Tshilidzi Marwala

	2009
85		Adam Pantanowitz, Tshilidzi Marwala: Evaluating the Impact of Missing Data Imputation. ADMA 2009: 577-586
84		Tshilidzi Marwala: Foundations for a Developmental State: A case for technical education CoRR abs/0907.2019: (2009)
83		Linda Mthembu, Tshilidzi Marwala, Michael I. Friswell, Sondipon Adhikari: Finite element model selection using Particle Swarm Optimization CoRR abs/0910.2217: (2009)
82		Evan Hurwitz, Tshilidzi Marwala: State of the Art Review for Applying Computational Intelligence and Machine Learning Techniques to Portfolio Optimisation CoRR abs/0910.2276: (2009)
	2008
81		Nthabiseng Hlalele, Fulufhelo Vincent Nelwamondo, Tshilidzi Marwala: Imputation of Missing Data Using PCA, Neuro-Fuzzy and Genetic Algorithms. ICONIP (2) 2008: 485-492
80		Lesedi Melton Masisi, Fulufhelo Vincent Nelwamondo, Tshilidzi Marwala: Investigating Ensemble Weight and the Certainty Distributions for Indicating Structural Diversity. ICONIP (2) 2008: 517-524
79		Pretesh B. Patel, Tshilidzi Marwala: Caller Interaction Classification: A Comparison of Real and Binary Coded GA-MLP Techniques. ICONIP (2) 2008: 728-735
78		Jaisheel Mistry, Fulufhelo Vincent Nelwamondo, Tshilidzi Marwala: Investigating Demographic Influences for HIV Classification Using Bayesian Autoassociative Neural Networks. ICONIP (2) 2008: 752-759
77		George Ssali, Tshilidzi Marwala: Computational intelligence and decision trees for missing data estimation. IJCNN 2008: 201-207
76		Vukosi N. Marivate, Tshilidzi Marwala: Introduction to Relational Networks for Classification CoRR abs/0804.4682: (2008)
75		Lesedi Melton Masisi, Fulufhelo Vincent Nelwamondo, Tshilidzi Marwala: The Effect of Structural Diversity of an Ensemble of Classifiers on Classification Accuracy CoRR abs/0804.4741: (2008)
74		Meir Perez, Tshilidzi Marwala: Stochastic Optimization Approaches for Solving Sudoku CoRR abs/0805.0697: (2008)
73		Vukosi N. Marivate, George Ssali, Tshilidzi Marwala: An Intelligent Multi-Agent Recommender System for Human Capacity Building CoRR abs/0806.2216: (2008)
72		Vukosi N. Marivate, Tshilidzi Marwala: Social Learning Methods in Board Games CoRR abs/0810.3474: (2008)
71		Lesedi Melton Masisi, Fulufhelo Vincent Nelwamondo, Tshilidzi Marwala: The use of entropy to measure structural diversity CoRR abs/0810.3525: (2008)
70		Dan Golding, Linda Wilson, Tshilidzi Marwala: Emergency Centre Organization and Automated Triage System CoRR abs/0810.3671: (2008)
69		R. Musehane, F. Netshiongolwe, Fulufhelo Vincent Nelwamondo, Lesedi Melton Masisi, Tshilidzi Marwala: Relationship between Diversity and Perfomance of Multiple Classifiers for Decision Support CoRR abs/0810.3865: (2008)
68		Sarah Wright, Tshilidzi Marwala: Artificial Intelligence Techniques for Steam Generator Modelling CoRR abs/0811.1711: (2008)
67		Anthony Gidudu, B. Abe, Tshilidzi Marwala: Land Cover Mapping Using Ensemble Feature Selection Methods CoRR abs/0811.2016: (2008)
