Christopher W Cleghorn

Christopher W Cleghorn

University of the Witwatersrand

H-index: 13

Africa-South Africa

About Christopher W Cleghorn

Christopher W Cleghorn, With an exceptional h-index of 13 and a recent h-index of 12 (since 2020), a distinguished researcher at University of the Witwatersrand, specializes in the field of Swarm Intelligence, Machine Learning.

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

A homogeneity test for spatial line patterns

Llmatic: Neural architecture search via large language models and quality-diversity optimization

A Markov chain model for geographical accessibility

Training Feedforward Neural Networks with Bayesian Hyper-Heuristics

Augmentative topology agents for open-ended learning

Particle swarm optimization: stability analysis using n-informers under arbitrary coefficient distributions

Towards Objective Metrics for Procedurally Generated Video Game Levels

A Local Optima Network Analysis of the Feedforward Neural Architecture Space

Christopher W Cleghorn Information

University

Position

Associate Professor

Citations(all)

705

Citations(since 2020)

509

Cited By

398

hIndex(all)

13

hIndex(since 2020)

12

i10Index(all)

20

i10Index(since 2020)

19

Email

University Profile Page

University of the Witwatersrand

Google Scholar

View Google Scholar Profile

Christopher W Cleghorn Skills & Research Interests

Swarm Intelligence

Machine Learning

Top articles of Christopher W Cleghorn

Title

Journal

Author(s)

Publication Date

A homogeneity test for spatial line patterns

Science Talks

Renate Thiede

Inger Fabris-Rotelli

Pravesh Debba

Christopher W Cleghorn

2024/3/1

Llmatic: Neural architecture search via large language models and quality-diversity optimization

arXiv preprint arXiv:2306.01102

Muhammad U Nasir

Sam Earle

Julian Togelius

Steven James

Christopher Cleghorn

2023/6/1

A Markov chain model for geographical accessibility

Spatial Statistics

Renate N Thiede

Inger N Fabris-Rotelli

Pravesh Debba

Christopher W Cleghorn

2023/6/1

Training Feedforward Neural Networks with Bayesian Hyper-Heuristics

arXiv preprint arXiv:2303.16912

Arné Schreuder

Anna Bosman

Andries Engelbrecht

Christopher Cleghorn

2023/3/29

Augmentative topology agents for open-ended learning

Muhammad Nasir

Michael Beukman

Steven James

Christopher Cleghorn

2023/7/15

Particle swarm optimization: stability analysis using n-informers under arbitrary coefficient distributions

Swarm and Evolutionary Computation

Christopher W Cleghorn

Belinda Stapelberg

2022/6/1

Towards Objective Metrics for Procedurally Generated Video Game Levels

arXiv preprint arXiv:2201.10334

Michael Beukman

Steven James

Christopher Cleghorn

2022/1/25

A Local Optima Network Analysis of the Feedforward Neural Architecture Space

Isak Potgieter

Christopher W Cleghorn

Anna S Bosman

2022/7/18

A continuous optimisation benchmark suite from neural network regression

Katherine M Malan

Christopher W Cleghorn

2022/8/14

Procedural Content Generation using Neuroevolution and Novelty Search for Diverse Video Game Levels

Michael Beukman

Christopher W Cleghorn

Steven James

2022/7/8

Understanding parameter spaces using local optima networks: a case study on particle swarm optimization

Christopher W Cleghorn

Gabriela Ochoa

2021/7/7

Recent advances in particle swarm optimization analysis and understanding 2021

Andries P Engelbrecht

Christopher W Cleghorn

2021/7/7

Improving transformer model translation for low resource South African languages using BERT

Paddington Chiguvare

Christopher W Cleghorn

2021/12/5

Point Proposal Network: Accelerating Point Source Detection Through Deep Learning

Duncan Tilley

Christopher W Cleghorn

Kshitij Thorat

Roger Deane

2021/12/5

Performance analysis of dynamic optimization algorithms using relative error distance

Swarm and Evolutionary Computation

Stefan AG van der Stockt

Gary Pampara

Andries P Engelbrecht

Christopher W Cleghorn

2021/10/1

Topology-Linked Self-Adaptive Quantum Particle Swarm Optimization for Dynamic Environments

Rethabile Mabaso

Christopher W Cleghorn

2020/12/1

Heuristic space diversity measures for population-based hyper-heuristics

Stefan AG van der Stockt

Andries P Engelbrecht

Christopher W Cleghorn

2020/7/19

Movement patterns of a particle swarm in high dimensional spaces

Information Sciences

Elre T Oldewage

Andries P Engelbrecht

Christopher W Cleghorn

2020/2/1

See List of Professors in Christopher W Cleghorn University(University of the Witwatersrand)

Co-Authors

H-index: 77
Julian Togelius

Julian Togelius

New York University

H-index: 44
Gabriela Ochoa

Gabriela Ochoa

University of Stirling

H-index: 34
Roger Deane

Roger Deane

University of the Witwatersrand

H-index: 19
Kshitij Thorat

Kshitij Thorat

Rhodes University

H-index: 15
Anna Sergeevna Bosman

Anna Sergeevna Bosman

University of Pretoria

H-index: 10
Inger Fabris-Rotelli

Inger Fabris-Rotelli

University of Pretoria

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