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ORCIDFulufhelo V. Nelwamondo
Fulufhelo Vincent Nelwamondo
Person information
- affiliation: University of Johannesburg, School of Electrical and Electronic Engineering, South Africa
- affiliation: Council for Scientific and Industrial Research (CSIR), Johannesburg, South Africa
- affiliation (PhD 2008): University of Witwatersrand, School Electrical and Information Engineering, Johannesburg, South Africa
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2020 – today
- 2022
[j19]Seun O. Olukanmi, Fulufhelo V. Nelwamondo, Nnamdi I. Nwulu:
Leveraging Google Search Data and Artificial Intelligence Methods for Provincial-level Influenza Forecasting: A South African Case Study. Int. J. Online Biomed. Eng. 18(11): 95-126 (2022)- [j18]Tshifhiwa Maumela, Fulufhelo V. Nelwamondo, Tshilidzi Marwala:
Population based training and federated learning frameworks for hyperparameter optimisation and ML unfairness using Ulimisana Optimisation Algorithm. Inf. Sci. 612: 132-150 (2022) - [j17]Peter O. Olukanmi, Fulufhelo V. Nelwamondo, Tshilidzi Marwala, Bhekisipho Twala:
Automatic detection of outliers and the number of clusters in k-means clustering via Chebyshev-type inequalities. Neural Comput. Appl. 34(8): 5939-5958 (2022) - [c50]Tshifhiwa Maumela, Fulufhelo V. Nelwamondo, Tshilidzi Marwala:
Portfolio Optimisation Using Ulimisana Optimisation Algorithm. CoDIT 2022: 1250-1254 - 2021
- [j16]Joshua Afolabi Oluwatobi
, Gugulethu P. Mabuza-Hocquet, Fulufhelo V. Nelwamondo, Babu Sena Paul:
The Use of U-Net Lite and Extreme Gradient Boost (XGB) for Glaucoma Detection. IEEE Access 9: 47411-47424 (2021) - [j15]Seun O. Olukanmi, Fulufhelo V. Nelwamondo, Nnamdi I. Nwulu:
Utilizing Google Search Data With Deep Learning, Machine Learning and Time Series Modeling to Forecast Influenza-Like Illnesses in South Africa. IEEE Access 9: 126822-126836 (2021) - [j14]Tinofirei Museba, Fulufhelo V. Nelwamondo, Khmaies Ouahada, Ayokunle Akinola:
Recurrent Adaptive Classifier Ensemble for Handling Recurring Concept Drifts. Appl. Comput. Intell. Soft Comput. 2021: 5533777:1-5533777:13 (2021) - [j13]Tinofirei Museba, Fulufhelo V. Nelwamondo, Khmaies Ouahada:
An Adaptive Heterogeneous Online Learning Ensemble Classifier for Nonstationary Environments. Comput. Intell. Neurosci. 2021: 6669706:1-6669706:11 (2021) - [j12]Tinofirei Museba, Fulufhelo V. Nelwamondo, Khmaies Ouahada:
ADES: A New Ensemble Diversity-Based Approach for Handling Concept Drift. Mob. Inf. Syst. 2021: 5549300:1-5549300:17 (2021) - 2020
- [j11]Tshifhiwa Maumela, Fulufhelo V. Nelwamondo, Tshilidzi Marwala:
Introducing Ulimisana Optimization Algorithm Based on Ubuntu Philosophy. IEEE Access 8: 179244-179258 (2020) - [j10]Peter O. Olukanmi, Fulufhelo V. Nelwamondo, Tshilidzi Marwala:
Rethinking k-means clustering in the age of massive datasets: a constant-time approach. Neural Comput. Appl. 32(19): 15445-15467 (2020)
2010 – 2019
- 2019
- [j9]Fulufhelo V. Nelwamondo:
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 11(3): 205-225 (2019) - [j8]Nenekazi Nokuthala Penelope Mkuzangwe, Fulufhelo V. Nelwamondo:
Differentially Private Transmission Control Protocol Synchronize Packet Counts. Int. J. Netw. Secur. 21(5): 835-842 (2019) - [c49]Joshua Afolabi Oluwatobi, Gugulethu Mabuza-Hocquet, Fulufhelo V. Nelwamondo:
