Fulufhelo V. Nelwamondo
Orcid: 0000-0002-6250-5157Affiliations:
- University of Johannesburg, School of Electrical and Electronic Engineering, South Africa
- Council for Scientific and Industrial Research (CSIR), Johannesburg, South Africa
- University of Witwatersrand, School Electrical and Information Engineering, Johannesburg, South Africa (PhD 2008)
According to our database1,
Fulufhelo V. Nelwamondo
authored at least 81 papers
between 2006 and 2022.
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Bibliography
2022
Leveraging Google Search Data and Artificial Intelligence Methods for Provincial-level Influenza Forecasting: A South African Case Study.
Int. J. Online Biomed. Eng., August, 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
Proceedings of the 8th International Conference on Control, 2022
2021
Mob. Inf. Syst., 2021
An Adaptive Heterogeneous Online Learning Ensemble Classifier for Nonstationary Environments.
Comput. Intell. Neurosci., 2021
Appl. Comput. Intell. Soft Comput., 2021
Utilizing Google Search Data With Deep Learning, Machine Learning and Time Series Modeling to Forecast Influenza-Like Illnesses in South Africa.
IEEE Access, 2021
IEEE Access, 2021
2020
Rethinking k-means clustering in the age of massive datasets: a constant-time approach.
Neural Comput. Appl., 2020
IEEE Access, 2020
2019
Int. J. Netw. Secur., 2019
Mechanics of the septal wall may be affected by the presence of fibrotic infarct in the free wall at end-systole.
Int. J. Medical Eng. Informatics, 2019
Proceedings of the Intelligent Systems Design and Applications, 2019
Proceedings of the Intelligent Systems Design and Applications, 2019
2018
Int. J. Manuf. Mater. Mech. Eng., 2018
2017
Proceedings of the 4th International Conference on Systems and Informatics, 2017
Proceedings of the Intelligent Information and Database Systems - 9th Asian Conference, 2017
A Fuzzy Logic Based Network Intrusion Detection System for Predicting the TCP SYN Flooding Attack.
Proceedings of the Intelligent Information and Database Systems - 9th Asian Conference, 2017
Proceedings of the Intelligent Information and Database Systems - 9th Asian Conference, 2017
2016
High resolution feature extraction from optical coherence tomography acquired internal fingerprint.
Proceedings of the 17th IEEE/ACIS International Conference on Software Engineering, 2016
2015
Proceedings of the Computational Collective Intelligence - 7th International Conference, 2015
Using the Cumulative Sum Algorithm Against Distributed Denial of Service Attacks in Internet of Things.
Proceedings of the Context-Aware Systems and Applications - 4th International Conference, 2015
Implementation of anomaly detection algorithms for detecting Transmission Control Protocol Synchronized flooding attacks.
Proceedings of the 12th International Conference on Fuzzy Systems and Knowledge Discovery, 2015
A Fingerprint Indexing Approach Using Multiple Similarity Measures and Spectral Clustering.
Proceedings of the 12th Conference on Computer and Robot Vision, 2015
Segmentation of Forensic Latent Fingerprint Images Lifted Contact-Less from Planar Surfaces with Optical Coherence Tomography.
Proceedings of the 39th Annual Computer Software and Applications Conference, 2015
2014
J. Artif. Intell. Soft Comput. Res., 2014
Proceedings of the 2014 International Symposium on Biometrics and Security Technologies, 2014
Proceedings of the International Image Processing, 2014
Applying Cost-Sensitive Classification for Financial Fraud Detection under High Class-Imbalance.
Proceedings of the 2014 IEEE International Conference on Data Mining Workshops, 2014
Novelty Detection-Based Internal Fingerprint Segmentation in Optical Coherence Tomography Images.
Proceedings of the Second International Symposium on Computing and Networking, 2014
A Support Vector Machine Approach to Detect Financial Statement Fraud in South Africa: A First Look.
Proceedings of the Intelligent Information and Database Systems - 6th Asian Conference, 2014
Proceedings of the Intelligent Information and Database Systems - 6th Asian Conference, 2014
2013
Offline signature verification using locally optimized distance-based classification.
South Afr. Comput. J., 2013
Inf. Sci., 2013
Partial imputation of unseen records to improve classification using a hybrid multi-layered artificial immune system and genetic algorithm.
Appl. Soft Comput., 2013
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
Local directional pattern based signature verification using weighted fractional distance classification.
Proceedings of the 2012 South African Institute of Computer Scientists and Information Technologists Conference, 2012
Proceedings of the Image Analysis and Recognition - 9th International Conference, 2012
Proceedings of the 2012 Second International Conference on Cloud and Green Computing, 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
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
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
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
A Fingerprint Pattern Classification Approach Based on the Coordinate Geometry of Singularities.
Proceedings of the IEEE International Conference on Systems, 2009
2008
Water Demand Prediction using Artificial Neural Networks and Support Vector Regression.
J. Comput., 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
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
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
2007
Autoencoder, Principal Component Analysis and Support Vector Regression for Data Imputation
CoRR, 2007
Condition Monitoring of HV Bushings in the Presence of Missing Data Using Evolutionary Computing
CoRR, 2007
Fuzzy Artmap and Neural Network Approach to Online Processing of Inputs with Missing Values
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 International Joint Conference on Neural Networks, 2007
Proceedings of the FUZZ-IEEE 2007, 2007
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 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