2008 | ||
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77 | EE | George Ssali, Tshilidzi Marwala: Computational intelligence and decision trees for missing data estimation. IJCNN 2008: 201-207 |
76 | EE | Vukosi N. Marivate, Tshilidzi Marwala: Introduction to Relational Networks for Classification CoRR abs/0804.4682: (2008) |
75 | 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) |
74 | EE | Meir Perez, Tshilidzi Marwala: Stochastic Optimization Approaches for Solving Sudoku CoRR abs/0805.0697: (2008) |
73 | EE | Vukosi N. Marivate, George Ssali, Tshilidzi Marwala: An Intelligent Multi-Agent Recommender System for Human Capacity Building CoRR abs/0806.2216: (2008) |
72 | EE | Vukosi N. Marivate, Tshilidzi Marwala: Social Learning Methods in Board Games CoRR abs/0810.3474: (2008) |
71 | EE | Lesedi Masisi, Fulufhelo Vincent Nelwamondo, Tshilidzi Marwala: The use of entropy to measure structural diversity CoRR abs/0810.3525: (2008) |
70 | EE | Dan Golding, Linda Wilson, Tshilidzi Marwala: Emergency Centre Organization and Automated Triage System CoRR abs/0810.3671: (2008) |
69 | EE | R. Musehane, F. Netshiongolwe, Fulufhelo Vincent Nelwamondo, Lesedi Masisi, Tshilidzi Marwala: Relationship between Diversity and Perfomance of Multiple Classifiers for Decision Support CoRR abs/0810.3865: (2008) |
68 | EE | Sarah Wright, Tshilidzi Marwala: Artificial Intelligence Techniques for Steam Generator Modelling CoRR abs/0811.1711: (2008) |
67 | EE | Anthony Gidudu, B. Abe, Tshilidzi Marwala: Land Cover Mapping Using Ensemble Feature Selection Methods CoRR abs/0811.2016: (2008) |
66 | EE | Baruch Lubinsky, Bekir Genc, Tshilidzi Marwala: Prediction of Platinum Prices Using Dynamically Weighted Mixture of Experts CoRR abs/0812.2785: (2008) |
65 | EE | Bodie Crossingham, Tshilidzi Marwala: Using optimisation techniques for discretizing rough set partitions. Int. J. Hybrid Intell. Syst. 5(4): 219-236 (2008) |
64 | EE | 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 | EE | Fulufhelo Vincent Nelwamondo, Tshilidzi Marwala: Rough Set Theory for the Treatment of Incomplete Data. FUZZ-IEEE 2007: 1-6 |
62 | EE | Ishmael S. Msiza, Fulufhelo Vincent Nelwamondo, Tshilidzi Marwala: Water Demand Forecasting Using Multi-layer Perceptron and Radial Basis Functions. IJCNN 2007: 13-18 |
61 | EE | Shakir Mohamed, David Rubin, Tshilidzi Marwala: Incremental Learning for Classification of Protein Sequences. IJCNN 2007: 19-24 |
60 | EE | Christina B. Vilakazi, Tshilidzi Marwala: Online Incremental Learning for High Voltage Bushing Condition Monitoring. IJCNN 2007: 2521-2526 |
59 | EE | Christina B. Vilakazi, Tshilidzi Marwala: Incremental Learning and Its Application to Bushing Condition Monitoring. ISNN (1) 2007: 1237-1246 |
58 | EE | Fulufhelo Vincent Nelwamondo, Tshilidzi Marwala: Handling Missing Data from Heteroskedastic and Nonstationary Data. ISNN (1) 2007: 1293-1302 |
57 | EE | Evan Hurwitz, Tshilidzi Marwala: Learning to bluff. SMC 2007: 1188-1193 |
56 | EE | 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 | EE | Christina B. Vilakazi, Tshilidzi Marwala: Agents and multi-agent systems and application to condition monitoring. SMC 2007: 644-649 |
54 | EE | Tshilidzi Marwala, Bodie Crossingham: Bayesian approach to rough set CoRR abs/0704.3433: (2007) |
53 | EE | Shakir Mohamed, David Rubin, Tshilidzi Marwala: An Adaptive Strategy for the Classification of G-Protein Coupled Receptors CoRR abs/0704.3453: (2007) |
52 | EE | Fulufhelo Vincent Nelwamondo, Tshilidzi Marwala: Rough Sets Computations to Impute Missing Data CoRR abs/0704.3635: (2007) |
51 | 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) |
50 | EE | Lukasz A. Machowski, Tshilidzi Marwala: Using Images to create a Hierarchical Grid Spatial Index CoRR abs/0705.0204: (2007) |
49 | EE | Evan Hurwitz, Tshilidzi Marwala: Learning to Bluff CoRR abs/0705.0693: (2007) |
48 | EE | Tshilidzi Marwala, Bodie Crossingham: Bayesian Approach to Neuro-Rough Models CoRR abs/0705.0761: (2007) |
47 | EE | Jonathan M. Spiller, Tshilidzi Marwala: Medical Image Segmentation and Localization using Deformable Templates CoRR abs/0705.0781: (2007) |
46 | 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) |
45 | EE | Dhiresh R. Surajpal, Tshilidzi Marwala: An Independent Evaluation of Subspace Face Recognition Algorithms CoRR abs/0705.0952: (2007) |
44 | 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) |
43 | 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) |