Assessment of the ISNT Rule on Publicly Available Datasets. ISDA 2019: 278-286 - [c48]Joshua Afolabi Oluwatobi, Gugulethu Mabuza-Hocquet, Fulufhelo V. Nelwamondo:
The Use of Area Covered by Blood Vessels in Fundus Images to Detect Glaucoma. ISDA 2019: 365-375 - 2018
- [j7]Rudzani Sigwadi, Fulufhelo V. Nelwamondo, Sizwe M. Dhlamini, Touhani Mokrani:
Mechanical Strength Of Nafion®/ZrO2 Nano-Composite Membrane. Int. J. Manuf. Mater. Mech. Eng. 8(1): 54-65 (2018) - 2017
- [c47]Nenekazi Nokuthala Penelope Mkuzangwe, Fulufhelo Vincent Nelwamondo:
A Fuzzy Logic Based Network Intrusion Detection System for Predicting the TCP SYN Flooding Attack. ACIIDS (2) 2017: 14-22 - [c46]Stephen Obakeng Moepya, Fulufhelo V. Nelwamondo, Bhekisipho Twala:
Increasing the Detection of Minority Class Instances in Financial Statement Fraud. ACIIDS (2) 2017: 33-43 - [c45]Gugulethu Mabuza-Hocquet, Fulufhelo V. Nelwamondo, Tshilidzi Marwala:
Ethnicity Distinctiveness Through Iris Texture Features Using Gabor Filters. ACIIDS (2) 2017: 551-560 - [c44]Nenekazi N. P. Mkuzangwe, Fulufhelo V. Nelwamondo:
Ensemble of classifiers based network intrusion detection system performance bound. ICSAI 2017: 970-974 - 2016
- [c43]Rethabile Khutlang, Nontokozo P. Khanyile, Sisanda Makinana, Fulufhelo V. Nelwamondo:
High resolution feature extraction from optical coherence tomography acquired internal fingerprint. SNPD 2016: 637-641 - 2015
- [c42]Rethabile Khutlang, Fulufhelo V. Nelwamondo, Ann Singh:
Segmentation of Forensic Latent Fingerprint Images Lifted Contact-Less from Planar Surfaces with Optical Coherence Tomography. COMPSAC Workshops 2015: 30-34 - [c41]Ntethelelo A. Mngenge, Linda Mthembu, Fulufhelo V. Nelwamondo, Cynthia H. Ngejane:
A Fingerprint Indexing Approach Using Multiple Similarity Measures and Spectral Clustering. CRV 2015: 208-213 - [c40]Nenekazi N. P. Mkuzangwe, Andre McDonald, Fulufhelo V. Nelwamondo:
Implementation of anomaly detection algorithms for detecting Transmission Control Protocol Synchronized flooding attacks. FSKD 2015: 2137-2141 - [c39]Pheeha Machaka, Andre McDonald, Fulufhelo V. Nelwamondo, Antoine B. Bagula:
Using the Cumulative Sum Algorithm Against Distributed Denial of Service Attacks in Internet of Things. ICCASA 2015: 62-72 - [c38]Stephen O. Moepya, Sharat S. Akhoury, Fulufhelo V. Nelwamondo, Bhekisipho Twala:
Measuring the Impact of Imputation in Financial Fraud. ICCCI (2) 2015: 533-543 - 2014
- [j6]Sisanda Makinana, Tendani Malumedzha, Fulufhelo V. Nelwamondo:
Quality Parameter Assessment on iris Images. J. Artif. Intell. Soft Comput. Res. 4(1): 21-30 (2014) - [c37]Stephen O. Moepya, Fulufhelo V. Nelwamondo, Christiaan van der Walt:
A Support Vector Machine Approach to Detect Financial Statement Fraud in South Africa: A First Look. ACIIDS (2) 2014: 42-51 - [c36]Sisanda Makinana, Tendani Malumedzha, Fulufhelo V. Nelwamondo:
Iris Image Quality Assessment Based on Quality Parameters. ACIIDS (1) 2014: 571-580 - [c35]Rethabile Khutlang, Fulufhelo V. Nelwamondo:
Novelty Detection-Based Internal Fingerprint Segmentation in Optical Coherence Tomography Images. CANDAR 2014: 556-559 - [c34]Stephen O. Moepya, Sharat S. Akhoury, Fulufhelo V. Nelwamondo:
