The SCEAS System
Navigation Menu

Search the dblp DataBase

Title:
Author:

Tshilidzi Marwala: [Publications] [Author Rank by year] [Co-authors] [Prefers] [Cites] [Cited by]

Publications of Author

  1. Dalton Lunga, Tshilidzi Marwala
    Time Series Analysis Using Fractal Theory and Online Ensemble Classifiers. [Citation Graph (0, 0)][DBLP]
    Australian Conference on Artificial Intelligence, 2006, pp:312-321 [Conf]
  2. Eyob Teweldemedhin, Tshilidzi Marwala, Conrad Mueller
    Agent-Based Modelling: A Case Study in HIV Epidemic. [Citation Graph (0, 0)][DBLP]
    HIS, 2004, pp:154-159 [Conf]
  3. Dalton Lunga, Tshilidzi Marwala
    Online Forecasting of Stock Market Movement Direction Using the Improved Incremental Algorithm. [Citation Graph (0, 0)][DBLP]
    ICONIP (3), 2006, pp:440-449 [Conf]
  4. Pretesh B. Patel, Tshilidzi Marwala
    Neural Networks, Fuzzy Inference Systems and Adaptive-Neuro Fuzzy Inference Systems for Financial Decision Making. [Citation Graph (0, 0)][DBLP]
    ICONIP (3), 2006, pp:430-439 [Conf]
  5. Fola Soares, John Burken, Tshilidzi Marwala
    Neural Network Applications in Advanced Aircraft Flight Control System, a Hybrid System, a Flight Test Demonstration. [Citation Graph (0, 0)][DBLP]
    ICONIP (3), 2006, pp:684-691 [Conf]
  6. Thando Tettey, Tshilidzi Marwala
    Neuro-fuzzy Modeling and Fuzzy Rule Extraction Applied to Conflict Management. [Citation Graph (0, 0)][DBLP]
    ICONIP (3), 2006, pp:1087-1094 [Conf]
  7. Zaheer A. Dindar, Tshilidzi Marwala
    Option pricing using a committee of neural networks and optimized networks. [Citation Graph (0, 0)][DBLP]
    SMC (1), 2004, pp:434-438 [Conf]
  8. Lukasz A. Machowski, Tshilidzi Marwala
    Representing and classifying 2D shapes of real-world objects using neural networks. [Citation Graph (0, 0)][DBLP]
    SMC (7), 2004, pp:6366-6372 [Conf]
  9. Michael Maio Pires, Tshilidzi Marwala
    American option pricing using multi-layer perceptron and support vector machine. [Citation Graph (0, 0)][DBLP]
    SMC (2), 2004, pp:1279-1285 [Conf]
  10. Mussa Abdella, Tshilidzi Marwala
    The Use of Genetic Algorithms and Neural Networks to Approximate Missing Data in Database. [Citation Graph (0, 0)][DBLP]
    Computers and Artificial Intelligence, 2005, v:24, n:6, pp:- [Journal]
  11. 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]
  12. Christina B. Vilakazi, Tshilidzi Marwala
    Incremental Learning and Its Application to Bushing Condition Monitoring. [Citation Graph (0, 0)][DBLP]
    ISNN (1), 2007, pp:1237-1246 [Conf]
  13. Tshilidzi Marwala, Bodie Crossingham
    Bayesian approach to rough set [Citation Graph (0, 0)][DBLP]
    CoRR, 2007, v:0, n:, pp:- [Journal]
  14. S. Mohamed, David Rubin, Tshilidzi Marwala
    An Adaptive Strategy for the Classification of G-Protein Coupled Receptors [Citation Graph (0, 0)][DBLP]
    CoRR, 2007, v:0, n:, pp:- [Journal]
  15. Fulufhelo Vincent Nelwamondo, Tshilidzi Marwala
    Rough Sets Computations to Impute Missing Data [Citation Graph (0, 0)][DBLP]
    CoRR, 2007, v:0, n:, pp:- [Journal]