42 | EE | E. Habtemariam, Tshilidzi Marwala, Monica Lagazio: Artificial Intelligence for Conflict Management CoRR abs/0705.1209: (2007) |
41 | EE | Tshilidzi Marwala: Control of Complex Systems Using Bayesian Networks and Genetic Algorithm CoRR abs/0705.1214: (2007) |
40 | EE | Emil Marais, Tshilidzi Marwala: Predicting the Presence of Internet Worms using Novelty Detection CoRR abs/0705.1288: (2007) |
39 | 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) |
38 | EE | Unathi Mahola, Fulufhelo Vincent Nelwamondo, Tshilidzi Marwala: HMM Speaker Identification Using Linear and Non-linear Merging Techniques CoRR abs/0705.1585: (2007) |
37 | 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) |
36 | 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) |
35 | EE | Lukasz A. Machowski, Tshilidzi Marwala: Evolutionary Optimisation Methods for Template Based Image Registration CoRR abs/0705.1674: (2007) |
34 | EE | Michael Maio Pires, Tshilidzi Marwala: Option Pricing Using Bayesian Neural Networks CoRR abs/0705.1680: (2007) |
33 | 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) |
32 | EE | Tshilidzi Marwala: Finite Element Model Updating Using Response Surface Method CoRR abs/0705.1759: (2007) |
31 | EE | Tshilidzi Marwala: Dynamic Model Updating Using Particle Swarm Optimization Method CoRR abs/0705.1760: (2007) |
30 | EE | Tshilidzi Marwala, Monica Lagazio: Modeling and Controlling Interstate Conflict CoRR abs/0705.1761: (2007) |
29 | 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) |
28 | EE | Tshilidzi Marwala, Thando Tettey, Snehashish Chakraverty: Fault Classification using Pseudomodal Energies and Neuro-fuzzy modelling CoRR abs/0705.2236: (2007) |
27 | EE | Sizwe M. Dhlamini, Tshilidzi Marwala, Thokozani Majozi: Fuzzy and Multilayer Perceptron for Evaluation of HV Bushings CoRR abs/0705.2305: (2007) |
26 | EE | Bradley van Aardt, Tshilidzi Marwala: A Study in a Hybrid Centralised-Swarm Agent Community CoRR abs/0705.2307: (2007) |
25 | EE | Christina B. Vilakazi, Tshilidzi Marwala, P. Mautla, E. Moloto: On-Line Condition Monitoring using Computational Intelligence CoRR abs/0705.2310: (2007) |
24 | EE | Bodie Crossingham, Tshilidzi Marwala: Using Genetic Algorithms to Optimise Rough Set Partition Sizes for HIV Data Analysis CoRR abs/0705.2485: (2007) |
23 | 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) |
22 | EE | Tshilidzi Marwala, Christina B. Vilakazi: Computational Intelligence for Condition Monitoring CoRR abs/0705.2604: (2007) |
21 | EE | Evan Hurwitz, Tshilidzi Marwala: Multi-Agent Modeling Using Intelligent Agents in the Game of Lerpa CoRR abs/0706.0280: (2007) |
20 | EE | Simon Scurrell, Tshilidzi Marwala, David Rubin: Automatic Detection of Pulmonary Embolism using Computational Intelligence CoRR abs/0706.0300: (2007) |
19 | 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) |
18 | EE | Greg Hulley, Tshilidzi Marwala: Evolving Classifiers: Methods for Incremental Learning CoRR abs/0709.3965: (2007) |
17 | EE | Anthony Gidudu, Greg Hulley, Tshilidzi Marwala: Classification of Images Using Support Vector Machines CoRR abs/0709.3967: (2007) |
16 | EE | Anthony Gidudu, Greg Hulley, Tshilidzi Marwala: Image Classification Using SVMs: One-against-One Vs One-against-All CoRR abs/0711.2914: (2007) |
15 | EE | Tshilidzi Marwala: Bayesian training of neural networks using genetic programming. Pattern Recognition Letters 28(12): 1452-1458 (2007) |
2006 | ||
14 | EE | Dalton Lunga, Tshilidzi Marwala: Time Series Analysis Using Fractal Theory and Online Ensemble Classifiers. Australian Conference on Artificial Intelligence 2006: 312-321 |
13 | EE | Thando Tettey, Tshilidzi Marwala: Neuro-fuzzy Modeling and Fuzzy Rule Extraction Applied to Conflict Management. ICONIP (3) 2006: 1087-1094 |
12 | 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 |
11 | EE | Dalton Lunga, Tshilidzi Marwala: Online Forecasting of Stock Market Movement Direction Using the Improved Incremental Algorithm. ICONIP (3) 2006: 440-449 |
10 | 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 |
9 | EE | Fulufhelo Vincent Nelwamondo, Unathi Mahola, Tshilidzi Marwala: Improving Speaker Identification Rate Using Fractals. IJCNN 2006: 3231-3236 |
8 | EE | 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 | EE | Tshilidzi Marwala: Bayesian Training of Neural Networks Using Genetic Programming. IJCNN 2006: 3622-3626 |
6 | EE | 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 | 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 |