Terence L van Zyl

Terence L van Zyl

University of Johannesburg

H-index: 14

Africa-South Africa

About Terence L van Zyl

Terence L van Zyl, With an exceptional h-index of 14 and a recent h-index of 12 (since 2020), a distinguished researcher at University of Johannesburg, specializes in the field of Machine Learning, Evolutionary Optimisation, Deep Learning Forecasting, Financial & Industrial AI, ‪Spatial-Temporal Analytics.

His recent articles reflect a diverse array of research interests and contributions to the field:

Improving road damage maintenance in South Africa using deep learning

An evaluation of the Long Short-Term Memory model for predictive maintenance applications in the aircraft industry

Machine Learning for Socially Responsible Portfolio Optimisation

Viability of Convolutional Variational Autoencoders for Lifelong Class Incremental Similarity Learning

Comparing Male Nyala and Male Kudu Classification using Transfer Learning with ResNet-50 and VGG-16

A Learnheuristic Approach to A Constrained Multi-Objective Portfolio Optimisation Problem

Impacts of Architectural Enhancements on Sequential Recommendation Models

Real time visual analytics of moving features: A case of vessel movement

Terence L van Zyl Information

University

Position

Professor at Insititute for Intelligent Systems

Citations(all)

770

Citations(since 2020)

516

Cited By

288

hIndex(all)

14

hIndex(since 2020)

12

i10Index(all)

26

i10Index(since 2020)

21

Email

University Profile Page

University of Johannesburg

Google Scholar

View Google Scholar Profile

Terence L van Zyl Skills & Research Interests

Machine Learning

Evolutionary Optimisation

Deep Learning Forecasting

Financial & Industrial AI

‪Spatial-Temporal Analytics

Top articles of Terence L van Zyl

Title

Journal

Author(s)

Publication Date

Improving road damage maintenance in South Africa using deep learning

Devesh Mothilall

Terence van Zyl

2024/2/1

An evaluation of the Long Short-Term Memory model for predictive maintenance applications in the aircraft industry

Devesh Mothilall

Terence van Zyl

2024/2/1

Machine Learning for Socially Responsible Portfolio Optimisation

Taeisha Nundlall

Terence L Van Zyl

2023/4/23

Viability of Convolutional Variational Autoencoders for Lifelong Class Incremental Similarity Learning

Jiahao Huo

Terence L van Zyl

2023/11/29

Comparing Male Nyala and Male Kudu Classification using Transfer Learning with ResNet-50 and VGG-16

arXiv preprint arXiv:2311.05981

TT Lemani

TL van Zyl

2023/11/10

A Learnheuristic Approach to A Constrained Multi-Objective Portfolio Optimisation Problem

Sonia Bullah

Terence L van Zyl

2023/4/23

Impacts of Architectural Enhancements on Sequential Recommendation Models

Mufhumudzi Muthivhi

Terence L van Zyl

Hairong Wang

2023/11/29

Real time visual analytics of moving features: A case of vessel movement

Abstracts of the ICA

Bolelang Sibolla

Terence van Zyl

Serena Coetzee

2023/8/12

Incremental class learning using variational autoencoders with similarity learning

Neural Computing and Applications

Jiahao Huo

Terence L van Zyl

2023/4/3

1 University of the Witwatersrand, Johannesburg 2000, Gauteng, South Africa 2

Artificial Intelligence Research: 4th Southern African Conference, SACAIR 2023, Muldersdrift, South Africa, December 4–8, 2023, Proceedings

Terence L van Zyl

2023/11/28

An Alzheimer’s disease category progression sub-grouping analysis using manifold learning on ADNI

Scientific reports

Dustin van der Haar

Ahmed Moustafa

Samuel L Warren

Hany Alashwal

Terence van Zyl

2023/6/28

Multi-Step Transfer Learning in Natural Language Processing in the Health Domain

Thokozile Manaka

Terence van Zyl

Deepak Kar

Alisha Wade

2023/1/31

Check for Unit-Based Genetic Algorithmic Approach for Optimal Multipurpose Batch Plant Scheduling Terence L. van Zyl and Matthew Woolway Zyl (~) D ID

Artificial Intelligence Research: 4th Southern African Conference, SACAIR 2023, Muldersdrift, South Africa, December 4–8, 2023, Proceedings

Terence L van Zyl

Matthew Woolway Zyl

2023/11/28

Late Meta-learning Fusion Using Representation Learning for Time Series Forecasting

Terence L van Zyl

2023/6/27

Improving Semi-supervised Learning in Generative Adversarial Networks Using Variational AutoEncoders

Faheem Moolla

Terence L van Zyl

Hairong Wang

2023/11/29

REPORT ON THE 25TH INTERNATIONAL CONFERENCE ON INFORMATION FUSION

Perspectives on Information Fusion

Fredrik Gustafsson

Gustaf Hendeby

Terence van Zyl

2023/6/1

Unit-Based Genetic Algorithmic Approach for Optimal Multipurpose Batch Plant Scheduling

Terence L van Zyl

Matthew Woolway

2023/11/29

Surrogate-assisted hyper-parameter search for portfolio optimisation: multi-period considerations

Neural Computing and Applications

Terence L van Zyl

Matthew Woolway

Andrew Paskaramoorthy

2023/11/22

Improving Cause-of-Death Classification from Verbal Autopsy Reports

Thokozile Manaka

Terence van Zyl

Deepak Kar

2022/11/28

Statistics and deep learning-based hybrid model for interpretable anomaly detection

arXiv preprint arXiv:2202.12720

Thabang Mathonsi

Terence L van Zyl

2022/2/25

See List of Professors in Terence L van Zyl University(University of Johannesburg)

Co-Authors

H-index: 38
Konrad Wessels

Konrad Wessels

George Mason University

H-index: 19
Serena Coetzee

Serena Coetzee

University of Pretoria

H-index: 9
Matthew Woolway

Matthew Woolway

Imperial College London

H-index: 9
Steven James

Steven James

University of the Witwatersrand

H-index: 7
Elizabeth Marie Ehlers

Elizabeth Marie Ehlers

University of Johannesburg

H-index: 4
Hairong Wang

Hairong Wang

University of the Witwatersrand

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