66		Baruch Lubinsky, Bekir Genc, Tshilidzi Marwala: Prediction of Platinum Prices Using Dynamically Weighted Mixture of Experts CoRR abs/0812.2785: (2008)
65		Bodie Crossingham, Tshilidzi Marwala: Using optimisation techniques for discretizing rough set partitions. Int. J. Hybrid Intell. Syst. 5(4): 219-236 (2008)
64		Ishmael S. Msiza, Fulufhelo Vincent Nelwamondo, Tshilidzi Marwala: Water Demand Prediction using Artificial Neural Networks and Support Vector Regression. JCP 3(11): 1-8 (2008)
	2007
63		Fulufhelo Vincent Nelwamondo, Tshilidzi Marwala: Rough Set Theory for the Treatment of Incomplete Data. FUZZ-IEEE 2007: 1-6
62		Ishmael S. Msiza, Fulufhelo Vincent Nelwamondo, Tshilidzi Marwala: Water Demand Forecasting Using Multi-layer Perceptron and Radial Basis Functions. IJCNN 2007: 13-18
61		Shakir Mohamed, David Rubin, Tshilidzi Marwala: Incremental Learning for Classification of Protein Sequences. IJCNN 2007: 19-24
60		Christina B. Vilakazi, Tshilidzi Marwala: Online Incremental Learning for High Voltage Bushing Condition Monitoring. IJCNN 2007: 2521-2526
59		Christina B. Vilakazi, Tshilidzi Marwala: Incremental Learning and Its Application to Bushing Condition Monitoring. ISNN (1) 2007: 1237-1246
58		Fulufhelo Vincent Nelwamondo, Tshilidzi Marwala: Handling Missing Data from Heteroskedastic and Nonstationary Data. ISNN (1) 2007: 1293-1302
57		Evan Hurwitz, Tshilidzi Marwala: Learning to bluff. SMC 2007: 1188-1193
56		Ishmael S. Msiza, Fulufhelo Vincent Nelwamondo, Tshilidzi Marwala: Artificial Neural Networks and Support Vector Machines for water demand time series forecasting. SMC 2007: 638-643
55		Christina B. Vilakazi, Tshilidzi Marwala: Agents and multi-agent systems and application to condition monitoring. SMC 2007: 644-649
54		Tshilidzi Marwala, Bodie Crossingham: Bayesian approach to rough set CoRR abs/0704.3433: (2007)
53		Shakir Mohamed, David Rubin, Tshilidzi Marwala: An Adaptive Strategy for the Classification of G-Protein Coupled Receptors CoRR abs/0704.3453: (2007)
52		Fulufhelo Vincent Nelwamondo, Tshilidzi Marwala: Rough Sets Computations to Impute Missing Data CoRR abs/0704.3635: (2007)
51		Tshilidzi Marwala, Unathi Mahola, Snehashish Chakraverty: Fault Classification in Cylinders Using Multilayer Perceptrons, Support Vector Machines and Guassian Mixture Models CoRR abs/0705.0197: (2007)
50		Lukasz A. Machowski, Tshilidzi Marwala: Using Images to create a Hierarchical Grid Spatial Index CoRR abs/0705.0204: (2007)
49		Evan Hurwitz, Tshilidzi Marwala: Learning to Bluff CoRR abs/0705.0693: (2007)
48		Tshilidzi Marwala, Bodie Crossingham: Bayesian Approach to Neuro-Rough Models CoRR abs/0705.0761: (2007)
47		Jonathan M. Spiller, Tshilidzi Marwala: Medical Image Segmentation and Localization using Deformable Templates CoRR abs/0705.0781: (2007)
46		D. L. Falk, D. M. Rubin, Tshilidzi Marwala: Enhancement of Noisy Planar Nuclear Medicine Images using Mean Field Annealing CoRR abs/0705.0828: (2007)