  16. Tshilidzi Marwala, Unathi Mahola, Snehashish Chakraverty
    Fault Classification in Cylinders Using Multilayer Perceptrons, Support Vector Machines and Guassian Mixture Models [Citation Graph (0, 0)][DBLP]
    CoRR, 2007, v:0, n:, pp:- [Journal]
  17. Lukasz A. Machowski, Tshilidzi Marwala
    Using Images to create a Hierarchical Grid Spatial Index [Citation Graph (0, 0)][DBLP]
    CoRR, 2007, v:0, n:, pp:- [Journal]
  18. Evan Hurwitz, Tshilidzi Marwala
    Learning to Bluff [Citation Graph (0, 0)][DBLP]
    CoRR, 2007, v:0, n:, pp:- [Journal]
  19. Tshilidzi Marwala, Bodie Crossingham
    Bayesian Approach to Neuro-Rough Models [Citation Graph (0, 0)][DBLP]
    CoRR, 2007, v:0, n:, pp:- [Journal]
  20. Jonathan M. Spiller, Tshilidzi Marwala
    Medical Image Segmentation and Localization using Deformable Templates [Citation Graph (0, 0)][DBLP]
    CoRR, 2007, v:0, n:, pp:- [Journal]
  21. D. L. Falk, D. M. Rubin, Tshilidzi Marwala
    Enhancement of Noisy Planar Nuclear Medicine Images using Mean Field Annealing [Citation Graph (0, 0)][DBLP]
    CoRR, 2007, v:0, n:, pp:- [Journal]
  22. Dhiresh R. Surajpal, Tshilidzi Marwala
    An Independent Evaluation of Subspace Face Recognition Algorithms [Citation Graph (0, 0)][DBLP]
    CoRR, 2007, v:0, n:, pp:- [Journal]
  23. 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]
  24. 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]
  25. E. Habtemariam, Tshilidzi Marwala, Monica Lagazio
    Artificial Intelligence for Conflict Management [Citation Graph (0, 0)][DBLP]
    CoRR, 2007, v:0, n:, pp:- [Journal]
  26. Tshilidzi Marwala
    Control of Complex Systems Using Bayesian Networks and Genetic Algorithm [Citation Graph (0, 0)][DBLP]
    CoRR, 2007, v:0, n:, pp:- [Journal]
  27. Emil Marais, Tshilidzi Marwala
    Predicting the Presence of Internet Worms using Novelty Detection [Citation Graph (0, 0)][DBLP]
    CoRR, 2007, v:0, n:, pp:- [Journal]
  28. M. A. Herzog, Tshilidzi Marwala, P. S. Heyns
    Machine and Component Residual Life Estimation through the Application of Neural Networks [Citation Graph (0, 0)][DBLP]
    CoRR, 2007, v:0, n:, pp:- [Journal]
  29. 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]
  30. L. Mdlazi, Tshilidzi Marwala, C. J. Stander, C. Scheffer, P. S. Heyns
    Principal Component Analysis and Automatic Relevance Determination in Damage Identification [Citation Graph (0, 0)][DBLP]
    CoRR, 2007, v:0, n:, pp:- [Journal]
  31. L. Mdlazi, C. J. Stander, P. S. Heyns, Tshilidzi Marwala
    Using artificial intelligence for data reduction in mechanical engineering [Citation Graph (0, 0)][DBLP]
    CoRR, 2007, v:0, n:, pp:- [Journal]
  32. Lukasz A. Machowski, Tshilidzi Marwala
    Evolutionary Optimisation Methods for Template Based Image Registration [Citation Graph (0, 0)][DBLP]
    CoRR, 2007, v:0, n:, pp:- [Journal]
  33. Michael Maio Pires, Tshilidzi Marwala
    Option Pricing Using Bayesian Neural Networks [Citation Graph (0, 0)][DBLP]
    CoRR, 2007, v:0, n:, pp:- [Journal]