Applying Cost-Sensitive Classification for Financial Fraud Detection under High Class-Imbalance. ICDM Workshops 2014: 183-192 - [c33]Cynthia S. Mlambo, Fulufhelo V. Nelwamondo, Mmamolatelo E. Mathekga:
An improved Hough Transform-based Fingerprint Alignment Approach. IPAS 2014: 1-6 - [c32]Cynthia S. Mlambo, Fulufhelo V. Nelwamondo, Mmamolatelo E. Mathekga:
Comparison of effective hough transform-based fingerprint alignment approaches. ISBAST 2014: 84-89 - 2013
- [j5]Mlungisi Duma, Tshilidzi Marwala, Bhekisipho Twala, Fulufhelo V. Nelwamondo:
Partial imputation of unseen records to improve classification using a hybrid multi-layered artificial immune system and genetic algorithm. Appl. Soft Comput. 13(12): 4461-4480 (2013) - [j4]Fulufhelo V. Nelwamondo, Dan Golding, Tshilidzi Marwala:
A dynamic programming approach to missing data estimation using neural networks. Inf. Sci. 237: 49-58 (2013) - [j3]Yaseen Moolla, Serestina Viriri, Fulufhelo V. Nelwamondo, Jules-Raymond Tapamo:
Offline signature verification using locally optimized distance-based classification. South Afr. Comput. J. 50: 15-27 (2013) - 2012
- [j2]Mlungisi Duma, Bhekisipho Twala, Fulufhelo V. Nelwamondo, Tshilidzi Marwala:
Predictive Modeling with Missing Data using an Automatic Relevance Determination Ensemble: a Comparative Study. Appl. Artif. Intell. 26(10): 967-984 (2012) - [c31]Tshegofatso Thejane, Fulufhelo V. Nelwamondo, Jacoba E. Smit, Tshilidzi Marwala:
Influence of the auditory canal number of segments and radius variation on the outer ear frequency response. BHI 2012: 384-387 - [c30]Mlungisi Duma, Bhekisipho Twala, Tshilidzi Marwala, Fulufhelo Vincent Nelwamondo:
Classification with missing data using multi-layered artificial immune systems. IEEE Congress on Evolutionary Computation 2012: 1-8 - [c29]Hippolyte Djonon Tsague, Fulufhelo V. Nelwamondo, Ntsika Msimang:
An Advanced Mutual-authentication Algorithm Using 3DES for Smart Card Systems. CGC 2012: 660-666 - [c28]Ntethelelo A. Mngenge, Fulufhelo V. Nelwamondo, Tendani Malumedzha, Ntsika Msimang:
Quality-Based Fingerprint Segmentation. ICIAR (2) 2012: 54-63 - [c27]Yaseen Moolla, Serestina Viriri, Jules-Raymond Tapamo, Fulufhelo V. Nelwamondo:
Local directional pattern based signature verification using weighted fractional distance classification. SAICSIT 2012: 79-83 - [c26]Bo Xing, Wen-jing Gao, Fulufhelo V. Nelwamondo, Kimberly Battle, Tshilidzi Marwala:
Swarm Intelligence Supported e-Remanufacturing. ICSI (1) 2012: 45-52 - [c25]Bo Xing, Wen-jing Gao, Fulufhelo V. Nelwamondo, Kimberly Battle, Tshilidzi Marwala:
The Effects of Customer Perceived Disposal Hardship on Post-Consumer Product Remanufacturing: A Multi-agent Perspective. ICSI (2) 2012: 209-216 - [c24]Bo Xing, Wen-jing Gao, Fulufhelo V. Nelwamondo, Kimberly Battle, Tshilidzi Marwala:
TAC-RMTO: Trading Agent Competition in Remanufacture-to-Order. ICSI (2) 2012: 519-526 - [i13]Bo Xing, Wen-jing Gao, Fulufhelo V. Nelwamondo, Kimberly Battle, Tshilidzi Marwala:
Soft Computing in Product Recovery: A Survey Focusing on Remanufacturing System. CoRR abs/1206.0908 (2012) - 2011
- [c23]Mlungisi Duma, Bhekisipho Twala, Tshilidzi Marwala, Fulufhelo V. Nelwamondo:
Improving the Performance of the Ripper in Insurance Risk Classification - A Comparitive Study using Feature Selection. ICINCO (1) 2011: 203-210 - [c22]Mlungisi Duma, Bhekisipho Twala, Tshilidzi Marwala, Fulufhelo V. Nelwamondo:
