| 2013 | ||
|---|---|---|
| j8 | Fulufhelo Vincent Nelwamondo, Dan Golding, Tshilidzi Marwala: A dynamic programming approach to missing data estimation using neural networks. Inf. Sci. 237: 49-58 (2013) | |
| 2012 | ||
| j7 | Mlungisi Duma, Bhekisipho Twala, Fulufhelo Vincent Nelwamondo, Tshilidzi Marwala: Predictive Modeling with Missing Data using an Automatic Relevance Determination Ensemble: a Comparative Study. Applied Artificial Intelligence 26(10): 967-984 (2012) | |
| c69 | Tshegofatso Thejane, Fulufhelo Vincent Nelwamondo, Jacoba E. Smit, Tshilidzi Marwala: Influence of the auditory canal number of segments and radius variation on the outer ear frequency response. BHI 2012: 384-387 | |
| c68 | Mlungisi Duma, Bhekisipho Twala, Tshilidzi Marwala, Fulufhelo Vincent Nelwamondo: Classification with missing data using multi-layered artificial immune systems. IEEE Congress on Evolutionary Computation 2012: 1-8 | |
| c67 | Marcos Álvares Barbosa Junior, Fernando Buarque de Lima Neto, Tshilidzi Marwala: Optimizing risk management using NSGA-II. IEEE Congress on Evolutionary Computation 2012: 1-8 | |
| c66 | Msizi Khoza, Tshilidzi Marwala: Computational intelligence techniques for modelling an economic system. IJCNN 2012: 1-5 | |
| c65 | Bo Xing, Wen-jing Gao, Tshilidzi Marwala: The applications of computational intelligence in radio frequency identification research. SMC 2012: 2067-2072 | |
| c64 | Evan Hurwitz, Tshilidzi Marwala: Optimising a targeted fund of strategies using genetic algorithms. SMC 2012: 2139-2143 | |
| c63 | Bo Xing, Wen-jing Gao, Fulufhelo Vincent Nelwamondo, Kimberly Battle, Tshilidzi Marwala: Swarm Intelligence Supported e-Remanufacturing. ICSI (1) 2012: 45-52 | |
| c62 | Bo Xing, Wen-jing Gao, Fulufhelo Vincent Nelwamondo, Kimberly Battle, Tshilidzi Marwala: The Effects of Customer Perceived Disposal Hardship on Post-Consumer Product Remanufacturing: A Multi-agent Perspective. ICSI (2) 2012: 209-216 | |
| c61 | Bo Xing, Wen-jing Gao, Fulufhelo Vincent Nelwamondo, Kimberly Battle, Tshilidzi Marwala: TAC-RMTO: Trading Agent Competition in Remanufacture-to-Order. ICSI (2) 2012: 519-526 | |
| i67 | Bo Xing, Wen-jing Gao, Fulufhelo Vincent Nelwamondo, Kimberly Battle, Tshilidzi Marwala: Soft Computing in Product Recovery: A Survey Focusing on Remanufacturing System. CoRR abs/1206.0908 (2012) | |
| i66 | Evan Hurwitz, Tshilidzi Marwala: Common Mistakes when Applying Computational Intelligence and Machine Learning to Stock Market modelling. CoRR abs/1208.4429 (2012) | |
| 2011 | ||
| c60 | Mlungisi Duma, Bhekisipho Twala, Tshilidzi Marwala, Fulufhelo Vincent Nelwamondo: Improving the Performance of the Ripper in Insurance Risk Classification - A Comparitive Study using Feature Selection. ICINCO (1) 2011: 203-210 | |
| c59 | Pretesh B. Patel, Tshilidzi Marwala: Adaptive Neuro Fuzzy Inference System, Neural Network and Support Vector Machine for Caller Behavior Classification. ICMLA (1) 2011: 298-303 | |
| c58 | Mlungisi Duma, Bhekisipho Twala, Tshilidzi Marwala, Fulufhelo Vincent Nelwamondo: Improving the Performance of the Support Vector Machine in Insurance Risk Classification - A Comparitive Study. IJCCI (NCTA) 2011: 340-346 | |
