Katherine M. Malan

54 papers A* 1A 1B 10Journal 18Unranked 24

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Regularisation in neural networks: a survey and empirical analysis of approaches. CoRR Christiaan P. Opperman, Anna S. Bosman, Katherine M. Malan
2025	A	`conf`	Local Optima Networks for Constrained Search Spaces. GECCO Jonathan E. Fieldsend, Arnaud Liefooghe, Katherine M. Malan, Sébastien Vérel
2025	—	`conf`	Visualising Adam Oscillations in Neural Network Loss Landscapes. GECCO Companion Henri van der Grijp, Anna S. Bosman, Katherine M. Malan
2024	—	`conf`	Hilbert Curves for Efficient Exploratory Landscape Analysis Neighbourhood Sampling. EvoApplications@EvoStar Johannes J. Pienaar, Anna S. Bosman, Katherine M. Malan
2024	J	`jnl`	Hilbert curves for efficient exploratory landscape analysis neighbourhood sampling. CoRR Johannes J. Pienaar, Anna S. Bosman, Katherine M. Malan
2024	—	`conf`	Landscape Analysis of Optimisation Problems and Algorithms. GECCO Companion Gabriela Ochoa, Katherine M. Malan
2023	J	`jnl`	Editorial: A new era for SACJ. South Afr. Comput. J. Katherine M. Malan
2023	—	`conf`	Landscape Analysis of Optimization Problems and Algorithms. GECCO Companion Katherine M. Malan, Gabriela Ochoa
2023	J	`jnl`	Synergizing Theory and Practice of Automated Algorithm Design for Optimization (Dagstuhl Seminar 23332). Dagstuhl Reports Diederick Vermetten, Martin S. Krejca, Marius Lindauer, Manuel López-Ibáñez, Katherine M. Malan
2022	—	`conf`	A Continuous Optimisation Benchmark Suite from Neural Network Regression. PPSN (1) Katherine M. Malan, Christopher W. Cleghorn
2022	J	`jnl`	Fitness landscape analysis of convolutional neural network architectures for image classification. Inf. Sci. Nuno M. Rodrigues, Katherine M. Malan, Gabriela Ochoa, Leonardo Vanneschi, Sara Silva
2022	J	`jnl`	Hybridised Loss Functions for Improved Neural Network Generalisation. CoRR Matthew C. Dickson, Anna S. Bosman, Katherine M. Malan
2022	J	`jnl`	The influence of fitness landscape characteristics on particle swarm optimisers. Nat. Comput. Andries P. Engelbrecht, Phlippie Bosman, Katherine M. Malan
2021	J	`jnl`	A Feature Selection Algorithm Performance Metric for Comparative Analysis. Algorithms Werner Mostert, Katherine M. Malan, Andries P. Engelbrecht
2021	J	`jnl`	A Scalable Continuous Unbounded Optimisation Benchmark Suite from Neural Network Regression. CoRR Katherine M. Malan, Christopher W. Cleghorn
2021	J	`jnl`	A Survey of Advances in Landscape Analysis for Optimisation. Algorithms Katherine M. Malan
2021	—	`conf`	Analysing the loss landscape features of generative adversarial networks. GECCO Companion Jarrod Moses, Katherine M. Malan, Anna S. Bosman
2021	—	`conf`	Recent advances in landscape analysis for optimisation and learning. GECCO Companion Katherine M. Malan, Gabriela Ochoa
2021	J	`jnl`	Search trajectory networks: A tool for analysing and visualising the behaviour of metaheuristics. Appl. Soft Comput. Gabriela Ochoa, Katherine M. Malan, Christian Blum
2020	J	`jnl`	A Survey of Automated Financial Statement Fraud Detection with Relevance to the South African Context. South Afr. Comput. J. Wilson Tsakane Mongwe, Katherine M. Malan
2020	J	`jnl`	A survey of benchmarking frameworks for reinforcement learning. CoRR Belinda Stapelberg, Katherine M. Malan
2020	J	`jnl`	Benchmarking in Optimization: Best Practice and Open Issues. CoRR Thomas Bartz-Beielstein, Carola Doerr, Jakob Bossek, Sowmya Chandrasekaran, Tome Eftimov, Andreas Fischbach, Pascal Kerschke, Manuel López-Ibáñez, Katherine M. Malan, Jason H. Moore, Boris Naujoks, Patryk Orzechowski, Vanessa Volz, Markus Wagner, Thomas Weise
2020	B	`conf`	Search Trajectory Networks of Population-Based Algorithms in Continuous Spaces. EvoApplications Gabriela Ochoa, Katherine M. Malan, Christian Blum
2020	—	`conf`	The Efficacy of Financial Ratios for Fraud Detection Using Self Organising Maps. SSCI Wilson Tsakane Mongwe, Katherine M. Malan
2019	J	`jnl`	Constraint Handling Guided by Landscape Analysis in Combinatorial and Continuous Search Spaces. Evol. Comput. Katherine M. Malan, Irene Moser
2019	—	`conf`	Global structure of policy search spaces for reinforcement learning. GECCO (Companion) Belinda Stapelberg, Katherine M. Malan
