Tshilidzi Marwala

2008
58	EE	Vukosi N. Marivate, Tshilidzi Marwala: Introduction to Relational Networks for Classification CoRR abs/0804.4682: (2008)
57	EE	Lesedi Masisi, Fulufhelo Vincent Nelwamondo, Tshilidzi Marwala: The Effect of Structural Diversity of an Ensemble of Classifiers on Classification Accuracy CoRR abs/0804.4741: (2008)
56	EE	Meir Perez, Tshilidzi Marwala: Stochastic Optimization Approaches for Solving Sudoku CoRR abs/0805.0697: (2008)
2007
55	EE	Ishmael S. Msiza, Fulufhelo Vincent Nelwamondo, Tshilidzi Marwala: Water Demand Forecasting Using Multi-layer Perceptron and Radial Basis Functions. IJCNN 2007: 13-18
54	EE	Shakir Mohamed, David Rubin, Tshilidzi Marwala: Incremental Learning for Classification of Protein Sequences. IJCNN 2007: 19-24
53	EE	Christina B. Vilakazi, Tshilidzi Marwala: Online Incremental Learning for High Voltage Bushing Condition Monitoring. IJCNN 2007: 2521-2526
52	EE	Christina B. Vilakazi, Tshilidzi Marwala: Incremental Learning and Its Application to Bushing Condition Monitoring. ISNN (1) 2007: 1237-1246
51	EE	Fulufhelo Vincent Nelwamondo, Tshilidzi Marwala: Handling Missing Data from Heteroskedastic and Nonstationary Data. ISNN (1) 2007: 1293-1302
50	EE	Tshilidzi Marwala, Bodie Crossingham: Bayesian approach to rough set CoRR abs/0704.3433: (2007)
49	EE	Shakir Mohamed, David Rubin, Tshilidzi Marwala: An Adaptive Strategy for the Classification of G-Protein Coupled Receptors CoRR abs/0704.3453: (2007)
48	EE	Fulufhelo Vincent Nelwamondo, Tshilidzi Marwala: Rough Sets Computations to Impute Missing Data CoRR abs/0704.3635: (2007)
47	EE	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)
46	EE	Lukasz A. Machowski, Tshilidzi Marwala: Using Images to create a Hierarchical Grid Spatial Index CoRR abs/0705.0204: (2007)
45	EE	Evan Hurwitz, Tshilidzi Marwala: Learning to Bluff CoRR abs/0705.0693: (2007)
44	EE	Tshilidzi Marwala, Bodie Crossingham: Bayesian Approach to Neuro-Rough Models CoRR abs/0705.0761: (2007)
43	EE	Jonathan M. Spiller, Tshilidzi Marwala: Medical Image Segmentation and Localization using Deformable Templates CoRR abs/0705.0781: (2007)
42	EE	D. L. Falk, D. M. Rubin, Tshilidzi Marwala: Enhancement of Noisy Planar Nuclear Medicine Images using Mean Field Annealing CoRR abs/0705.0828: (2007)
41	EE	Dhiresh R. Surajpal, Tshilidzi Marwala: An Independent Evaluation of Subspace Face Recognition Algorithms CoRR abs/0705.0952: (2007)
40	EE	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)
39	EE	Fulufhelo Vincent Nelwamondo, Tshilidzi Marwala: Fuzzy Artmap and Neural Network Approach to Online Processing of Inputs with Missing Values CoRR abs/0705.1031: (2007)
38	EE	E. Habtemariam, Tshilidzi Marwala, Monica Lagazio: Artificial Intelligence for Conflict Management CoRR abs/0705.1209: (2007)
37	EE	Tshilidzi Marwala: Control of Complex Systems Using Bayesian Networks and Genetic Algorithm CoRR abs/0705.1214: (2007)
36	EE	Emil Marais, Tshilidzi Marwala: Predicting the Presence of Internet Worms using Novelty Detection CoRR abs/0705.1288: (2007)
35	EE	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)
34	EE	Unathi Mahola, Fulufhelo Vincent Nelwamondo, Tshilidzi Marwala: HMM Speaker Identification Using Linear and Non-linear Merging Techniques CoRR abs/0705.1585: (2007)
33	EE	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)
32	EE	L. Mdlazi, C. J. Stander, P. S. Heyns, Tshilidzi Marwala: Using artificial intelligence for data reduction in mechanical engineering CoRR abs/0705.1673: (2007)
31	EE	Lukasz A. Machowski, Tshilidzi Marwala: Evolutionary Optimisation Methods for Template Based Image Registration CoRR abs/0705.1674: (2007)
30	EE	Michael Maio Pires, Tshilidzi Marwala: Option Pricing Using Bayesian Neural Networks CoRR abs/0705.1680: (2007)
29	EE	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)
28	EE	Tshilidzi Marwala: Finite Element Model Updating Using Response Surface Method CoRR abs/0705.1759: (2007)
27	EE	Tshilidzi Marwala: Dynamic Model Updating Using Particle Swarm Optimization Method CoRR abs/0705.1760: (2007)
26	EE	Tshilidzi Marwala, Monica Lagazio: Modeling and Controlling Interstate Conflict CoRR abs/0705.1761: (2007)
25	EE	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)
24	EE	Tshilidzi Marwala, Thando Tettey, Snehashish Chakraverty: Fault Classification using Pseudomodal Energies and Neuro-fuzzy modelling CoRR abs/0705.2236: (2007)