| c57 | Evan Hurwitz, Tshilidzi Marwala: Suitability of using technical indicator-based Strategies as potential strategies within intelligent trading systems. SMC 2011: 80-84 | |
| i65 | Meir Perez, Tshilidzi Marwala: The fuzzy gene filter: A classifier performance assesment. CoRR abs/1108.4545 (2011) | |
| i64 | J. L. Mpanza, Tshilidzi Marwala: Ant Colony Optimization of Rough Set for HV Bushings Fault Detection. CoRR abs/1108.4548 (2011) | |
| i63 | Mlungisi Duma, Bhekisipho Twala, Tshilidzi Marwala: Improving the performance of the ripper in insurance risk classification : A comparitive study using feature selection. CoRR abs/1108.4551 (2011) | |
| i62 | J. L. Mpanza, Tshilidzi Marwala: Artificial Neural Network and Rough Set for HV Bushings Condition Monitoring. CoRR abs/1108.4618 (2011) | |
| i61 | A. K. Mohamed, Tshilidzi Marwala, L. R. John: Single-trial EEG Discrimination between Wrist and Finger Movement Imagery and Execution in a Sensorimotor BCI. CoRR abs/1108.5250 (2011) | |
| i60 | I. Boulkaibet, Tshilidzi Marwala, Linda Mthembu, Michael I. Friswell, Sondipon Adhikari: Sampling Techniques in Bayesian Finite Element Model Updating. CoRR abs/1110.3382 (2011) | |
| i59 | Pretesh B. Patel, Tshilidzi Marwala: Fuzzy Inference Systems Optimization. CoRR abs/1110.3385 (2011) | |
| i58 | Satyakama Paul, Bhekisipho Twala, Tshilidzi Marwala: Organizational adaptation to . CoRR abs/1110.4296 (2011) | |
| 2010 | ||
| j6 | Pretesh B. Patel, Tshilidzi Marwala: Caller Behaviour Classification Using Computational Intelligence Methods. Int. J. Neural Syst. 20(1): 87-93 (2010) | |
| c56 | Bo Xing, Wen-jing Gao, Fulufhelo Vincent Nelwamondo, Kimberly Battle, Tshilidzi Marwala: Ant colony optimization for automated storage and retrieval system. IEEE Congress on Evolutionary Computation 2010: 1-7 | |
| c55 | Bo Xing, Wen-jing Gao, Fulufhelo Vincent Nelwamondo, Kimberly Battle, Tshilidzi Marwala: Cellular manufacturing system scheduling under fuzzy constraints: A group technology perspective. FUZZ-IEEE 2010: 1-8 | |
| c54 | Meir Perez, David M. Rubin, Tshilidzi Marwala, Lesley E. Scott, Jonathan Featherston, Wendy Stevens: The Fuzzy Gene Filter: An Adaptive Fuzzy Inference System for Expression Array Feature Selection. IEA/AIE (3) 2010: 62-71 | |
| c53 | Bolanle Abe, Anthony Gidudu, Tshilidzi Marwala: Investigating the effects of ensemble classification on remotely sensed data for land cover mapping. IGARSS 2010: 2832-2835 | |
| c52 | George Anderson, Tshilidzi Marwala, Fulufhelo Vincent Nelwamondo: A Response Surface Methodology approach to operating system scheduler tuning. SMC 2010: 2684-2689 | |
| c51 | Bo Xing, Wen-jing Gao, Kimberly Battle, Tshilidzi Marwala, Fulufhelo Vincent Nelwamondo: Intelligent travel route planning for bridge crane type of material handling equipment in cellular manufacturing. SMC 2010: 2795-2799 | |
| c50 | Bo Xing, Wen-jing Gao, Kimberly Battle, Tshilidzi Marwala, Fulufhelo Vincent Nelwamondo: Can ant algorithms make automated guided vehicle system more intelligent? SMC 2010: 3226-3234 | |