2019	B	`conf`	Insights into the Feature Selection Problem Using Local Optima Networks. EvoCOP Werner Mostert, Katherine M. Malan, Gabriela Ochoa, Andries P. Engelbrecht
2019	—	`conf`	Local optima networks for continuous fitness landscapes. GECCO (Companion) Jason Adair, Gabriela Ochoa, Katherine M. Malan
2019	—	`conf`	Recent advances in fitness landscape analysis. GECCO (Companion) Gabriela Ochoa, Katherine M. Malan
2019	—	`conf`	Towards a visual framework for the incorporation of knowledge in the phases of machine learning. FAIR Conrad Johann Swanepoel, Katherine M. Malan
2018	—	`conf`	Filter versus wrapper feature selection based on problem landscape features. GECCO (Companion) Werner Mostert, Katherine M. Malan, Andries P. Engelbrecht
2018	—	`conf`	Issues and a proposal for automated retirement portfolio risk matching in South Africa. ICTAS Odirile O. Moja, Katherine M. Malan
2018	—	`conf`	Landscape-Aware Constraint Handling Applied to Differential Evolution. TPNC Katherine M. Malan
2017	—	`conf`	Fitness landscape characterisation of optimisation problems: GECCO 2017 tutorial. GECCO (Companion) Aldeida Aleti, Katherine M. Malan, Irene Moser
2016	B	`conf`	Analysis of error landscapes in multi-layered neural networks for classification. CEC Anna S. Rakitianskaia, Eduan Bekker, Katherine M. Malan, Andries P. Engelbrecht
2015	B	`conf`	Characterising constrained continuous optimisation problems. CEC Katherine M. Malan, Johannes F. Oberholzer, Andries P. Engelbrecht
2015	—	`conf`	Constraint Handling Methods for Portfolio Optimization Using Particle Swarm Optimization. SSCI Stuart G. Reid, Katherine M. Malan
2014	B	`conf`	A progressive random walk algorithm for sampling continuous fitness landscapes. IEEE Congress on Evolutionary Computation Katherine M. Malan, Andries P. Engelbrecht
2014	B	`conf`	Carry trade portfolio optimization using particle swarm optimization. IEEE Congress on Evolutionary Computation Stuart G. Reid, Katherine M. Malan, Andries P. Engelbrecht
2014	J	`jnl`	Characterising the searchability of continuous optimisation problems for PSO. Swarm Intell. Katherine M. Malan, Andries P. Engelbrecht
2014	—	`conf`	Particle swarm optimisation failure prediction based on fitness landscape characteristics. SIS Katherine M. Malan, Andries P. Engelbrecht
2013	J	`jnl`	A survey of techniques for characterising fitness landscapes and some possible ways forward. Inf. Sci. Katherine M. Malan, Andries P. Engelbrecht
2013	—	`conf`	Analysis of stagnation behavior of vector evaluated particle swarm optimization. SIS Wiehann Matthysen, Andries P. Engelbrecht, Katherine M. Malan
2013	B	`conf`	Ruggedness, funnels and gradients in fitness landscapes and the effect on PSO performance. IEEE Congress on Evolutionary Computation Katherine M. Malan, Andries P. Engelbrecht
2013	—	`conf`	Steep gradients as a predictor of PSO failure. GECCO (Companion) Katherine M. Malan, Andries P. Engelbrecht
2011	—	`conf`	Comparison of trade decision strategies in an equity market GA trader. CIFEr Jason F. Nicholls, Katherine M. Malan, Andries P. Engelbrecht
2009	B	`conf`	Adaptive Genetic Programming for dynamic classification problems. IEEE Congress on Evolutionary Computation Marius Riekert, Katherine M. Malan, Andries P. Engelbrecht
2009	B	`conf`	Quantifying ruggedness of continuous landscapes using entropy. IEEE Congress on Evolutionary Computation Katherine M. Malan, Andries P. Engelbrecht
2008	B	`conf`	Algorithm comparisons and the significance of population size. IEEE Congress on Evolutionary Computation Katherine M. Malan, Andries P. Engelbrecht
2006	J	`jnl`	Extending dynamic queries to handle uncertain data. South Afr. Comput. J. Katherine M. Malan, Gary Marsden
2004	—	`conf`	Examples that can do harm in learning programming. OOPSLA Companion Katherine M. Malan, Ken Halland
2003	—	`conf`	Virtual galleries: is 3D better? Afrigraph Zayd Hendricks, Jakkaphan Tangkuampien, Katherine M. Malan
2002	—	`conf`	Using digital technology to access and store African art. CHI Extended Abstracts Gary Marsden, Katherine M. Malan, Edwin H. Blake
2001	A*	`conf`	Visual query tools for uncertain spatio-temporal data. ACM Multimedia Katherine M. Malan, Gary Marsden, Edwin H. Blake