45		Dhiresh R. Surajpal, Tshilidzi Marwala: An Independent Evaluation of Subspace Face Recognition Algorithms CoRR abs/0705.0952: (2007)
44		Ishmael S. Msiza, Fulufhelo Vincent Nelwamondo, Tshilidzi Marwala: Artificial Neural Networks and Support Vector Machines for Water Demand Time Series Forecasting CoRR abs/0705.0969: (2007)
43		Fulufhelo Vincent Nelwamondo, Tshilidzi Marwala: Fuzzy Artmap and Neural Network Approach to Online Processing of Inputs with Missing Values CoRR abs/0705.1031: (2007)
42		E. Habtemariam, Tshilidzi Marwala, Monica Lagazio: Artificial Intelligence for Conflict Management CoRR abs/0705.1209: (2007)
41		Tshilidzi Marwala: Control of Complex Systems Using Bayesian Networks and Genetic Algorithm CoRR abs/0705.1214: (2007)
40		Emil Marais, Tshilidzi Marwala: Predicting the Presence of Internet Worms using Novelty Detection CoRR abs/0705.1288: (2007)
39		M. A. Herzog, Tshilidzi Marwala, P. S. Heyns: Machine and Component Residual Life Estimation through the Application of Neural Networks CoRR abs/0705.1390: (2007)
38		Unathi Mahola, Fulufhelo Vincent Nelwamondo, Tshilidzi Marwala: HMM Speaker Identification Using Linear and Non-linear Merging Techniques CoRR abs/0705.1585: (2007)
37		L. Mdlazi, Tshilidzi Marwala, C. J. Stander, C. Scheffer, P. S. Heyns: Principal Component Analysis and Automatic Relevance Determination in Damage Identification CoRR abs/0705.1672: (2007)
36		L. Mdlazi, C. J. Stander, P. S. Heyns, Tshilidzi Marwala: Using artificial intelligence for data reduction in mechanical engineering CoRR abs/0705.1673: (2007)
35		Lukasz A. Machowski, Tshilidzi Marwala: Evolutionary Optimisation Methods for Template Based Image Registration CoRR abs/0705.1674: (2007)
34		Michael Maio Pires, Tshilidzi Marwala: Option Pricing Using Bayesian Neural Networks CoRR abs/0705.1680: (2007)
33		Tshilidzi Marwala, Philippe De Wilde, Luís Correia, Pedro Mariano, Rita Almeida Ribeiro, Vladimir Abramov, Nick B. Szirbik, Jan Goossenaerts: Scalability and Optimisation of a Committee of Agents Using Genetic Algorithm CoRR abs/0705.1757: (2007)
32		Tshilidzi Marwala: Finite Element Model Updating Using Response Surface Method CoRR abs/0705.1759: (2007)
31		Tshilidzi Marwala: Dynamic Model Updating Using Particle Swarm Optimization Method CoRR abs/0705.1760: (2007)
30		Tshilidzi Marwala, Monica Lagazio: Modeling and Controlling Interstate Conflict CoRR abs/0705.1761: (2007)
29		Snehashish Chakraverty, Tshilidzi Marwala, Pallavi Gupta, Thando Tettey: Response Prediction of Structural System Subject to Earthquake Motions using Artificial Neural Network CoRR abs/0705.2235: (2007)
28		Tshilidzi Marwala, Thando Tettey, Snehashish Chakraverty: Fault Classification using Pseudomodal Energies and Neuro-fuzzy modelling CoRR abs/0705.2236: (2007)
27		Sizwe M. Dhlamini, Tshilidzi Marwala, Thokozani Majozi: Fuzzy and Multilayer Perceptron for Evaluation of HV Bushings CoRR abs/0705.2305: (2007)