| c49 | Bo Xing, Wen-jing Gao, Kimberly Battle, Tshilidzi Marwala, Fulufhelo Vincent Nelwamondo: Ant stigmergy shop floor control architecture for intelligent product oriented manufacturing system. SMC 2010: 4182-4189 | |
| c48 | Bo Xing, Wen-jing Gao, Fulufhelo Vincent Nelwamondo, Kimberly Battle, Tshilidzi Marwala: Two-Stage Inter-Cell Layout Design for Cellular Manufacturing by Using Ant Colony Optimization Algorithms. ICSI (1) 2010: 281-289 | |
| i57 | Anthony Gidudu, Greg Hulley, Tshilidzi Marwala: An svm multiclassifier approach to land cover mapping. CoRR abs/1007.1766 (2010) | |
| i56 | George Anderson, Tshilidzi Marwala, Fulufhelo Vincent Nelwamondo: Use of Data Mining in Scheduler Optimization. CoRR abs/1011.1735 (2010) | |
| i55 | George Anderson, Tshilidzi Marwala, Fulufhelo Vincent Nelwamondo: Application of Global and One-Dimensional Local Optimization to Operating System Scheduler Tuning. CoRR abs/1012.4045 (2010) | |
| i54 | Bo Xing, Wen-jing Gao, Kimberly Battle, Tshilidzi Marwala, Fulufhelo Vincent Nelwamondo: Artificial Intelligence in Reverse Supply Chain Management: The State of the Art. CoRR abs/1012.4046 (2010) | |
| 2009 | ||
| j5 | M. A. Herzog, Tshilidzi Marwala, P. S. Heyns: Machine and component residual life estimation through the application of neural networks. Rel. Eng. & Sys. Safety 94(2): 479-489 (2009) | |
| c47 | Adam Pantanowitz, Tshilidzi Marwala: Evaluating the Impact of Missing Data Imputation. ADMA 2009: 577-586 | |
| c46 | Pretesh B. Patel, Tshilidzi Marwala: Genetic Algorithms, Neural Networks, Fuzzy Inference System, Support Vector Machines for Call Performance Classification. ICMLA 2009: 415-420 | |
| c45 | Meir Perez, Jonathan Featherston, David M. Rubin, Tshilidzi Marwala, Lesley E. Scott, Wendy Stevens: Differentially Expressed Gene Identification Based on Separability Index. ICMLA 2009: 429-434 | |
| c44 | Anthony Gidudu, Bolanle Abe, Tshilidzi Marwala: Random Ensemble Feature Selection for Land Cover Mapping. IGARSS (2) 2009: 840-842 | |
| i53 | Tshilidzi Marwala: Foundations for a Developmental State: A case for technical education. CoRR abs/0907.2019 (2009) | |
| i52 | Linda Mthembu, Tshilidzi Marwala, Michael I. Friswell, Sondipon Adhikari: Finite element model selection using Particle Swarm Optimization. CoRR abs/0910.2217 (2009) | |
| i51 | 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 | ||
| j4 | Bodie Crossingham, Tshilidzi Marwala: Using optimisation techniques for discretizing rough set partitions. Int. J. Hybrid Intell. Syst. 5(4): 219-236 (2008) | |
| j3 | 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) | |
| c43 | Vukosi N. Marivate, Tshilidzi Marwala: Social Learning methods in board game agents. CIG 2008: 323-328 | |
| c42 | Jaisheel Mistry, Fulufhelo Vincent Nelwamondo, Tshilidzi Marwala: Estimating Missing Data and Determining the Confidence of the Estimate Data. ICMLA 2008: 752-755 | |
| c41 | Nthabiseng Hlalele, Fulufhelo Vincent Nelwamondo, Tshilidzi Marwala: Imputation of Missing Data Using PCA, Neuro-Fuzzy and Genetic Algorithms. ICONIP (2) 2008: 485-492 | |