23	EE	Sizwe M. Dhlamini, Tshilidzi Marwala, Thokozani Majozi: Fuzzy and Multilayer Perceptron for Evaluation of HV Bushings CoRR abs/0705.2305: (2007)
22	EE	Bradley van Aardt, Tshilidzi Marwala: A Study in a Hybrid Centralised-Swarm Agent Community CoRR abs/0705.2307: (2007)
21	EE	Christina B. Vilakazi, Tshilidzi Marwala, P. Mautla, E. Moloto: On-Line Condition Monitoring using Computational Intelligence CoRR abs/0705.2310: (2007)
20	EE	Bodie Crossingham, Tshilidzi Marwala: Using Genetic Algorithms to Optimise Rough Set Partition Sizes for HIV Data Analysis CoRR abs/0705.2485: (2007)
19	EE	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)
18	EE	Tshilidzi Marwala, Christina B. Vilakazi: Computational Intelligence for Condition Monitoring CoRR abs/0705.2604: (2007)
17	EE	Evan Hurwitz, Tshilidzi Marwala: Multi-Agent Modeling Using Intelligent Agents in the Game of Lerpa CoRR abs/0706.0280: (2007)
16	EE	Simon Scurrell, Tshilidzi Marwala, David Rubin: Automatic Detection of Pulmonary Embolism using Computational Intelligence CoRR abs/0706.0300: (2007)
15	EE	Vukosi N. Marivate, Fulufhelo Vincent Nelwamondo, Tshilidzi Marwala: Autoencoder, Principal Component Analysis and Support Vector Regression for Data Imputation CoRR abs/0709.2506: (2007)
14	EE	Greg Hulley, Tshilidzi Marwala: Evolving Classifiers: Methods for Incremental Learning CoRR abs/0709.3965: (2007)
13	EE	Anthony Gidudu, Greg Hulley, Tshilidzi Marwala: Classification of Images Using Support Vector Machines CoRR abs/0709.3967: (2007)
12	EE	Anthony Gidudu, Greg Hulley, Tshilidzi Marwala: Image Classification Using SVMs: One-against-One Vs One-against-All CoRR abs/0711.2914: (2007)
11	EE	Tshilidzi Marwala: Bayesian training of neural networks using genetic programming. Pattern Recognition Letters 28(12): 1452-1458 (2007)
2006
10	EE	Dalton Lunga, Tshilidzi Marwala: Time Series Analysis Using Fractal Theory and Online Ensemble Classifiers. Australian Conference on Artificial Intelligence 2006: 312-321
9	EE	Thando Tettey, Tshilidzi Marwala: Neuro-fuzzy Modeling and Fuzzy Rule Extraction Applied to Conflict Management. ICONIP (3) 2006: 1087-1094
8	EE	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
7	EE	Dalton Lunga, Tshilidzi Marwala: Online Forecasting of Stock Market Movement Direction Using the Improved Incremental Algorithm. ICONIP (3) 2006: 440-449
6	EE	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
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	EE	Eyob Teweldemedhin, Tshilidzi Marwala, Conrad Mueller: Agent-Based Modelling: A Case Study in HIV Epidemic. HIS 2004: 154-159
3	EE	Zaheer A. Dindar, Tshilidzi Marwala: Option pricing using a committee of neural networks and optimized networks. SMC (1) 2004: 434-438
2	EE	Michael Maio Pires, Tshilidzi Marwala: American option pricing using multi-layer perceptron and support vector machine. SMC (2) 2004: 1279-1285
1	EE	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	[22]
2	Mussa Abdella	[5]
3	Vladimir Abramov	[29]
4	John Burken	[6]
5	Snehashish Chakraverty	[24] [25] [47]
6	Luís Correia	[29]
7	Bodie Crossingham	[20] [44] [50]
8	Sizwe M. Dhlamini	[19] [23]
9	Zaheer A. Dindar	[3]
10	D. L. Falk	[42]
11	Anthony Gidudu	[12] [13]
12	Jan Goossenaerts	[29]
13	Pallavi Gupta	[25]
14	E. Habtemariam	[38]
15	M. A. Herzog	[35]
16	P. S. Heyns	[32] [33] [35]
17	Greg Hulley	[12] [13] [14]
18	Evan Hurwitz	[17] [45]
19	Monica Lagazio	[26] [38]
20	Dalton Lunga	[7] [10]
21	Lukasz A. Machowski	[1] [31] [46]
22	Unathi Mahola	[34] [47]
23	Thokozani Majozi	[23]
24	Emil Marais	[36]
25	Pedro Mariano	[29]
26	Vukosi N. Marivate	[15] [58]
27	Lesedi Masisi	[57]
28	P. Mautla	[21]
29	L. Mdlazi	[32] [33]
30	Shakir Mohamed	[49] [54]
31	E. Moloto	[21]
32	Ishmael S. Msiza	[40] [55]
33	Conrad Mueller	[4]
34	Fulufhelo Vincent Nelwamondo	[15] [19] [34] [39] [40] [48] [51] [55] [57]
35	Pretesh B. Patel	[8]
36	Meir Perez	[56]
37	Michael Maio Pires	[2] [30]
38	Rita Almeida Ribeiro	[29]
39	D. M. Rubin	[42]
40	David Rubin	[16] [49] [54]
41	C. Scheffer	[33]
42	Simon Scurrell	[16]
43	Fola Soares	[6]
44	Jonathan M. Spiller	[43]
45	C. J. Stander	[32] [33]
46	Dhiresh R. Surajpal	[41]
47	Nick B. Szirbik	[29]
48	Thando Tettey	[9] [24] [25]
49	Eyob Teweldemedhin	[4]
50	Christina B. Vilakazi	[18] [21] [52] [53]
51	Philippe De Wilde	[29]

Colors in the list of coauthors