  34. 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 [Citation Graph (0, 0)][DBLP]
    CoRR, 2007, v:0, n:, pp:- [Journal]
  35. Tshilidzi Marwala
    Finite Element Model Updating Using Response Surface Method [Citation Graph (0, 0)][DBLP]
    CoRR, 2007, v:0, n:, pp:- [Journal]
  36. Tshilidzi Marwala
    Dynamic Model Updating Using Particle Swarm Optimization Method [Citation Graph (0, 0)][DBLP]
    CoRR, 2007, v:0, n:, pp:- [Journal]
  37. Tshilidzi Marwala, Monica Lagazio
    Modeling and Controlling Interstate Conflict [Citation Graph (0, 0)][DBLP]
    CoRR, 2007, v:0, n:, pp:- [Journal]
  38. Snehashish Chakraverty, Tshilidzi Marwala, Pallavi Gupta, Thando Tettey
    Response Prediction of Structural System Subject to Earthquake Motions using Artificial Neural Network [Citation Graph (0, 0)][DBLP]
    CoRR, 2007, v:0, n:, pp:- [Journal]
  39. Tshilidzi Marwala, Thando Tettey, Snehashish Chakraverty
    Fault Classification using Pseudomodal Energies and Neuro-fuzzy modelling [Citation Graph (0, 0)][DBLP]
    CoRR, 2007, v:0, n:, pp:- [Journal]
  40. Sizwe M. Dhlamini, Tshilidzi Marwala, Thokozani Majozi
    Fuzzy and Multilayer Perceptron for Evaluation of HV Bushings [Citation Graph (0, 0)][DBLP]
    CoRR, 2007, v:0, n:, pp:- [Journal]
  41. Bradley van Aardt, Tshilidzi Marwala
    A Study in a Hybrid Centralised-Swarm Agent Community [Citation Graph (0, 0)][DBLP]
    CoRR, 2007, v:0, n:, pp:- [Journal]
  42. Christina B. Vilakazi, Tshilidzi Marwala, P. Mautla, E. Moloto
    On-Line Condition Monitoring using Computational Intelligence [Citation Graph (0, 0)][DBLP]
    CoRR, 2007, v:0, n:, pp:- [Journal]
  43. Bodie Crossingham, Tshilidzi Marwala
    Using Genetic Algorithms to Optimise Rough Set Partition Sizes for HIV Data Analysis [Citation Graph (0, 0)][DBLP]
    CoRR, 2007, v:0, n:, pp:- [Journal]
  44. 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]
  45. Tshilidzi Marwala, Christina B. Vilakazi
    Computational Intelligence for Condition Monitoring [Citation Graph (0, 0)][DBLP]
    CoRR, 2007, v:0, n:, pp:- [Journal]
  46. Evan Hurwitz, Tshilidzi Marwala
    Multi-Agent Modeling Using Intelligent Agents in the Game of Lerpa [Citation Graph (0, 0)][DBLP]
    CoRR, 2007, v:0, n:, pp:- [Journal]
  47. Simon Scurrell, Tshilidzi Marwala, David Rubin
    Automatic Detection of Pulmonary Embolism using Computational Intelligence [Citation Graph (0, 0)][DBLP]
    CoRR, 2007, v:0, n:, pp:- [Journal]
  48. 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]
  49. Greg Hulley, Tshilidzi Marwala
    Evolving Classifiers: Methods for Incremental Learning [Citation Graph (0, 0)][DBLP]
    CoRR, 2007, v:0, n:, pp:- [Journal]
  50. Anthony Gidudu, Greg Hulley, Tshilidzi Marwala
    Classification of Images Using Support Vector Machines [Citation Graph (0, 0)][DBLP]
    CoRR, 2007, v:0, n:, pp:- [Journal]
  51. Tshilidzi Marwala
    Bayesian training of neural networks using genetic programming. [Citation Graph (0, 0)][DBLP]
    Pattern Recognition Letters, 2007, v:28, n:12, pp:1452-1458 [Journal]