| c40 | Lesedi Melton Masisi, Fulufhelo Vincent Nelwamondo, Tshilidzi Marwala: Investigating Ensemble Weight and the Certainty Distributions for Indicating Structural Diversity. ICONIP (2) 2008: 517-524 | |
| c39 | Pretesh B. Patel, Tshilidzi Marwala: Caller Interaction Classification: A Comparison of Real and Binary Coded GA-MLP Techniques. ICONIP (2) 2008: 728-735 | |
| c38 | Jaisheel Mistry, Fulufhelo Vincent Nelwamondo, Tshilidzi Marwala: Investigating Demographic Influences for HIV Classification Using Bayesian Autoassociative Neural Networks. ICONIP (2) 2008: 752-759 | |
| c37 | George Ssali, Tshilidzi Marwala: Computational intelligence and decision trees for missing data estimation. IJCNN 2008: 201-207 | |
| c36 | Wabo Majavu, Terence L. van Zyl, Tshilidzi Marwala: Classification of web resident sensor resources using Latent Semantic Indexing and ontologies. SMC 2008: 518-523 | |
| c35 | Meir Perez, Robert Oscar Davidson, David M. Rubin, Tshilidzi Marwala: Simulation of retinal function A fuzzy-linear approach. SMC 2008: 1079-1084 | |
| c34 | Bodie Crossingham, Tshilidzi Marwala, Monica Lagazio: Optimised rough sets for modelling interstate conflict. SMC 2008: 1198-1204 | |
| c33 | Welile S. Miya, Lindokuhle Justice Mpanza, Tshilidzi Marwala, Fulufhelo Vincent Nelwamondo: Condition monitoring of oil-impregnated paper bushings using Extension Neural Network, Gaussian Mixture and Hidden Markov Models. SMC 2008: 1954-1959 | |
| c32 | ||
| c31 | Pretesh B. Patel, Tshilidzi Marwala: Interactive Voice Response field classifiers. SMC 2008: 3425-3430 | |
| i50 | Vukosi N. Marivate, Tshilidzi Marwala: Introduction to Relational Networks for Classification. CoRR abs/0804.4682 (2008) | |
| i49 | 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) | |
| i48 | Meir Perez, Tshilidzi Marwala: Stochastic Optimization Approaches for Solving Sudoku. CoRR abs/0805.0697 (2008) | |
| i47 | Vukosi N. Marivate, George Ssali, Tshilidzi Marwala: An Intelligent Multi-Agent Recommender System for Human Capacity Building. CoRR abs/0806.2216 (2008) | |
| i46 | Vukosi N. Marivate, Tshilidzi Marwala: Social Learning Methods in Board Games. CoRR abs/0810.3474 (2008) | |
| i45 | Lesedi Melton Masisi, Fulufhelo Vincent Nelwamondo, Tshilidzi Marwala: The use of entropy to measure structural diversity. CoRR abs/0810.3525 (2008) | |
| i44 | Dan Golding, Linda Wilson, Tshilidzi Marwala: Emergency Centre Organization and Automated Triage System. CoRR abs/0810.3671 (2008) | |
| i43 | 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) | |
| i42 | Sarah Wright, Tshilidzi Marwala: Artificial Intelligence Techniques for Steam Generator Modelling. CoRR abs/0811.1711 (2008) | |
| i41 | Anthony Gidudu, Bolanle Abe, Tshilidzi Marwala: Land Cover Mapping Using Ensemble Feature Selection Methods. CoRR abs/0811.2016 (2008) | |
| i40 | Baruch Lubinsky, Bekir Genc, Tshilidzi Marwala: Prediction of Platinum Prices Using Dynamically Weighted Mixture of Experts. CoRR abs/0812.2785 (2008) | |
| 2007 | ||
| j2 | Tshilidzi Marwala: Bayesian training of neural networks using genetic programming. Pattern Recognition Letters 28(12): 1452-1458 (2007) | |
