simul., 2017
Swarm Based Architecture for Defense Against Stealthy Attacks in Mobile Ad Hoc Network.
Ad Hoc Sens. Wirel. Networks, 2017
A Deep Learning-Cuckoo Search Method for Missing Data Estimation in High-Dimensional Datasets.
Proceedings of the Advances in Swarm Intelligence - 8th International Conference, 2017
Proceedings of the 2017 IEEE International Conference on Systems, Man, and Cybernetics, 2017
Proceedings of the Intelligent Information and Database Systems - 9th Asian Conference, 2017
2016
Ant-based distributed denial of service detection technique using roaming virtual honeypots.
IET Commun., 2016
Missing Data Estimation in High-Dimensional Datasets: A Swarm Intelligence-Deep Neural Network Approach.
Proceedings of the Advances in Swarm Intelligence, 7th International Conference, 2016
Tolerance to complexity: Measuring capacity of development teams to handle source code complexity.
Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016
Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016
Proceedings of the 6th International Conference on Simulation and Modeling Methodologies, 2016
Prioritising Security Tests on Large-Scale and Distributed Software Development Projects by Using Self-organised Maps.
Proceedings of the Neural Information Processing - 23rd International Conference, 2016
2015
Finite element model updating using fish school search and volitive particle swarm optimization.
Integr. Comput. Aided Eng., 2015
CoRR, 2015
Proposition of a Theoretical Model for Missing Data Imputation using Deep Learning and Evolutionary Algorithms.
CoRR, 2015
Monte Carlo Dynamically Weighted Importance Sampling For Finite Element Model Updating.
CoRR, 2015
Proceedings of the INNS Conference on Big Data 2015, 2015
WorldScientific, ISBN: 9789814630887, 2015
2014
Advanced Information and Knowledge Processing, Springer, ISBN: 978-3-319-11424-8, 2014
Missing Data Prediction and Classification: The Use of Auto-Associative Neural Networks and Optimization Algorithms.
CoRR, 2014
Modeling after sales customer satisfaction using multinomial logistic regression insights from a South African car company.
Proceedings of the 2014 IEEE International Conference on Systems, Man, and Cybernetics, 2014
Modeling of missing data prediction: Computational intelligence and optimization algorithms.
Proceedings of the 2014 IEEE International Conference on Systems, Man, and Cybernetics, 2014
Moving towards accurate monitoring and prediction of gold mine underground dam levels.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014
Proceedings of the 3rd International Conference on Frontiers of Intelligent Computing: Theory and Applications (FICTA) 2014, 2014
Underground water dam levels and energy consumption prediction using computational intelligence techniques.
Proceedings of the IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications, 2014
Proceedings of the IEEE Congress on Evolutionary Computation, 2014
2013
Inf. Sci., 2013
Int. J. Swarm Intell. Res., 2013
Applying the Negative Selection Algorithm for Merger and Acquisition Target Identification.
CoRR, 2013
Flexibly-bounded Rationality and Marginalization of Irrationality Theories for Decision Making.
CoRR, 2013
CoRR, 2013
Partial imputation of unseen records to improve classification using a hybrid multi-layered artificial immune system and genetic algorithm.
Appl. Soft Comput., 2013
Teaching - Learning-based optimization approach for enhancing remanufacturability pre-evaluation system's reliability.
Proceedings of the 2013 IEEE Symposium on Swarm Intelligence, 2013
Predictive modeling for default risk using a multilayered feedforward neural network with Bayesian regularization.
Proceedings of the 2013 International Joint Conference on Neural Networks, 2013
Proceedings of the Sixth International Conference on Machine Vision, 2013
Predicting mine dam levels and energy consumption using artificial intelligence methods.
Proceedings of the IEEE Symposium on Computational Intelligence for Engineering Solutions, 2013
Applications of computational intelligence for static software checking against memory corruption vulnerabilities.
Proceedings of the 2013 IEEE Symposium on Computational Intelligence in Cyber Security, 2013
Advanced Information and Knowledge Processing, Springer, ISBN: 978-1-4471-5009-1, 2013
2012
Common Mistakes when Applying Computational Intelligence and Machine Learning to Stock Market modelling
CoRR, 2012
CoRR, 2012
Predictive Modeling with Missing Data using an Automatic Relevance Determination Ensemble: a Comparative Study.
Appl. Artif. Intell., 2012
Proceedings of the Advances in Swarm Intelligence - Third International Conference, 2012
The Effects of Customer Perceived Disposal Hardship on Post-Consumer Product Remanufacturing: A Multi-agent Perspective.
Proceedings of the Advances in Swarm Intelligence - Third International Conference, 2012
Proceedings of the Advances in Swarm Intelligence - Third International Conference, 2012
Proceedings of the Second International Conference on Soft Computing for Problem Solving, 2012
The applications of computational intelligence in radio frequency identification research.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2012
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2012
Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012
Dynamic Software Maintenance Effort Estimation Modeling Using Neural Network, Rule Engine and Multi-regression Approach.
