List of works - Bhekisipho Twala

A Deep Learning-Cuckoo Search Method for Missing Data Estimation in High-Dimensional Datasets

scientific article published in 2017

AN EMPIRICAL COMPARISON OF TECHNIQUES FOR HANDLING INCOMPLETE DATA USING DECISION TREES

article by Bhekisipho Twala published 4 May 2009 in Applied Artificial Intelligence

Ambiguities in fit-evaluation for selector models

scientific article published in August 2016

An Empirical Evaluation of Machine Learning Algorithms for Image Classification

scientific article published in 2016

Applying Rule Induction in Software Prediction

scholarly article

Causality tests using basic and optimally-pruned extreme learning machines

scientific article published in April 2017

Classification with missing data using multi-layered artificial immune systems

scientific article published in June 2012

Combining classifiers for credit risk prediction

scientific article published on 17 July 2009

Comparison of various methods for handling incomplete data in software engineering databases

scholarly article

Corrigendum to “Multiple classifier application to credit risk assessment” [Expert Systems with Applications 37 (4) (2010) 3326–3336]

scientific article published in June 2011

Dancing with Dirty Road Traffic Accidents Data: The Case of Gauteng Province in South Africa

scientific article published on 11 October 2012

Determining Distribution Power System Loading Measurements Accuracy Using Fuzzy Logic

scientific article published in 2017

ENERGY USAGE OPTIMISATION IN SOUTH AFRICAN MINES

scientific article published in March 2014

Effect of Rotor Barrier Pitch Angle on Torque Ripple Production in Synchronous Reluctance Machines

scientific article published in 2016

Effect of double-triple winding layout on axially-laminated anisotropic rotor synchronous reluctance motors

scientific article published in September 2016

Ensemble Imputation Methods for Missing Software Engineering Data

scholarly article

Ensemble missing data techniques for software effort prediction

scientific article published on 13 May 2010

Ensemble multisensor data using state-of-the-art classification methods

scientific article published in September 2013

Evaluating effect of foliage on link reliability of wireless signal

scientific article published in February 2013

Extracting Supervised Learning Classifiers from Possibly Incomplete Remotely Sensed Data

scientific article published in September 2013

Extracting grey relational systems from incomplete road traffic accidents data: the case of Gauteng Province in South Africa

article

Forecasting electricity consumption in South Africa: ARMA, neural networks and neuro-fuzzy systems

scientific article published in July 2014

Gold mine dam levels and energy consumption classification using artificial intelligence methods

scientific article published in April 2013

Handling out-of-sequence data using model-based statistical imputation

scientific article published in 2010

Hybrid optimization algorithm to the problem of Distributed Generation power losses

scientific article published in October 2016

Immobilisation and characterisation of biocatalytic co-factor recycling enzymes, glucose dehydrogenase and NADH oxidase, on aldehyde functional ReSyn™ polymer microspheres

scientific article published on 23 March 2012

Impact of noise on credit risk prediction: Does data quality really matter?

scientific article published on 6 November 2013

Improving single classifiers prediction accuracy for underground water pump station in a gold mine using ensemble techniques

scientific article published in September 2015

Increasing the Detection of Minority Class Instances in Financial Statement Fraud

scientific article published in 2017

Investigation into effects of a novel rotor cut-off design for synchronous reluctance machines

scientific article published in June 2017

Leakage current minimisation and power reduction techniques using sub-threshold design

scientific article published in November 2015

Marketing Strategies 4.0: Recent Trends and Technologies in Marketing

scientific article published in 2022

Measuring the Impact of Imputation in Financial Fraud

scientific article published in 2015

Modeling after sales customer satisfaction using multinomial logistic regression insights from a South African car company

scientific article published in October 2014

Modeling of missing data prediction: Computational intelligence and optimization algorithms

scholarly article published October 2014

Moving towards accurate monitoring and prediction of gold mine underground dam levels

scientific article published in July 2014

Multiple classifier application to credit risk assessment

scientific article published in April 2010

Optimal parameter inference method for effective design of synchronous reluctance machines

scientific article published in May 2017

Optimising latent features using artificial immune system in collaborative filtering for recommender systems

article by Mlungisi Duma & Bhekisipho Twala published October 2018 in Applied Soft Computing

Optimization of the compressed air-usage in South African mines

scientific article published in September 2011

PREDICTIVE MODELING WITH MISSING DATA USING AN AUTOMATIC RELEVANCE DETERMINATION ENSEMBLE: A COMPARATIVE STUDY

scientific article published in November 2012

Partial imputation of unseen records to improve classification using a hybrid multi-layered artificial immune system and genetic algorithm

scientific article published in December 2013

Predicting incomplete gene microarray data with the use of supervised learning algorithms

scientific article published in October 2010

Predicting mine dam levels and energy consumption using artificial intelligence methods

scientific article published in April 2013

Predictive modeling for default risk using a multilayered feedforward neural network with Bayesian regularization

scientific article published in August 2013

Quantitative Comparison of Two Particle Tracking Methods in Fluorescence Microscopy Images

scientific article published in September 2013

Reasoning with robot execution failures in noisy environments

scientific article published in November 2012

Robot execution failure prediction using incomplete data

Simulation and parameter optimization of polysilicon gate biaxial strained silicon MOSFETs