| c30 | Fulufhelo Vincent Nelwamondo, Tshilidzi Marwala: Rough Set Theory for the Treatment of Incomplete Data. FUZZ-IEEE 2007: 1-6 | |
| c29 | Bodie Crossingham, Tshilidzi Marwala: Using Genetic Algorithms to Optimise Rough Set Partition Sizes for HIV Data Analysis. IDC 2007: 245-250 | |
| c28 | Ishmael S. Msiza, Fulufhelo Vincent Nelwamondo, Tshilidzi Marwala: Water Demand Forecasting Using Multi-layer Perceptron and Radial Basis Functions. IJCNN 2007: 13-18 | |
| c27 | Shakir Mohamed, David M. Rubin, Tshilidzi Marwala: Incremental Learning for Classification of Protein Sequences. IJCNN 2007: 19-24 | |
| c26 | Christina B. Vilakazi, Tshilidzi Marwala: Online Incremental Learning for High Voltage Bushing Condition Monitoring. IJCNN 2007: 2521-2526 | |
| c25 | Christina B. Vilakazi, Tshilidzi Marwala: Incremental Learning and Its Application to Bushing Condition Monitoring. ISNN (1) 2007: 1237-1246 | |
| c24 | Fulufhelo Vincent Nelwamondo, Tshilidzi Marwala: Handling Missing Data from Heteroskedastic and Nonstationary Data. ISNN (1) 2007: 1293-1302 | |
| c23 | 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 | |
| c22 | Christina B. Vilakazi, Tshilidzi Marwala: Agents and multi-agent systems and application to condition monitoring. SMC 2007: 644-649 | |
| c21 | ||
| i39 | ||
| i38 | Shakir Mohamed, David M. Rubin, Tshilidzi Marwala: An Adaptive Strategy for the Classification of G-Protein Coupled Receptors. CoRR abs/0704.3453 (2007) | |
| i37 | Fulufhelo Vincent Nelwamondo, Tshilidzi Marwala: Rough Sets Computations to Impute Missing Data. CoRR abs/0704.3635 (2007) | |
| i36 | 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) | |
| i35 | Lukasz A. Machowski, Tshilidzi Marwala: Using Images to create a Hierarchical Grid Spatial Index. CoRR abs/0705.0204 (2007) | |
| i34 | ||
| i33 | Tshilidzi Marwala, Bodie Crossingham: Bayesian Approach to Neuro-Rough Models. CoRR abs/0705.0761 (2007) | |
| i32 | Jonathan M. Spiller, Tshilidzi Marwala: Medical Image Segmentation and Localization using Deformable Templates. CoRR abs/0705.0781 (2007) | |
| i31 | D. L. Falk, David M. Rubin, Tshilidzi Marwala: Enhancement of Noisy Planar Nuclear Medicine Images using Mean Field Annealing. CoRR abs/0705.0828 (2007) | |
| i30 | Dhiresh R. Surajpal, Tshilidzi Marwala: An Independent Evaluation of Subspace Face Recognition Algorithms. CoRR abs/0705.0952 (2007) | |
| i29 | 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) | |
| i28 | Fulufhelo Vincent Nelwamondo, Tshilidzi Marwala: Fuzzy Artmap and Neural Network Approach to Online Processing of Inputs with Missing Values. CoRR abs/0705.1031 (2007) | |
| i27 | E. Habtemariam, Tshilidzi Marwala, Monica Lagazio: Artificial Intelligence for Conflict Management. CoRR abs/0705.1209 (2007) | |
| i26 | Tshilidzi Marwala: Control of Complex Systems Using Bayesian Networks and Genetic Algorithm. CoRR abs/0705.1214 (2007) | |
| i25 | Emil Marais, Tshilidzi Marwala: Predicting the Presence of Internet Worms using Novelty Detection. CoRR abs/0705.1288 (2007) | |
| i24 | 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) | |