  52. Evaluating the Impact of Missing Data Imputation. [Citation Graph (, )][DBLP]


  53. Rough Set Theory for the Treatment of Incomplete Data. [Citation Graph (, )][DBLP]


  54. Estimating Missing Data and Determining the Confidence of the Estimate Data. [Citation Graph (, )][DBLP]


  55. Differentially Expressed Gene Identification Based on Separability Index. [Citation Graph (, )][DBLP]


  56. Genetic Algorithms, Neural Networks, Fuzzy Inference System, Support Vector Machines for Call Performance Classification. [Citation Graph (, )][DBLP]


  57. Investigating Demographic Influences for HIV Classification Using Bayesian Autoassociative Neural Networks. [Citation Graph (, )][DBLP]


  58. Caller Interaction Classification: A Comparison of Real and Binary Coded GA-MLP Techniques. [Citation Graph (, )][DBLP]


  59. Imputation of Missing Data Using PCA, Neuro-Fuzzy and Genetic Algorithms. [Citation Graph (, )][DBLP]


  60. Investigating Ensemble Weight and the Certainty Distributions for Indicating Structural Diversity. [Citation Graph (, )][DBLP]


  61. Incremental Learning for Classification of Protein Sequences. [Citation Graph (, )][DBLP]


  62. Online Incremental Learning for High Voltage Bushing Condition Monitoring. [Citation Graph (, )][DBLP]


  63. Water Demand Forecasting Using Multi-layer Perceptron and Radial Basis Functions. [Citation Graph (, )][DBLP]


  64. Bayesian Training of Neural Networks Using Genetic Programming. [Citation Graph (, )][DBLP]


  65. Hidden Markov Models and Gaussian Mixture Models for Bearing Fault Detection Using Fractals. [Citation Graph (, )][DBLP]


  66. An Extension Neural Network and Genetic Algorithm for Bearing Fault Classification. [Citation Graph (, )][DBLP]


  67. Improving Speaker Identification Rate Using Fractals. [Citation Graph (, )][DBLP]


  68. Computational intelligence and decision trees for missing data estimation. [Citation Graph (, )][DBLP]


  69. Artificial Neural Networks and Support Vector Machines for water demand time series forecasting. [Citation Graph (, )][DBLP]


  70. Agents and multi-agent systems and application to condition monitoring. [Citation Graph (, )][DBLP]


  71. Learning to bluff. [Citation Graph (, )][DBLP]


  72. Two-Stage Inter-Cell Layout Design for Cellular Manufacturing by Using Ant Colony Optimization Algorithms. [Citation Graph (, )][DBLP]


  73. Image Classification Using SVMs: One-against-One Vs One-against-All [Citation Graph (, )][DBLP]


  74. Introduction to Relational Networks for Classification [Citation Graph (, )][DBLP]


  75. The Effect of Structural Diversity of an Ensemble of Classifiers on Classification Accuracy [Citation Graph (, )][DBLP]


  76. Stochastic Optimization Approaches for Solving Sudoku [Citation Graph (, )][DBLP]


  77. An Intelligent Multi-Agent Recommender System for Human Capacity Building [Citation Graph (, )][DBLP]


  78. Social Learning Methods in Board Games [Citation Graph (, )][DBLP]


  79. The use of entropy to measure structural diversity [Citation Graph (, )][DBLP]


  80. Emergency Centre Organization and Automated Triage System [Citation Graph (, )][DBLP]


  81. Relationship between Diversity and Perfomance of Multiple Classifiers for Decision Support [Citation Graph (, )][DBLP]


  82. Artificial Intelligence Techniques for Steam Generator Modelling [Citation Graph (, )][DBLP]


  83. Land Cover Mapping Using Ensemble Feature Selection Methods [Citation Graph (, )][DBLP]


  84. Prediction of Platinum Prices Using Dynamically Weighted Mixture of Experts [Citation Graph (, )][DBLP]


  85. Foundations for a Developmental State: A case for technical education [Citation Graph (, )][DBLP]


  86. Finite element model selection using Particle Swarm Optimization [Citation Graph (, )][DBLP]


  87. State of the Art Review for Applying Computational Intelligence and Machine Learning Techniques to Portfolio Optimisation [Citation Graph (, )][DBLP]


  88. An svm multiclassifier approach to land cover mapping [Citation Graph (, )][DBLP]


Search in 0.004secs, Finished in 0.461secs
NOTICE1
System may not be available sometimes or not working properly, since it is still in development with continuous upgrades
NOTICE2
The rankings that are presented on this page should NOT be considered as formal since the citation info is incomplete in DBLP
 
System created by asidirop@csd.auth.gr [http://users.auth.gr/~asidirop/] © 2002
for Data Engineering Laboratory, Department of Informatics, Aristotle University © 2002