26		Bradley van Aardt, Tshilidzi Marwala: A Study in a Hybrid Centralised-Swarm Agent Community CoRR abs/0705.2307: (2007)
25		Christina B. Vilakazi, Tshilidzi Marwala, P. Mautla, E. Moloto: On-Line Condition Monitoring using Computational Intelligence CoRR abs/0705.2310: (2007)
24		Bodie Crossingham, Tshilidzi Marwala: Using Genetic Algorithms to Optimise Rough Set Partition Sizes for HIV Data Analysis CoRR abs/0705.2485: (2007)
23		Sizwe M. Dhlamini, Fulufhelo Vincent Nelwamondo, Tshilidzi Marwala: Condition Monitoring of HV Bushings in the Presence of Missing Data Using Evolutionary Computing CoRR abs/0705.2516: (2007)
22		Tshilidzi Marwala, Christina B. Vilakazi: Computational Intelligence for Condition Monitoring CoRR abs/0705.2604: (2007)
21		Evan Hurwitz, Tshilidzi Marwala: Multi-Agent Modeling Using Intelligent Agents in the Game of Lerpa CoRR abs/0706.0280: (2007)
20		Simon Scurrell, Tshilidzi Marwala, David Rubin: Automatic Detection of Pulmonary Embolism using Computational Intelligence CoRR abs/0706.0300: (2007)
19		Vukosi N. Marivate, Fulufhelo Vincent Nelwamondo, Tshilidzi Marwala: Autoencoder, Principal Component Analysis and Support Vector Regression for Data Imputation CoRR abs/0709.2506: (2007)
18		Greg Hulley, Tshilidzi Marwala: Evolving Classifiers: Methods for Incremental Learning CoRR abs/0709.3965: (2007)
17		Anthony Gidudu, Greg Hulley, Tshilidzi Marwala: Classification of Images Using Support Vector Machines CoRR abs/0709.3967: (2007)
16		Anthony Gidudu, Greg Hulley, Tshilidzi Marwala: Image Classification Using SVMs: One-against-One Vs One-against-All CoRR abs/0711.2914: (2007)
15		Tshilidzi Marwala: Bayesian training of neural networks using genetic programming. Pattern Recognition Letters 28(12): 1452-1458 (2007)
	2006
14		Dalton Lunga, Tshilidzi Marwala: Time Series Analysis Using Fractal Theory and Online Ensemble Classifiers. Australian Conference on Artificial Intelligence 2006: 312-321
13		Thando Tettey, Tshilidzi Marwala: Neuro-fuzzy Modeling and Fuzzy Rule Extraction Applied to Conflict Management. ICONIP (3) 2006: 1087-1094
12		Pretesh B. Patel, Tshilidzi Marwala: Neural Networks, Fuzzy Inference Systems and Adaptive-Neuro Fuzzy Inference Systems for Financial Decision Making. ICONIP (3) 2006: 430-439
11		Dalton Lunga, Tshilidzi Marwala: Online Forecasting of Stock Market Movement Direction Using the Improved Incremental Algorithm. ICONIP (3) 2006: 440-449
10		Fola Soares, John Burken, Tshilidzi Marwala: Neural Network Applications in Advanced Aircraft Flight Control System, a Hybrid System, a Flight Test Demonstration. ICONIP (3) 2006: 684-691
9		Fulufhelo Vincent Nelwamondo, Unathi Mahola, Tshilidzi Marwala: Improving Speaker Identification Rate Using Fractals. IJCNN 2006: 3231-3236
8		Tshilidzi Marwala, Unathi Mahola, Fulufhelo Vincent Nelwamondo: Hidden Markov Models and Gaussian Mixture Models for Bearing Fault Detection Using Fractals. IJCNN 2006: 3237-3242
