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Tshilidzi Marwala

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

80

Venues

20

Active years

2001–2022

Best venue rank

A*

Where they publish

Papers

80 indexed papers, newest first.

YearVenueTitleAuthors
2022CoDITPortfolio Optimisation Using Ulimisana Optimisation Algorithm.Tshifhiwa Maumela, Fulufhelo V. Nelwamondo, Tshilidzi Marwala
2021SMCStock Price Prediction Using Sentiment Analysis.Thendo Sidogi, Rendani Mbuvha, Tshilidzi Marwala
2020ICMLHealing Products of Gaussian Process Experts.Samuel Cohen, Rendani Mbuvha, Tshilidzi Marwala, Marc Peter Deisenroth
2019ICANNBayesian Automatic Relevance Determination for Feature Selection in Credit Default Modelling.Rendani Mbuvha, Ilyes Boulkaibet, Tshilidzi Marwala
2017ACIIDSEthnicity Distinctiveness Through Iris Texture Features Using Gabor Filters.Gugulethu Mabuza-Hocquet, Fulufhelo V. Nelwamondo, Tshilidzi Marwala
2017SMCDeep learning-bat high-dimensional missing data estimator.Collins Leke, Alain Richard Ndjiongue, Bhekisipho Twala, Tshilidzi Marwala
2016ICONIPPrioritising Security Tests on Large-Scale and Distributed Software Development Projects by Using Self-organised Maps.Marcos lvares, Fernando Buarque de Lima Neto, Tshilidzi Marwala
2016SMCHybrid optimization algorithm to the problem of Distributed Generation power losses.Ahmed Ali, Ilyes Boulkaibet, Bhekisipho Twala, Tshilidzi Marwala
2016SMCTolerance to complexity: Measuring capacity of development teams to handle source code complexity.Marcos lvares Barbosa, Fernando Buarque de Lima Neto, Tshilidzi Marwala
2016SIMULTECHAutoencoder Networks for Water Demand Predictive Modelling.Ishmael S. Msiza, Tshilidzi Marwala
2014CECApplication of computational intelligence for Source Code classification.Marcos lvares Barbosa Junior, Tshilidzi Marwala, Fernando Buarque de Lima Neto
2014IJCNNMoving towards accurate monitoring and prediction of gold mine underground dam levels.Ali N. Hasan, Bhekisipho Twala, Tshilidzi Marwala
2014SMCModeling of missing data prediction: Computational intelligence and optimization algorithms.Collins Leke, Bhekisipho Twala, Tshilidzi Marwala
2014SMCModeling after sales customer satisfaction using multinomial logistic regression insights from a South African car company.Satyakama Paul, Bhekisipho Twala, Tshilidzi Marwala
2013ICMVEnsemble classifier using GRG algorithm for land cover classification.Bolanle Tolulope Abe, Jaco A. Jordaan, Tshilidzi Marwala
2013IJCNNPredictive modeling for default risk using a multilayered feedforward neural network with Bayesian regularization.Innocent Sizo Duma, Bhekisipho Twala, Tshilidzi Marwala
2012CECClassification with missing data using multi-layered artificial immune systems.Mlungisi Duma, Bhekisipho Twala, Tshilidzi Marwala, Fulufhelo Vincent Nelwamondo
2012CECOptimizing risk management using NSGA-II.Marcos lvares Barbosa Junior, Fernando Buarque de Lima Neto, Tshilidzi Marwala
2012EANNOptimization of Fuzzy Inference System Field Classifiers Using Genetic Algorithms and Simulated Annealing.Pretesh B. Patel, Tshilidzi Marwala
2012ICCSADynamic Software Maintenance Effort Estimation Modeling Using Neural Network, Rule Engine and Multi-regression Approach.Ruchi Shukla, Mukul Shukla, Arun Kumar Misra, Tshilidzi Marwala, Willem A. Clarke
2012IJCNNComputational intelligence techniques for modelling an economic system.Msizi Khoza, Tshilidzi Marwala
2012SMCOptimising a targeted fund of strategies using genetic algorithms.Evan Hurwitz, Tshilidzi Marwala
2012SMCThe applications of computational intelligence in radio frequency identification research.Bo Xing, Wen-jing Gao, Tshilidzi Marwala
2011ICINCOImproving the Performance of the Ripper in Insurance Risk Classification - A Comparitive Study using Feature Selection.Mlungisi Duma, Bhekisipho Twala, Tshilidzi Marwala, Fulufhelo V. Nelwamondo