Proceedings of the Computational Science and Its Applications - ICCSA 2012, 2012
Optimization of Fuzzy Inference System Field Classifiers Using Genetic Algorithms and Simulated Annealing.
Proceedings of the Engineering Applications of Neural Networks, 2012
Proceedings of the IEEE Congress on Evolutionary Computation, 2012
Proceedings of the IEEE Congress on Evolutionary Computation, 2012
Influence of the auditory canal number of segments and radius variation on the outer ear frequency response.
Proceedings of 2012 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2012
2011
Advanced Information and Knowledge Processing, Springer, ISBN: 978-0-85729-790-7, 2011
Organizational adaptation to Complexity: A study of the South African Insurance Market as a Complex Adaptive System through Statistical Risk Analysis.
CoRR, 2011
CoRR, 2011
Improving the performance of the ripper in insurance risk classification : A comparitive study using feature selection
CoRR, 2011
Suitability of using technical indicator-based Strategies as potential strategies within intelligent trading systems.
Proceedings of the IEEE International Conference on Systems, 2011
Improving the Performance of the Support Vector Machine in Insurance Risk Classification - A Comparitive Study.
Proceedings of the NCTA 2011, 2011
Adaptive Neuro Fuzzy Inference System, Neural Network and Support Vector Machine for Caller Behavior Classification.
Proceedings of the 10th International Conference on Machine Learning and Applications and Workshops, 2011
Improving the Performance of the Ripper in Insurance Risk Classification - A Comparitive Study using Feature Selection.
Proceedings of the ICINCO 2011 - Proceedings of the 8th International Conference on Informatics in Control, Automation and Robotics, Volume 1, Noordwijkerhout, The Netherlands, 28, 2011
Single-trial EEG discrimination between wrist and finger movement imagery and execution in a sensorimotor BCI.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011
Proceedings of the AFRICON 2011, 2011
2010
Int. J. Neural Syst., 2010
CoRR, 2010
Application of Global and One-Dimensional Local Optimization to Operating System Scheduler Tuning
CoRR, 2010
Two-Stage Inter-Cell Layout Design for Cellular Manufacturing by Using Ant Colony Optimization Algorithms.
Proceedings of the Advances in Swarm Intelligence, First International Conference, 2010
Ant stigmergy shop floor control architecture for intelligent product oriented manufacturing system.
Proceedings of the IEEE International Conference on Systems, 2010
Proceedings of the IEEE International Conference on Systems, 2010
Intelligent travel route planning for bridge crane type of material handling equipment in cellular manufacturing.
Proceedings of the IEEE International Conference on Systems, 2010
Proceedings of the IEEE International Conference on Systems, 2010
Investigating the effects of ensemble classification on remotely sensed data for land cover mapping.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010
The Fuzzy Gene Filter: An Adaptive Fuzzy Inference System for Expression Array Feature Selection.
Proceedings of the Trends in Applied Intelligent Systems, 2010
Proceedings of the Third International Workshop on Advanced Computational Intelligence, 2010
Cellular manufacturing system scheduling under fuzzy constraints: A group technology perspective.
Proceedings of the FUZZ-IEEE 2010, 2010
Proceedings of the IEEE Congress on Evolutionary Computation, 2010
2009
Machine and component residual life estimation through the application of neural networks.
Reliab. Eng. Syst. Saf., 2009
State of the Art Review for Applying Computational Intelligence and Machine Learning Techniques to Portfolio Optimisation
CoRR, 2009
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009
Proceedings of the International Conference on Machine Learning and Applications, 2009
Genetic Algorithms, Neural Networks, Fuzzy Inference System, Support Vector Machines for Call Performance Classification.
Proceedings of the International Conference on Machine Learning and Applications, 2009
Proceedings of the Advanced Data Mining and Applications, 5th International Conference, 2009
Computational Intelligence for Missing Data Imputation, Estimation, and Management - Knowledge Optimization Techniques.
IGI Global, ISBN: 978-1-60566-336-4, 2009
2008
Water Demand Prediction using Artificial Neural Networks and Support Vector Regression.
J. Comput., 2008
Int. J. Hybrid Intell. Syst., 2008
CoRR, 2008
Relationship between Diversity and Perfomance of Multiple Classifiers for Decision Support
CoRR, 2008
The Effect of Structural Diversity of an Ensemble of Classifiers on Classification Accuracy
CoRR, 2008
Proceedings of the IEEE International Conference on Systems, 2008
Proceedings of the IEEE International Conference on Systems, 2008
Condition monitoring of oil-impregnated paper bushings using Extension Neural Network, Gaussian Mixture and Hidden Markov Models.
