Visual query tools for uncertain spatio-temporal data. - Katherine M. Malan; Gary Marsden; Edwin H. Blake (ACM Multimedia, 2001)

Using digital technology to access and store African art. - Gary Marsden; Katherine M. Malan; Edwin H. Blake (CHI Extended Abstracts, 2002)

Virtual galleries: is 3D better? - Zayd Hendricks; Jakkaphan Tangkuampien; Katherine M. Malan (Afrigraph, 2003)

Examples that can do harm in learning programming. - Katherine M. Malan; Ken Halland (OOPSLA Companion, 2004)

Extending dynamic queries to handle uncertain data. - Katherine M. Malan; Gary Marsden (South Afr. Comput. J., 2006)

Algorithm comparisons and the significance of population size. - Katherine M. Malan; Andries P. Engelbrecht (IEEE Congress on Evolutionary Computation, 2008)

Quantifying ruggedness of continuous landscapes using entropy. - Katherine M. Malan; Andries P. Engelbrecht (IEEE Congress on Evolutionary Computation, 2009)

Adaptive Genetic Programming for dynamic classification problems. - Marius Riekert; Katherine M. Malan; Andries P. Engelbrecht (IEEE Congress on Evolutionary Computation, 2009)

Comparison of trade decision strategies in an equity market GA trader. - Jason F. Nicholls; Katherine M. Malan; Andries P. Engelbrecht (CIFEr, 2011)

Ruggedness, funnels and gradients in fitness landscapes and the effect on PSO performance. - Katherine M. Malan; Andries P. Engelbrecht (IEEE Congress on Evolutionary Computation, 2013)

Steep gradients as a predictor of PSO failure. - Katherine M. Malan; Andries P. Engelbrecht (GECCO (Companion), 2013)

Analysis of stagnation behavior of vector evaluated particle swarm optimization. - Wiehann Matthysen; Andries P. Engelbrecht; Katherine M. Malan (SIS, 2013)

A survey of techniques for characterising fitness landscapes and some possible ways forward. - Katherine M. Malan; Andries P. Engelbrecht (Inf. Sci., 2013)

A progressive random walk algorithm for sampling continuous fitness landscapes. - Katherine M. Malan; Andries P. Engelbrecht (IEEE Congress on Evolutionary Computation, 2014)

Carry trade portfolio optimization using particle swarm optimization. - Stuart G. Reid; Katherine M. Malan; Andries P. Engelbrecht (IEEE Congress on Evolutionary Computation, 2014)

Particle swarm optimisation failure prediction based on fitness landscape characteristics. - Katherine M. Malan; Andries P. Engelbrecht (SIS, 2014)

Characterising the searchability of continuous optimisation problems for PSO. - Katherine M. Malan; Andries P. Engelbrecht (Swarm Intell., 2014)

Characterising constrained continuous optimisation problems. - Katherine M. Malan; Johannes F. Oberholzer; Andries P. Engelbrecht (CEC, 2015)

Constraint Handling Methods for Portfolio Optimization Using Particle Swarm Optimization. - Stuart G. Reid; Katherine M. Malan (SSCI, 2015)

Analysis of error landscapes in multi-layered neural networks for classification. - Anna S. Rakitianskaia; Eduan Bekker; Katherine M. Malan; Andries P. Engelbrecht (CEC, 2016)

User Authentication based on Continuous Touch Biometrics. - Christina J. Kroeze; Katherine Mary Malan (South Afr. Comput. J., 2016)

Characterising neutrality in neural network error landscapes. - Willem Abraham van Aardt; Anna Sergeevna Bosman; Katherine Mary Malan (CEC, 2017)

Fitness landscape characterisation of optimisation problems: GECCO 2017 tutorial. - Aldeida Aleti; Katherine M. Malan; Irene Moser (GECCO (Companion), 2017)

Filter versus wrapper feature selection based on problem landscape features. - Werner Mostert; Katherine M. Malan; Andries P. Engelbrecht (GECCO (Companion), 2018)

Issues and a proposal for automated retirement portfolio risk matching in South Africa. - Odirile O. Moja; Katherine M. Malan (ICTAS, 2018)

Landscape-Aware Constraint Handling Applied to Differential Evolution. - Katherine M. Malan (TPNC, 2018)

Semi-automated Usability Analysis through Eye Tracking. - Katherine Mary Malan; Jan H. P. Eloff; Jhani A. De Bruin (South Afr. Comput. J., 2018)

Insights into the Feature Selection Problem Using Local Optima Networks. - Werner Mostert; Katherine M. Malan; Gabriela Ochoa; Andries P. Engelbrecht (EvoCOP, 2019)

Towards a visual framework for the incorporation of knowledge in the phases of machine learning. - Conrad Johann Swanepoel; Katherine M. Malan (FAIR, 2019)

Local optima networks for continuous fitness landscapes. - Jason Adair; Gabriela Ochoa; Katherine M. Malan (GECCO (Companion), 2019)

Recent advances in fitness landscape analysis. - Gabriela Ochoa; Katherine M. Malan (GECCO (Companion), 2019)

