| 2008 |
|---|
| 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 |