7		Tshilidzi Marwala: Bayesian Training of Neural Networks Using Genetic Programming. IJCNN 2006: 3622-3626
6		Shakir Mohamed, Thando Tettey, Tshilidzi Marwala: An Extension Neural Network and Genetic Algorithm for Bearing Fault Classification. IJCNN 2006: 3942-3948
	2005
5		Mussa Abdella, Tshilidzi Marwala: The Use of Genetic Algorithms and Neural Networks to Approximate Missing Data in Database. Computers and Artificial Intelligence 24(6): (2005)
	2004
4		Eyob Teweldemedhin, Tshilidzi Marwala, Conrad Mueller: Agent-Based Modelling: A Case Study in HIV Epidemic. HIS 2004: 154-159
3		Zaheer A. Dindar, Tshilidzi Marwala: Option pricing using a committee of neural networks and optimized networks. SMC (1) 2004: 434-438
2		Michael Maio Pires, Tshilidzi Marwala: American option pricing using multi-layer perceptron and support vector machine. SMC (2) 2004: 1279-1285
1		Lukasz A. Machowski, Tshilidzi Marwala: Representing and classifying 2D shapes of real-world objects using neural networks. SMC (7) 2004: 6366-6372

Coauthor Index

1	Bradley van Aardt	[26]
2	Mussa Abdella	[5]
3	B. Abe	[67]
4	Vladimir Abramov	[33]
5	Sondipon Adhikari	[83]
6	John Burken	[10]
7	Snehashish Chakraverty	[28] [29] [51]
8	Luís Correia	[33]
9	Bodie Crossingham	[24] [48] [54] [65]
10	Sizwe M. Dhlamini	[23] [27]
11	Zaheer A. Dindar	[3]
12	D. L. Falk	[46]
13	Michael I. Friswell	[83]
14	Bekir Genc	[66]
15	Anthony Gidudu	[16] [17] [67]
16	Dan Golding	[70]
17	Jan Goossenaerts	[33]
18	Pallavi Gupta	[29]
19	E. Habtemariam	[42]
20	M. A. Herzog	[39]
21	P. S. Heyns	[36] [37] [39]
22	Nthabiseng Hlalele	[81]
23	Greg Hulley	[16] [17] [18]
24	Evan Hurwitz	[21] [49] [57] [82]
25	Monica Lagazio	[30] [42]
26	Baruch Lubinsky	[66]
27	Dalton Lunga	[11] [14]
28	Lukasz A. Machowski	[1] [35] [50]
29	Unathi Mahola	[8] [9] [38] [51]
30	Thokozani Majozi	[27]
31	Emil Marais	[40]
32	Pedro Mariano	[33]
33	Vukosi N. Marivate	[19] [72] [73] [76]
34	Lesedi Melton Masisi	[69] [71] [75] [80]
35	P. Mautla	[25]
36	L. Mdlazi	[36] [37]
37	Jaisheel Mistry	[78]
38	Shakir Mohamed	[6] [53] [61]
39	E. Moloto	[25]
40	Ishmael S. Msiza	[44] [56] [62] [64]
41	Linda Mthembu	[83]
42	Conrad Mueller	[4]
43	R. Musehane	[69]
44	Fulufhelo Vincent Nelwamondo	[8] [9] [19] [23] [38] [43] [44] [52] [56] [58] [62] [63] [64] [69] [71] [75] [78] [80] [81]
45	F. Netshiongolwe	[69]
46	Adam Pantanowitz	[85]
47	Pretesh B. Patel	[12] [79]
48	Meir Perez	[74]
49	Michael Maio Pires	[2] [34]
50	Rita Almeida Ribeiro	[33]
51	D. M. Rubin	[46]
52	David Rubin	[20] [53] [61]
53	C. Scheffer	[37]
54	Simon Scurrell	[20]
55	Fola Soares	[10]
56	Jonathan M. Spiller	[47]
57	George Ssali	[73] [77]
58	C. J. Stander	[36] [37]
59	Dhiresh R. Surajpal	[45]
60	Nicolae B. Szirbik (Nick B. Szirbik)	[33]
61	Thando Tettey	[6] [13] [28] [29]
62	Eyob Teweldemedhin	[4]
63	Christina B. Vilakazi	[22] [25] [55] [59] [60]
64	Philippe De Wilde	[33]
65	Linda Wilson	[70]
66	Sarah Wright	[68]

Colors in the list of coauthors