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Publications of Author

1. Fulufhelo Vincent Nelwamondo, Tshilidzi Marwala
   Handling Missing Data from Heteroskedastic and Nonstationary Data. [Citation Graph (0, 0)][DBLP]
   ISNN (1), 2007, pp:1293-1302 [Conf]
   
2. Fulufhelo Vincent Nelwamondo, Tshilidzi Marwala
   Rough Sets Computations to Impute Missing Data [Citation Graph (0, 0)][DBLP]
   CoRR, 2007, v:0, n:, pp:- [Journal]
   
3. Ishmael S. Msiza, Fulufhelo Vincent Nelwamondo, Tshilidzi Marwala
   Artificial Neural Networks and Support Vector Machines for Water Demand Time Series Forecasting [Citation Graph (0, 0)][DBLP]
   CoRR, 2007, v:0, n:, pp:- [Journal]
   
4. Fulufhelo Vincent Nelwamondo, Tshilidzi Marwala
   Fuzzy Artmap and Neural Network Approach to Online Processing of Inputs with Missing Values [Citation Graph (0, 0)][DBLP]
   CoRR, 2007, v:0, n:, pp:- [Journal]
   
5. Unathi Mahola, Fulufhelo Vincent Nelwamondo, Tshilidzi Marwala
   HMM Speaker Identification Using Linear and Non-linear Merging Techniques [Citation Graph (0, 0)][DBLP]
   CoRR, 2007, v:0, n:, pp:- [Journal]
   
6. Sizwe M. Dhlamini, Fulufhelo Vincent Nelwamondo, Tshilidzi Marwala
   Condition Monitoring of HV Bushings in the Presence of Missing Data Using Evolutionary Computing [Citation Graph (0, 0)][DBLP]
   CoRR, 2007, v:0, n:, pp:- [Journal]
   
7. Vukosi N. Marivate, Fulufhelo Vincent Nelwamondo, Tshilidzi Marwala
   Autoencoder, Principal Component Analysis and Support Vector Regression for Data Imputation [Citation Graph (0, 0)][DBLP]
   CoRR, 2007, v:0, n:, pp:- [Journal]
   
8. 
   Rough Set Theory for the Treatment of Incomplete Data. [Citation Graph (, )][DBLP]
   
   
9. 
   Estimating Missing Data and Determining the Confidence of the Estimate Data. [Citation Graph (, )][DBLP]
   
   
10. 
    Investigating Demographic Influences for HIV Classification Using Bayesian Autoassociative Neural Networks. [Citation Graph (, )][DBLP]
    
    
11. 
    Imputation of Missing Data Using PCA, Neuro-Fuzzy and Genetic Algorithms. [Citation Graph (, )][DBLP]
    
    
12. 
    Investigating Ensemble Weight and the Certainty Distributions for Indicating Structural Diversity. [Citation Graph (, )][DBLP]
    
    
13. 
    Water Demand Forecasting Using Multi-layer Perceptron and Radial Basis Functions. [Citation Graph (, )][DBLP]
    
    
14. 
    Hidden Markov Models and Gaussian Mixture Models for Bearing Fault Detection Using Fractals. [Citation Graph (, )][DBLP]
    
    
15. 
    Improving Speaker Identification Rate Using Fractals. [Citation Graph (, )][DBLP]
    
    
16. 
    Artificial Neural Networks and Support Vector Machines for water demand time series forecasting. [Citation Graph (, )][DBLP]
    
    
17. 
    A Fingerprint Pattern Classification Approach Based on the Coordinate Geometry of Singularities. [Citation Graph (, )][DBLP]
    
    
18. 
    Two-Stage Inter-Cell Layout Design for Cellular Manufacturing by Using Ant Colony Optimization Algorithms. [Citation Graph (, )][DBLP]
    
    
19. 
    The Effect of Structural Diversity of an Ensemble of Classifiers on Classification Accuracy [Citation Graph (, )][DBLP]
    
    
20. 
    The use of entropy to measure structural diversity [Citation Graph (, )][DBLP]
    
    
21. 
    Relationship between Diversity and Perfomance of Multiple Classifiers for Decision Support [Citation Graph (, )][DBLP]