Proceedings of the IEEE International Conference on Systems, 2008
Proceedings of the IEEE International Conference on Systems, 2008
Classification of web resident sensor resources using Latent Semantic Indexing and ontologies.
Proceedings of the IEEE International Conference on Systems, 2008
Proceedings of the IEEE International Conference on Systems, 2008
Proceedings of the International Joint Conference on Neural Networks, 2008
Caller Interaction Classification: A Comparison of Real and Binary Coded GA-MLP Techniques.
Proceedings of the Advances in Neuro-Information Processing, 15th International Conference, 2008
Investigating Demographic Influences for HIV Classification Using Bayesian Autoassociative Neural Networks.
Proceedings of the Advances in Neuro-Information Processing, 15th International Conference, 2008
Investigating Ensemble Weight and the Certainty Distributions for Indicating Structural Diversity.
Proceedings of the Advances in Neuro-Information Processing, 15th International Conference, 2008
Proceedings of the Advances in Neuro-Information Processing, 15th International Conference, 2008
Proceedings of the Seventh International Conference on Machine Learning and Applications, 2008
Proceedings of the 2008 IEEE Symposium on Computational Intelligence and Games, 2008
2007
Pattern Recognit. Lett., 2007
Autoencoder, Principal Component Analysis and Support Vector Regression for Data Imputation
CoRR, 2007
CoRR, 2007
Condition Monitoring of HV Bushings in the Presence of Missing Data Using Evolutionary Computing
CoRR, 2007
Response Prediction of Structural System Subject to Earthquake Motions using Artificial Neural Network
CoRR, 2007
CoRR, 2007
CoRR, 2007
Principal Component Analysis and Automatic Relevance Determination in Damage Identification
CoRR, 2007
Fuzzy Artmap and Neural Network Approach to Online Processing of Inputs with Missing Values
CoRR, 2007
CoRR, 2007
Fault Classification in Cylinders Using Multilayer Perceptrons, Support Vector Machines and Guassian Mixture Models
CoRR, 2007
CoRR, 2007
Artificial Neural Networks and Support Vector Machines for water demand time series forecasting.
Proceedings of the IEEE International Conference on Systems, 2007
Proceedings of the Advances in Neural Networks, 2007
Proceedings of the Advances in Neural Networks, 2007
Proceedings of the International Joint Conference on Neural Networks, 2007
Proceedings of the International Joint Conference on Neural Networks, 2007
Proceedings of the International Joint Conference on Neural Networks, 2007
Using Genetic Algorithms to Optimise Rough Set Partition Sizes for HIV Data Analysis.
Proceedings of the Advances in Intelligent and Distributed Computing, 2007
Proceedings of the FUZZ-IEEE 2007, 2007
2006
Proceedings of the IEEE International Conference on Systems, 2006
Proceedings of the IEEE International Conference on Systems, 2006
Faults Detection Using Gaussian Mixture Models, Mel-Frequency Cepstral Coefficients and Kurtosis.
Proceedings of the IEEE International Conference on Systems, 2006
Proceedings of the IEEE International Conference on Systems, 2006
Proceedings of the IEEE International Conference on Systems, 2006
Proceedings of the IEEE International Conference on Systems, 2006
Proceedings of the IEEE International Conference on Systems, 2006
Proceedings of the International Joint Conference on Neural Networks, 2006
Proceedings of the International Joint Conference on Neural Networks, 2006
Hidden Markov Models and Gaussian Mixture Models for Bearing Fault Detection Using Fractals.
Proceedings of the International Joint Conference on Neural Networks, 2006
Proceedings of the Neural Information Processing, 13th International Conference, 2006
Neural Network Applications in Advanced Aircraft Flight Control System, a Hybrid System, a Flight Test Demonstration.
Proceedings of the Neural Information Processing, 13th International Conference, 2006
Neural Networks, Fuzzy Inference Systems and Adaptive-Neuro Fuzzy Inference Systems for Financial Decision Making.
Proceedings of the Neural Information Processing, 13th International Conference, 2006
Online Forecasting of Stock Market Movement Direction Using the Improved Incremental Algorithm.
Proceedings of the Neural Information Processing, 13th International Conference, 2006
Proceedings of the AI 2006: Advances in Artificial Intelligence, 2006
2005
The Use of Genetic Algorithms and Neural Networks to Approximate Missing Data in Database.
Comput. Artif. Intell., 2005
2004
Proceedings of the IEEE International Conference on Systems, 2004
Proceedings of the IEEE International Conference on Systems, 2004
Proceedings of the IEEE International Conference on Systems, 2004
Proceedings of the 4th International Conference on Hybrid Intelligent Systems (HIS 2004), 2004
2001
Proceedings of the IEEE International Conference on Systems, 2001