| i23 | Unathi Mahola, Fulufhelo Vincent Nelwamondo, Tshilidzi Marwala: HMM Speaker Identification Using Linear and Non-linear Merging Techniques. CoRR abs/0705.1585 (2007) | |
| i22 | 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) | |
| i21 | L. Mdlazi, C. J. Stander, P. S. Heyns, Tshilidzi Marwala: Using artificial intelligence for data reduction in mechanical engineering. CoRR abs/0705.1673 (2007) | |
| i20 | Lukasz A. Machowski, Tshilidzi Marwala: Evolutionary Optimisation Methods for Template Based Image Registration. CoRR abs/0705.1674 (2007) | |
| i19 | Michael Maio Pires, Tshilidzi Marwala: Option Pricing Using Bayesian Neural Networks. CoRR abs/0705.1680 (2007) | |
| i18 | 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) | |
| i17 | Tshilidzi Marwala: Finite Element Model Updating Using Response Surface Method. CoRR abs/0705.1759 (2007) | |
| i16 | Tshilidzi Marwala: Dynamic Model Updating Using Particle Swarm Optimization Method. CoRR abs/0705.1760 (2007) | |
| i15 | Tshilidzi Marwala, Monica Lagazio: Modeling and Controlling Interstate Conflict. CoRR abs/0705.1761 (2007) | |
| i14 | 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) | |
| i13 | Tshilidzi Marwala, Thando Tettey, Snehashish Chakraverty: Fault Classification using Pseudomodal Energies and Neuro-fuzzy modelling. CoRR abs/0705.2236 (2007) | |
| i12 | Sizwe M. Dhlamini, Tshilidzi Marwala, Thokozani Majozi: Fuzzy and Multilayer Perceptron for Evaluation of HV Bushings. CoRR abs/0705.2305 (2007) | |
| i11 | Bradley van Aardt, Tshilidzi Marwala: A Study in a Hybrid Centralised-Swarm Agent Community. CoRR abs/0705.2307 (2007) | |
| i10 | Christina B. Vilakazi, Tshilidzi Marwala, P. Mautla, E. Moloto: On-Line Condition Monitoring using Computational Intelligence. CoRR abs/0705.2310 (2007) | |
| i9 | Bodie Crossingham, Tshilidzi Marwala: Using Genetic Algorithms to Optimise Rough Set Partition Sizes for HIV Data Analysis. CoRR abs/0705.2485 (2007) | |
| i8 | 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) | |
| i7 | Tshilidzi Marwala, Christina B. Vilakazi: Computational Intelligence for Condition Monitoring. CoRR abs/0705.2604 (2007) | |
| i6 | Evan Hurwitz, Tshilidzi Marwala: Multi-Agent Modeling Using Intelligent Agents in the Game of Lerpa. CoRR abs/0706.0280 (2007) | |
| i5 | Simon Scurrell, Tshilidzi Marwala, David M. Rubin: Automatic Detection of Pulmonary Embolism using Computational Intelligence. CoRR abs/0706.0300 (2007) | |
| i4 | Vukosi N. Marivate, Fulufhelo Vincent Nelwamondo, Tshilidzi Marwala: Autoencoder, Principal Component Analysis and Support Vector Regression for Data Imputation. CoRR abs/0709.2506 (2007) | |
| i3 | Greg Hulley, Tshilidzi Marwala: Evolving Classifiers: Methods for Incremental Learning. CoRR abs/0709.3965 (2007) | |
| i2 | Anthony Gidudu, Greg Hulley, Tshilidzi Marwala: Classification of Images Using Support Vector Machines. CoRR abs/0709.3967 (2007) | |
| i1 | Anthony Gidudu, Greg Hulley, Tshilidzi Marwala: Image Classification Using SVMs: One-against-One Vs One-against-All. CoRR abs/0711.2914 (2007) | |
| 2006 | ||
