Bhekisipho Twala
Orcid: 0000-0002-3452-9581Affiliations:
- University of South Africa, Johannesburg, South Africa
- University of Johannesburg, South Africa (2013 - 2017)
- Council for Scientific and Industrial Research, Pretoria, South Africa (2008 - 2009)
- Brunel University, Uxbridge, UK (2005 - 2007)
- Open University, Milton Keynes, UK (PhD 2005)
According to our database1,
Bhekisipho Twala
authored at least 69 papers
between 2005 and 2022.
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Bibliography
2022
Symmetry, 2022
Energy System 4.0: Digitalization of the Energy Sector with Inclination towards Sustainability.
Sensors, 2022
Automatic detection of outliers and the number of clusters in k-means clustering via Chebyshev-type inequalities.
Neural Comput. Appl., 2022
CoRR, 2022
Test Scheduling and Test Time Minimization of System-on-Chip Using Modified BAT Algorithm.
IEEE Access, 2022
2021
Accessing Imbalance Learning Using Dynamic Selection Approach in Water Quality Anomaly Detection.
Symmetry, 2021
Multivariate Short Term Load Forecasting Strategy: Application to Anomalous Days of ISO New England Data.
Proceedings of the 13th International Joint Conference on Computational Intelligence, 2021
2020
Empirical Comparison of Approaches for Mitigating Effects of Class Imbalances in Water Quality Anomaly Detection.
IEEE Access, 2020
Mitigating Wild Animals Poaching Through State-of-the-art Multimedia Data Mining Techniques: A Review.
Proceedings of the IPMV 2020: 2nd International Conference on Image Processing and Machine Vision, 2020
Proceedings of the 12th International Joint Conference on Computational Intelligence, 2020
2019
Effective load forecasting for large power consuming industrial customers using long short-term memory recurrent neural networks.
J. Intell. Fuzzy Syst., 2019
Sparseness reduction in collaborative filtering using a nearest neighbour artificial immune system with genetic algorithms.
Expert Syst. Appl., 2019
2018
Modeling the Student Success or Failure in Engineering at VUT Using the Date Band Algorithm.
Res. Comput. Sci., 2018
Optimising latent features using artificial immune system in collaborative filtering for recommender systems.
Appl. Soft Comput., 2018
Proceedings of the Biomedical Engineering Systems and Technologies, 2018
Spot Detection in Microscopy Images using Convolutional Neural Network with Sliding-Window Approach.
Proceedings of the 11th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2018), 2018
2017
J. Adv. Comput. Intell. Intell. Informatics, 2017
An electromagnetic approach to smart card instruction identification using machine learning techniques.
Proceedings of the 2017 IEEE SmartWorld, 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
Investigation into effects of a novel rotor cut-off design for synchronous reluctance machines.
Proceedings of the 26th IEEE International Symposium on Industrial Electronics, 2017
Proceedings of the International Conference on Information and Communication Technology Convergence, 2017
Proceedings of the IEEE AFRICON 2017, Cape Town, South Africa, September 18-20, 2017, 2017
Optimal placement model of multi-type FACTS devices in power system networks on a limited budget.
Proceedings of the IEEE AFRICON 2017, Cape Town, South Africa, September 18-20, 2017, 2017
Proceedings of the Intelligent Information and Database Systems - 9th Asian Conference, 2017
2016
Proceedings of the Computational Intelligence and Quantitative Software Engineering, 2016
Proceedings of the Advances in Swarm Intelligence, 7th International Conference, 2016
Proceedings of the 2016 IEEE International Conference on Systems, Man, and Cybernetics, 2016
Proceedings of the Advances in Soft Computing, 2016
Proceedings of the 2016 Information Security for South Africa, 2016
A Framework for Creating Realistic Synthetic Fluorescence Microscopy Image Sequences.
Proceedings of the 9th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2016), 2016
Reverse engineering smart card malware using side channel analysis with machine learning techniques.
Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016), 2016
2015
Proceedings of the Computational Collective Intelligence - 7th International Conference, 2015
Improving single classifiers prediction accuracy for underground water pump station in a gold mine using ensemble techniques.
Proceedings of the IEEE EUROCON 2015, 2015
2014
Extracting grey relational systems from incomplete road traffic accidents data: the case of Gauteng Province in South Africa.
Expert Syst. J. Knowl. Eng., 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
Forecasting electricity consumption in South Africa: ARMA, neural networks and neuro-fuzzy systems.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014
Moving towards accurate monitoring and prediction of gold mine underground dam levels.
Proceedings of the 2014 International Joint Conference on Neural Networks, 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
2013
Intell. Data Anal., 2013
Partial imputation of unseen records to improve classification using a hybrid multi-layered artificial immune system and genetic algorithm.
Appl. Soft Comput., 2013
Univariate Modelling of Electricity Consumption in South Africa: Neural Networks and Neuro-fuzzy Systems.
Proceedings of the IEEE International Conference on Systems, 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
Predicting mine dam levels and energy consumption using artificial intelligence methods.
Proceedings of the IEEE Symposium on Computational Intelligence for Engineering Solutions, 2013
Proceedings of the AFRICON 2013, Pointe aux Piments, Mauritius, September 9-12, 2013, 2013
Proceedings of the AFRICON 2013, Pointe aux Piments, Mauritius, September 9-12, 2013, 2013
2012
Predictive Modeling with Missing Data using an Automatic Relevance Determination Ensemble: a Comparative Study.
Appl. Artif. Intell., 2012
Proceedings of the IEEE Congress on Evolutionary Computation, 2012
2011
Corrigendum to "Multiple classifier application to credit risk assessment" [Expert Systems with Applications 37 (4) (2010) 3326-3336].
Expert Syst. Appl., 2011
Organizational adaptation to Complexity: A study of the South African Insurance Market as a Complex Adaptive System through Statistical Risk Analysis.
CoRR, 2011
Improving the performance of the ripper in insurance risk classification : A comparitive study using feature selection
CoRR, 2011
Improving the Performance of the Support Vector Machine in Insurance Risk Classification - A Comparitive Study.
Proceedings of the NCTA 2011, 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
Proceedings of the AFRICON 2011, 2011
2010
Predicting incomplete gene microarray data with the use of supervised learning algorithms.
Pattern Recognit. Lett., 2010
Intell. Data Anal., 2010
2009
An Empirical Comparison of Techniques for Handling Incomplete Data Using Decision Trees.
Appl. Artif. Intell., 2009
Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2009
2008
Pattern Recognit. Lett., 2008
2007
Filtering, Robust Filtering, Polishing: Techniques for Addressing Quality in Software Data.
Proceedings of the First International Symposium on Empirical Software Engineering and Measurement, 2007
2006
Proceedings of the 28th International Conference on Software Engineering (ICSE 2006), 2006
Assessing the Quality and Cleaning of a Software Project Data Set: An Experience Report.
Proceedings of the 10th International Conference on Evaluation and Assessment in Software Engineering, 2006
2005
PhD thesis, 2005
Proceedings of the 11th IEEE International Symposium on Software Metrics (METRICS 2005), 2005
Comparison of various methods for handling incomplete data in software engineering databases.
Proceedings of the 2005 International Symposium on Empirical Software Engineering (ISESE 2005), 2005