Global structure of policy search spaces for reinforcement learning. - Belinda Stapelberg; Katherine M. Malan (GECCO (Companion), 2019)

Constraint Handling Guided by Landscape Analysis in Combinatorial and Continuous Search Spaces. - Katherine M. Malan; Irene Moser (Evol. Comput., 2019)

Search Trajectory Networks of Population-Based Algorithms in Continuous Spaces. - Gabriela Ochoa; Katherine M. Malan; Christian Blum 001 (EvoApplications, 2020)

The Efficacy of Financial Ratios for Fraud Detection Using Self Organising Maps. - Wilson Tsakane Mongwe; Katherine M. Malan (SSCI, 2020)

Benchmarking in Optimization: Best Practice and Open Issues. - Thomas Bartz-Beielstein; Carola Doerr; Jakob Bossek; Sowmya Chandrasekaran; Tome Eftimov; Andreas Fischbach; Pascal Kerschke; Manuel López-Ibáñez 001; Katherine M. Malan; Jason H. Moore; Boris Naujoks; Patryk Orzechowski; et al. (CoRR, 2020)

A survey of benchmarking frameworks for reinforcement learning. - Belinda Stapelberg; Katherine M. Malan (CoRR, 2020)

A Survey of Automated Financial Statement Fraud Detection with Relevance to the South African Context. - Wilson Tsakane Mongwe; Katherine M. Malan (South Afr. Comput. J., 2020)

A survey of benchmarks for reinforcement learning algorithms. - Belinda Stapelberg; Katherine Mary Malan (South Afr. Comput. J., 2020)

Recent advances in landscape analysis for optimisation and learning. - Katherine M. Malan; Gabriela Ochoa (GECCO Companion, 2021)

Analysing the loss landscape features of generative adversarial networks. - Jarrod Moses; Katherine M. Malan; Anna S. Bosman (GECCO Companion, 2021)

A Survey of Advances in Landscape Analysis for Optimisation. - Katherine M. Malan (Algorithms, 2021)

A Feature Selection Algorithm Performance Metric for Comparative Analysis. - Werner Mostert; Katherine M. Malan; Andries P. Engelbrecht (Algorithms, 2021)

Search trajectory networks: A tool for analysing and visualising the behaviour of metaheuristics. - Gabriela Ochoa; Katherine M. Malan; Christian Blum 001 (Appl. Soft Comput., 2021)

A Scalable Continuous Unbounded Optimisation Benchmark Suite from Neural Network Regression. - Katherine M. Malan; Christopher W. Cleghorn (CoRR, 2021)

A Continuous Optimisation Benchmark Suite from Neural Network Regression. - Katherine M. Malan; Christopher W. Cleghorn (PPSN (1), 2022)

Hybridised Loss Functions for Improved Neural Network Generalisation. - Matthew C. Dickson; Anna S. Bosman; Katherine M. Malan (CoRR, 2022)

Fitness landscape analysis of convolutional neural network architectures for image classification. - Nuno M. Rodrigues; Katherine M. Malan; Gabriela Ochoa; Leonardo Vanneschi; Sara Silva (Inf. Sci., 2022)

The influence of fitness landscape characteristics on particle swarm optimisers. - Andries P. Engelbrecht; Phlippie Bosman; Katherine M. Malan (Nat. Comput., 2022)

SACJ 34(2) Editorial. - Katherine Mary Malan (South Afr. Comput. J., 2022)

Quantifying and Visualizing the Sharpness of Attraction Basins in Neural Network Error Landscapes. - Isobel Bosman; Anna Sergeevna Bosman; Katherine Mary Malan (GECCO Companion, 2023)

Adaptive Landscape-aware Constraint Handling with Application to Binary Knapsack Problem. - Arnaud Liefooghe; Katherine Mary Malan (GECCO Companion, 2023)

Landscape Analysis of Optimization Problems and Algorithms. - Katherine M. Malan; Gabriela Ochoa (GECCO Companion, 2023)

Synergizing Theory and Practice of Automated Algorithm Design for Optimization (Dagstuhl Seminar 23332). - Diederick Vermetten; Martin S. Krejca; Marius Lindauer; Manuel López-Ibáñez 001; Katherine M. Malan (Dagstuhl Reports, 2023)

Editorial: Research beyond our borders. - Katherine Mary Malan (South Afr. Comput. J., 2023)

Editorial: A new era for SACJ. - Katherine M. Malan (South Afr. Comput. J., 2023)

Hilbert Curves for Efficient Exploratory Landscape Analysis Neighbourhood Sampling. - Johannes J. Pienaar; Anna S. Bosman; Katherine M. Malan (EvoApplications@EvoStar, 2024)

Landscape Analysis of Optimisation Problems and Algorithms. - Gabriela Ochoa; Katherine M. Malan (GECCO Companion, 2024)

Local Optima Networks for Constrained Search Spaces. - Jonathan E. Fieldsend; Arnaud Liefooghe; Katherine M. Malan; Sébastien Vérel (GECCO, 2025)

Why We Should be Benchmarking Evolutionary Algorithms on Neural Network Training Tasks. - Katherine Mary Malan; Mario Andrés Muñoz (GECCO, 2025)