2011ICMLAAdaptive Neuro Fuzzy Inference System, Neural Network and Support Vector Machine for Caller Behavior Classification.Pretesh B. Patel, Tshilidzi Marwala
2011IJCCIImproving the Performance of the Support Vector Machine in Insurance Risk Classification - A Comparitive Study.Mlungisi Duma, Bhekisipho Twala, Tshilidzi Marwala, Fulufhelo V. Nelwamondo
2011SMCSuitability of using technical indicator-based Strategies as potential strategies within intelligent trading systems.Evan Hurwitz, Tshilidzi Marwala
2010CECAnt colony optimization for automated storage and retrieval system.Bo Xing, Wen-jing Gao, Fulufhelo V. Nelwamondo, Kimberly Battle, Tshilidzi Marwala
2010IGARSSInvestigating the effects of ensemble classification on remotely sensed data for land cover mapping.Bolanle Abe, Anthony Gidudu, Tshilidzi Marwala
2010SMCA Response Surface Methodology approach to operating system scheduler tuning.George Anderson, Tshilidzi Marwala, Fulufhelo Vincent Nelwamondo
2010SMCIntelligent travel route planning for bridge crane type of material handling equipment in cellular manufacturing.Bo Xing, Wen-jing Gao, Kimberly Battle, Tshilidzi Marwala, Fulufhelo V. Nelwamondo
2010SMCCan ant algorithms make automated guided vehicle system more intelligent?Bo Xing, Wen-jing Gao, Kimberly Battle, Tshilidzi Marwala, Fulufhelo V. Nelwamondo
2010SMCAnt stigmergy shop floor control architecture for intelligent product oriented manufacturing system.Bo Xing, Wen-jing Gao, Kimberly Battle, Tshilidzi Marwala, Fulufhelo V. Nelwamondo
2009ADMAEvaluating the Impact of Missing Data Imputation.Adam Pantanowitz, Tshilidzi Marwala
2009ICMLAGenetic Algorithms, Neural Networks, Fuzzy Inference System, Support Vector Machines for Call Performance Classification.Pretesh B. Patel, Tshilidzi Marwala
2009ICMLADifferentially Expressed Gene Identification Based on Separability Index.Meir Perez, Jonathan Featherston, David M. Rubin, Tshilidzi Marwala, Lesley E. Scott, Wendy S. Stevens
2009IGARSSRandom Ensemble Feature Selection for Land Cover Mapping.Anthony Gidudu, Bolanle Abe, Tshilidzi Marwala
2008ICMLAEstimating Missing Data and Determining the Confidence of the Estimate Data.Jaisheel Mistry, Fulufhelo V. Nelwamondo, Tshilidzi Marwala
2008ICONIPImputation of Missing Data Using PCA, Neuro-Fuzzy and Genetic Algorithms.Nthabiseng Hlalele, Fulufhelo V. Nelwamondo, Tshilidzi Marwala
2008ICONIPInvestigating Ensemble Weight and the Certainty Distributions for Indicating Structural Diversity.Lesedi Melton Masisi, Fulufhelo V. Nelwamondo, Tshilidzi Marwala
2008ICONIPInvestigating Demographic Influences for HIV Classification Using Bayesian Autoassociative Neural Networks.Jaisheel Mistry, Fulufhelo V. Nelwamondo, Tshilidzi Marwala
2008ICONIPCaller Interaction Classification: A Comparison of Real and Binary Coded GA-MLP Techniques.Pretesh B. Patel, Tshilidzi Marwala
2008IJCNNComputational intelligence and decision trees for missing data estimation.George Ssali, Tshilidzi Marwala
2008SMCOptimised rough sets for modelling interstate conflict.Bodie Crossingham, Tshilidzi Marwala, Monica Lagazio
2008SMCClassification of web resident sensor resources using Latent Semantic Indexing and ontologies.Wabo Majavu, Terence L. van Zyl, Tshilidzi Marwala
2008SMCNeuro-rough models for modelling HIV.Tshilidzi Marwala, Bodie Crossingham
2008SMCCondition monitoring of oil-impregnated paper bushings using Extension Neural Network, Gaussian Mixture and Hidden Markov Models.Welile S. Miya, Lindokuhle Justice Mpanza, Tshilidzi Marwala, Fulufhelo V. Nelwamondo
2008SMCInteractive Voice Response field classifiers.Pretesh B. Patel, Tshilidzi Marwala
2008SMCSimulation of retinal function A fuzzy-linear approach.Meir Perez, Robert Oscar Davidson, David M. Rubin, Tshilidzi Marwala
2007IJCNNIncremental Learning for Classification of Protein Sequences.Shakir Mohamed, David M. Rubin, Tshilidzi Marwala