| c20 | Dalton Lunga, Tshilidzi Marwala: Time Series Analysis Using Fractal Theory and Online Ensemble Classifiers. Australian Conference on Artificial Intelligence 2006: 312-321 | |
| c19 | 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 | |
| c18 | Dalton Lunga, Tshilidzi Marwala: Online Forecasting of Stock Market Movement Direction Using the Improved Incremental Algorithm. ICONIP (3) 2006: 440-449 | |
| c17 | 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 | |
| c16 | Thando Tettey, Tshilidzi Marwala: Neuro-fuzzy Modeling and Fuzzy Rule Extraction Applied to Conflict Management. ICONIP (3) 2006: 1087-1094 | |
| c15 | Fulufhelo Vincent Nelwamondo, Unathi Mahola, Tshilidzi Marwala: Improving Speaker Identification Rate Using Fractals. IJCNN 2006: 3231-3236 | |
| c14 | Tshilidzi Marwala, Unathi Mahola, Fulufhelo Vincent Nelwamondo: Hidden Markov Models and Gaussian Mixture Models for Bearing Fault Detection Using Fractals. IJCNN 2006: 3237-3242 | |
| c13 | Tshilidzi Marwala: Bayesian Training of Neural Networks Using Genetic Programming. IJCNN 2006: 3622-3626 | |
| c12 | Shakir Mohamed, Thando Tettey, Tshilidzi Marwala: An Extension Neural Network and Genetic Algorithm for Bearing Fault Classification. IJCNN 2006: 3942-3948 | |
| c11 | Fulufhelo Vincent Nelwamondo, Tshilidzi Marwala: Faults Detection Using Gaussian Mixture Models, Mel-Frequency Cepstral Coefficients and Kurtosis. SMC 2006: 290-295 | |
| c10 | Sizwe M. Dhlamini, Tshilidzi Marwala, Thokozani Majozi: Fuzzy and Multilayer Perceptron for Evaluation of HV Bushings. SMC 2006: 1331-1336 | |
| c9 | Shakir Mohamed, David M. Rubin, Tshilidzi Marwala: Multi-class Protein Sequence Classification Using Fuzzy ARTMAP. SMC 2006: 1676-1681 | |
| c8 | Lukasz A. Machowski, Tshilidzi Marwala: Using Images to create a Hierarchical Grid Spatial Index. SMC 2006: 1974-1979 | |
| c7 | Brain Leke-Betechuoh, Tshilidzi Marwala, Taryn Tim, Monica Lagazio: Prediction of HIV Status from Demographic Data Using Neural Networks. SMC 2006: 2339-2344 | |
| c6 | Pretesh B. Patel, Tshilidzi Marwala: Forecasting closing price indices using neural networks. SMC 2006: 2351-2356 | |
| c5 | Christina B. Vilakazi, Tshilidzi Marwala: Application of Feature Selection and Fuzzy ARTMAP to Intrusion Detection. SMC 2006: 4880-4885 | |
| 2005 | ||
| j1 | Mussa Abdella, Tshilidzi Marwala: The Use of Genetic Algorithms and Neural Networks to Approximate Missing Data in Database. Computers and Artificial Intelligence 24(6): 577-589 (2005) | |
| 2004 | ||
| c4 | Eyob Teweldemedhin, Tshilidzi Marwala, Conrad Mueller: Agent-Based Modelling: A Case Study in HIV Epidemic. HIS 2004: 154-159 | |
| c3 | Zaheer A. Dindar, Tshilidzi Marwala: Option pricing using a committee of neural networks and optimized networks. SMC (1) 2004: 434-438 | |
| c2 | Michael Maio Pires, Tshilidzi Marwala: American option pricing using multi-layer perceptron and support vector machine. SMC (2) 2004: 1279-1285 | |
| c1 | Lukasz A. Machowski, Tshilidzi Marwala: Representing and classifying 2D shapes of real-world objects using neural networks. SMC (7) 2004: 6366-6372 | |
Colors in the list of coauthors
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