scientific article published in October 2015

Software faults prediction using multiple classifiers

scientific article published in March 2011

Target tracking using multiple classifier systems and statistical process control

scientific article published in September 2013

Torque ripple minimization in synchronous reluctance motor using a sinusoidal rotor lamination shape

scientific article published in September 2016

Toward Accurate Software Effort Prediction Using Multiple Classifier Systems

scientific article published in 2016

Underground water dam levels and energy consumption prediction using computational intelligence techniques

scientific article published in May 2014

Univariate Modelling of Electricity Consumption in South Africa: Neural Networks and Neuro-fuzzy Systems

scientific article published in October 2013

When Partly Missing Data Matters in Software Effort Development Prediction

scientific article published on 20 September 2017

List of works by Bhekisipho Twala

A Deep Learning-Cuckoo Search Method for Missing Data Estimation in High-Dimensional Datasets

AN EMPIRICAL COMPARISON OF TECHNIQUES FOR HANDLING INCOMPLETE DATA USING DECISION TREES

Ambiguities in fit-evaluation for selector models

An Empirical Evaluation of Machine Learning Algorithms for Image Classification

Applying Rule Induction in Software Prediction

Causality tests using basic and optimally-pruned extreme learning machines

Classification with missing data using multi-layered artificial immune systems

Combining classifiers for credit risk prediction

Comparison of various methods for handling incomplete data in software engineering databases

Corrigendum to “Multiple classifier application to credit risk assessment” [Expert Systems with Applications 37 (4) (2010) 3326–3336]

Dancing with Dirty Road Traffic Accidents Data: The Case of Gauteng Province in South Africa

Determining Distribution Power System Loading Measurements Accuracy Using Fuzzy Logic

ENERGY USAGE OPTIMISATION IN SOUTH AFRICAN MINES

Effect of Rotor Barrier Pitch Angle on Torque Ripple Production in Synchronous Reluctance Machines

Effect of double-triple winding layout on axially-laminated anisotropic rotor synchronous reluctance motors

Ensemble Imputation Methods for Missing Software Engineering Data

Ensemble missing data techniques for software effort prediction

Ensemble multisensor data using state-of-the-art classification methods

Evaluating effect of foliage on link reliability of wireless signal

Extracting Supervised Learning Classifiers from Possibly Incomplete Remotely Sensed Data

Extracting grey relational systems from incomplete road traffic accidents data: the case of Gauteng Province in South Africa

Forecasting electricity consumption in South Africa: ARMA, neural networks and neuro-fuzzy systems

Gold mine dam levels and energy consumption classification using artificial intelligence methods

Handling out-of-sequence data using model-based statistical imputation

Hybrid optimization algorithm to the problem of Distributed Generation power losses

Immobilisation and characterisation of biocatalytic co-factor recycling enzymes, glucose dehydrogenase and NADH oxidase, on aldehyde functional ReSyn™ polymer microspheres

Impact of noise on credit risk prediction: Does data quality really matter?

Improving single classifiers prediction accuracy for underground water pump station in a gold mine using ensemble techniques

Increasing the Detection of Minority Class Instances in Financial Statement Fraud

Investigation into effects of a novel rotor cut-off design for synchronous reluctance machines

Leakage current minimisation and power reduction techniques using sub-threshold design

Marketing Strategies 4.0: Recent Trends and Technologies in Marketing

Measuring the Impact of Imputation in Financial Fraud

Modeling after sales customer satisfaction using multinomial logistic regression insights from a South African car company

Modeling of missing data prediction: Computational intelligence and optimization algorithms

Moving towards accurate monitoring and prediction of gold mine underground dam levels

Multiple classifier application to credit risk assessment

Optimal parameter inference method for effective design of synchronous reluctance machines

Optimising latent features using artificial immune system in collaborative filtering for recommender systems

Optimization of the compressed air-usage in South African mines

PREDICTIVE MODELING WITH MISSING DATA USING AN AUTOMATIC RELEVANCE DETERMINATION ENSEMBLE: A COMPARATIVE STUDY

Partial imputation of unseen records to improve classification using a hybrid multi-layered artificial immune system and genetic algorithm

Predicting incomplete gene microarray data with the use of supervised learning algorithms

Predicting mine dam levels and energy consumption using artificial intelligence methods

Predictive modeling for default risk using a multilayered feedforward neural network with Bayesian regularization

Quantitative Comparison of Two Particle Tracking Methods in Fluorescence Microscopy Images

Reasoning with robot execution failures in noisy environments

Robot execution failure prediction using incomplete data

Simulation and parameter optimization of polysilicon gate biaxial strained silicon MOSFETs

Software faults prediction using multiple classifiers

Target tracking using multiple classifier systems and statistical process control

Torque ripple minimization in synchronous reluctance motor using a sinusoidal rotor lamination shape

Toward Accurate Software Effort Prediction Using Multiple Classifier Systems

Underground water dam levels and energy consumption prediction using computational intelligence techniques

Univariate Modelling of Electricity Consumption in South Africa: Neural Networks and Neuro-fuzzy Systems

When Partly Missing Data Matters in Software Effort Development Prediction