2007IJCNNWater Demand Forecasting Using Multi-layer Perceptron and Radial Basis Functions.Ishmael S. Msiza, Fulufhelo V. Nelwamondo, Tshilidzi Marwala
2007IJCNNOnline Incremental Learning for High Voltage Bushing Condition Monitoring.Christina B. Vilakazi, Tshilidzi Marwala
2007IDCUsing Genetic Algorithms to Optimise Rough Set Partition Sizes for HIV Data Analysis.Bodie Crossingham, Tshilidzi Marwala
2007ISNNHandling Missing Data from Heteroskedastic and Nonstationary Data.Fulufhelo V. Nelwamondo, Tshilidzi Marwala
2007ISNNIncremental Learning and Its Application to Bushing Condition Monitoring.Christina B. Vilakazi, Tshilidzi Marwala
2007SMCLearning to bluff.Evan Hurwitz, Tshilidzi Marwala
2007SMCArtificial Neural Networks and Support Vector Machines for water demand time series forecasting.Ishmael S. Msiza, Fulufhelo V. Nelwamondo, Tshilidzi Marwala
2006ICONIPOnline Forecasting of Stock Market Movement Direction Using the Improved Incremental Algorithm.Dalton D. Lunga, Tshilidzi Marwala
2006ICONIPNeural Networks, Fuzzy Inference Systems and Adaptive-Neuro Fuzzy Inference Systems for Financial Decision Making.Pretesh B. Patel, Tshilidzi Marwala
2006ICONIPNeural Network Applications in Advanced Aircraft Flight Control System, a Hybrid System, a Flight Test Demonstration.Fola Soares, John J. Burken, Tshilidzi Marwala
2006ICONIPNeuro-fuzzy Modeling and Fuzzy Rule Extraction Applied to Conflict Management.Thando Tettey, Tshilidzi Marwala
2006IJCNNBayesian Training of Neural Networks Using Genetic Programming.Tshilidzi Marwala
2006IJCNNHidden Markov Models and Gaussian Mixture Models for Bearing Fault Detection Using Fractals.Tshilidzi Marwala, Unathi Mahola, Fulufhelo V. Nelwamondo
2006IJCNNAn Extension Neural Network and Genetic Algorithm for Bearing Fault Classification.Shakir Mohamed, Thando Tettey, Tshilidzi Marwala
2006IJCNNImproving Speaker Identification Rate Using Fractals.Fulufhelo V. Nelwamondo, Unathi Mahola, Tshilidzi Marwala
2006SMCFuzzy and Multilayer Perceptron for Evaluation of HV Bushings.Sizwe M. Dhlamini, Tshilidzi Marwala, Thokozani Majozi
2006SMCPrediction of HIV Status from Demographic Data Using Neural Networks.Brain Leke-Betechuoh, Tshilidzi Marwala, Taryn Tim, Monica Lagazio
2006SMCUsing Images to create a Hierarchical Grid Spatial Index.Lukasz A. Machowski, Tshilidzi Marwala
2006SMCMulti-class Protein Sequence Classification Using Fuzzy ARTMAP.Shakir Mohamed, David M. Rubin, Tshilidzi Marwala
2006SMCFaults Detection Using Gaussian Mixture Models, Mel-Frequency Cepstral Coefficients and Kurtosis.Fulufhelo V. Nelwamondo, Tshilidzi Marwala
2006SMCForecasting closing price indices using neural networks.Pretesh B. Patel, Tshilidzi Marwala
2006SMCApplication of Feature Selection and Fuzzy ARTMAP to Intrusion Detection.Christina B. Vilakazi, Tshilidzi Marwala
2005IJCNNTreatment of missing data using neural networks and genetic algorithms.Mussa Abdella, Tshilidzi Marwala
2005IJCNNArtificial intelligence for conflict management.E. Habtemariam, Tshilidzi Marwala, Monica Lagazio
2004HISAgent-Based Modelling: A Case Study in HIV Epidemic.Eyob Teweldemedhin, Tshilidzi Marwala, Conrad Mueller
2004IJCNNModeling and controlling interstate conflict.Tshilidzi Marwala, Monica Lagazio
2004SMCOption pricing using a committee of neural networks and optimized networks.Zaheer A. Dindar, Tshilidzi Marwala
2004SMCRepresenting and classifying 2D shapes of real-world objects using neural networks.Lukasz A. Machowski, Tshilidzi Marwala
2004SMCAmerican option pricing using multi-layer perceptron and support vector machine.Michael Maio Pires, Tshilidzi Marwala
2001SMCSimulation of a trading multi-agent system.Pedro Mariano, Alfredo Pereira, Lus Correia, Rita Almeida Ribeiro, Vladimir Abramov, Nick B. Szirbik, Jan Goossenaerts, Tshilidzi Marwala, Philippe De Wilde