Improving the Performance of the Support Vector Machine in Insurance Risk Classification - A Comparitive Study. IJCCI (NCTA) 2011: 340-346 - 2010
- [c21]Bo Xing, Wen-jing Gao, Fulufhelo V. Nelwamondo, Kimberly Battle, Tshilidzi Marwala:
Ant colony optimization for automated storage and retrieval system. IEEE Congress on Evolutionary Computation 2010: 1-7 - [c20]Bo Xing, Wen-jing Gao, Fulufhelo V. Nelwamondo, Kimberly Battle, Tshilidzi Marwala:
Cellular manufacturing system scheduling under fuzzy constraints: A group technology perspective. FUZZ-IEEE 2010: 1-8 - [c19]Craig D. Boesack, Tshilidzi Marwala, Fulufhelo V. Nelwamondo:
Application of GA-Fuzzy Controller design to Automatic Generation Control. IWACI 2010: 227-232 - [c18]George Anderson, Tshilidzi Marwala, Fulufhelo Vincent Nelwamondo:
A Response Surface Methodology approach to operating system scheduler tuning. SMC 2010: 2684-2689 - [c17]Bo Xing, Wen-jing Gao, Kimberly Battle, Tshilidzi Marwala, Fulufhelo V. Nelwamondo:
Intelligent travel route planning for bridge crane type of material handling equipment in cellular manufacturing. SMC 2010: 2795-2799 - [c16]Bo Xing, Wen-jing Gao, Kimberly Battle, Tshilidzi Marwala, Fulufhelo V. Nelwamondo:
Can ant algorithms make automated guided vehicle system more intelligent? SMC 2010: 3226-3234 - [c15]Bo Xing, Wen-jing Gao, Kimberly Battle, Tshilidzi Marwala, Fulufhelo V. Nelwamondo:
Ant stigmergy shop floor control architecture for intelligent product oriented manufacturing system. SMC 2010: 4182-4189 - [c14]Bo Xing, Wen-jing Gao, Fulufhelo V. Nelwamondo, Kimberly Battle, Tshilidzi Marwala:
Two-Stage Inter-Cell Layout Design for Cellular Manufacturing by Using Ant Colony Optimization Algorithms. ICSI (1) 2010: 281-289 - [i12]George Anderson, Tshilidzi Marwala, Fulufhelo V. Nelwamondo:
Use of Data Mining in Scheduler Optimization. CoRR abs/1011.1735 (2010) - [i11]George Anderson, Tshilidzi Marwala, Fulufhelo Vincent Nelwamondo:
Application of Global and One-Dimensional Local Optimization to Operating System Scheduler Tuning. CoRR abs/1012.4045 (2010) - [i10]Bo Xing, Wen-jing Gao, Kimberly Battle, Tshilidzi Marwala, Fulufhelo V. Nelwamondo:
Artificial Intelligence in Reverse Supply Chain Management: The State of the Art. CoRR abs/1012.4046 (2010)
2000 – 2009
- 2009
- [c13]Ishmael S. Msiza, Brain Leke-Betechuoh, Fulufhelo V. Nelwamondo, Ntsika Msimang:
A Fingerprint Pattern Classification Approach Based on the Coordinate Geometry of Singularities. SMC 2009: 510-517 - 2008
- [j1]Ishmael S. Msiza, Fulufhelo V. Nelwamondo, Tshilidzi Marwala:
Water Demand Prediction using Artificial Neural Networks and Support Vector Regression. J. Comput. 3(11): 1-8 (2008) - [c12]Jaisheel Mistry, Fulufhelo V. Nelwamondo, Tshilidzi Marwala:
Estimating Missing Data and Determining the Confidence of the Estimate Data. ICMLA 2008: 752-755 - [c11]Nthabiseng Hlalele, Fulufhelo V. Nelwamondo, Tshilidzi Marwala:
Imputation of Missing Data Using PCA, Neuro-Fuzzy and Genetic Algorithms. ICONIP (2) 2008: 485-492 - [c10]Lesedi Melton Masisi, Fulufhelo V. Nelwamondo, Tshilidzi Marwala:
Investigating Ensemble Weight and the Certainty Distributions for Indicating Structural Diversity. ICONIP (2) 2008: 517-524 - [c9]Jaisheel Mistry, Fulufhelo V. Nelwamondo, Tshilidzi Marwala:
Investigating Demographic Influences for HIV Classification Using Bayesian Autoassociative Neural Networks. ICONIP (2) 2008: 752-759 - [c8]Welile S. Miya, Lindokuhle Justice Mpanza, Tshilidzi Marwala, Fulufhelo V. Nelwamondo:
Condition monitoring of oil-impregnated paper bushings using Extension Neural Network, Gaussian Mixture and Hidden Markov Models. SMC 2008: 1954-1959 - [i9]Lesedi Melton Masisi, Fulufhelo V. Nelwamondo, Tshilidzi Marwala:
The Effect of Structural Diversity of an Ensemble of Classifiers on Classification Accuracy. CoRR abs/0804.4741 (2008) - [i8]Lesedi Melton Masisi, Fulufhelo V. Nelwamondo, Tshilidzi Marwala:
The use of entropy to measure structural diversity. CoRR abs/0810.3525 (2008) - [i7]R. Musehane, F. Netshiongolwe, Fulufhelo V. Nelwamondo, Lesedi Melton Masisi, Tshilidzi Marwala:
Relationship between Diversity and Perfomance of Multiple Classifiers for Decision Support. CoRR abs/0810.3865 (2008) - 2007
- [c7]Fulufhelo V. Nelwamondo, Tshilidzi Marwala:
Rough Set Theory for the Treatment of Incomplete Data. FUZZ-IEEE 2007: 1-6 - [c6]Ishmael S. Msiza, Fulufhelo V. Nelwamondo, Tshilidzi Marwala:
Water Demand Forecasting Using Multi-layer Perceptron and Radial Basis Functions. IJCNN 2007: 13-18 - [c5]Fulufhelo V. Nelwamondo, Tshilidzi Marwala:
Handling Missing Data from Heteroskedastic and Nonstationary Data. ISNN (1) 2007: 1293-1302 - [c4]Ishmael S. Msiza, Fulufhelo V. Nelwamondo, Tshilidzi Marwala:
Artificial Neural Networks and Support Vector Machines for water demand time series forecasting. SMC 2007: 638-643 - [i6]Fulufhelo Vincent Nelwamondo, Tshilidzi Marwala:
Rough Sets Computations to Impute Missing Data. CoRR abs/0704.3635 (2007) - [i5]Ishmael S. Msiza, Fulufhelo V. Nelwamondo, Tshilidzi Marwala:
Artificial Neural Networks and Support Vector Machines for Water Demand Time Series Forecasting. CoRR abs/0705.0969 (2007) - [i4]Fulufhelo V. Nelwamondo, Tshilidzi Marwala:
Fuzzy Artmap and Neural Network Approach to Online Processing of Inputs with Missing Values. CoRR abs/0705.1031 (2007) - [i3]Unathi Mahola, Fulufhelo V. Nelwamondo, Tshilidzi Marwala:
HMM Speaker Identification Using Linear and Non-linear Merging Techniques. CoRR abs/0705.1585 (2007) - [i2]Sizwe M. Dhlamini, Fulufhelo V. Nelwamondo, Tshilidzi Marwala:
Condition Monitoring of HV Bushings in the Presence of Missing Data Using Evolutionary Computing. CoRR abs/0705.2516 (2007) - [i1]Vukosi Ntsakisi Marivate, Fulufhelo V. Nelwamondo, Tshilidzi Marwala:
Autoencoder, Principal Component Analysis and Support Vector Regression for Data Imputation. CoRR abs/0709.2506 (2007) - 2006
- [c3]Fulufhelo V. Nelwamondo, Unathi Mahola, Tshilidzi Marwala:
Improving Speaker Identification Rate Using Fractals. IJCNN 2006: 3231-3236 - [c2]Tshilidzi Marwala, Unathi Mahola, Fulufhelo V. Nelwamondo:
Hidden Markov Models and Gaussian Mixture Models for Bearing Fault Detection Using Fractals. IJCNN 2006: 3237-3242 - [c1]Fulufhelo V. Nelwamondo, Tshilidzi Marwala:
Faults Detection Using Gaussian Mixture Models, Mel-Frequency Cepstral Coefficients and Kurtosis. SMC 2006: 290-295
Coauthor Index
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