default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDKatherine M. Malan
Person information
- affiliation: University of South Africa, Department of Decision Sciences, Pretoria, South Africa
- affiliation (PhD 2014): University of Pretoria, Department of Computer Science, South Africa
- affiliation: University of Cape Town, Rondebosch, South Africa
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
2020 – today
- 2024
[c37]Johannes J. Pienaar, Anna S. Bosman
, Katherine M. Malan:
Hilbert Curves for Efficient Exploratory Landscape Analysis Neighbourhood Sampling. EvoApplications@EvoStar 2024: 293-309- [c36]Gabriela Ochoa, Katherine M. Malan:
Landscape Analysis of Optimisation Problems and Algorithms. GECCO Companion 2024: 984-1004 - [i6]Johannes J. Pienaar, Anna S. Bosman, Katherine M. Malan:
Hilbert curves for efficient exploratory landscape analysis neighbourhood sampling. CoRR abs/2408.00526 (2024) - 2023
- [j16]Katherine Mary Malan:
Editorial: Research beyond our borders. South Afr. Comput. J. 35(1) (2023) - [j15]Katherine M. Malan:
Editorial: A new era for SACJ. South Afr. Comput. J. 35(2) (2023) - [c35]Katherine M. Malan, Gabriela Ochoa:
Landscape Analysis of Optimization Problems and Algorithms. GECCO Companion 2023: 1416-1432 - [c34]Isobel Bosman, Anna Sergeevna Bosman, Katherine Mary Malan:
Quantifying and Visualizing the Sharpness of Attraction Basins in Neural Network Error Landscapes. GECCO Companion 2023: 2038-2046 - [c33]Arnaud Liefooghe, Katherine Mary Malan:
Adaptive Landscape-aware Constraint Handling with Application to Binary Knapsack Problem. GECCO Companion 2023: 2064-2071 - [i5]Diederick Vermetten, Martin S. Krejca, Marius Lindauer, Manuel López-Ibáñez, Katherine M. Malan:
Synergizing Theory and Practice of Automated Algorithm Design for Optimization (Dagstuhl Seminar 23332). Dagstuhl Reports 13(8): 46-70 (2023) - 2022
- [j14]Nuno M. Rodrigues, Katherine M. Malan, Gabriela Ochoa, Leonardo Vanneschi, Sara Silva:
Fitness landscape analysis of convolutional neural network architectures for image classification. Inf. Sci. 609: 711-726 (2022) - [j13]Andries P. Engelbrecht, Phlippie Bosman, Katherine M. Malan:
The influence of fitness landscape characteristics on particle swarm optimisers. Nat. Comput. 21(2): 335-345 (2022) - [j12]Katherine Mary Malan:
SACJ 34(2) Editorial. South Afr. Comput. J. 34(2) (2022) - [c32]Katherine M. Malan, Christopher W. Cleghorn:
A Continuous Optimisation Benchmark Suite from Neural Network Regression. PPSN (1) 2022: 177-191 - [i4]Matthew C. Dickson, Anna S. Bosman, Katherine M. Malan:
Hybridised Loss Functions for Improved Neural Network Generalisation. CoRR abs/2204.12244 (2022) - 2021
- [j11]Katherine M. Malan:
A Survey of Advances in Landscape Analysis for Optimisation. Algorithms 14(2): 40 (2021) - [j10]Werner Mostert, Katherine M. Malan, Andries P. Engelbrecht:
A Feature Selection Algorithm Performance Metric for Comparative Analysis. Algorithms 14(3): 100 (2021) - [j9]Gabriela Ochoa, Katherine M. Malan, Christian Blum:
Search trajectory networks: A tool for analysing and visualising the behaviour of metaheuristics. Appl. Soft Comput. 109: 107492 (2021) - [c31]Katherine M. Malan, Gabriela Ochoa:
Recent advances in landscape analysis for optimisation and learning. GECCO Companion 2021: 899-917 - [c30]Jarrod Moses, Katherine M. Malan, Anna S. Bosman:
Analysing the loss landscape features of generative adversarial networks. GECCO Companion 2021: 1692-1699 - [i3]Katherine M. Malan, Christopher W. Cleghorn:
A Scalable Continuous Unbounded Optimisation Benchmark Suite from Neural Network Regression. CoRR abs/2109.05606 (2021) - 2020
- [j8]Wilson Tsakane Mongwe, Katherine M. Malan:
A Survey of Automated Financial Statement Fraud Detection with Relevance to the South African Context. South Afr. Comput. J. 32(1) (2020) - [j7]Belinda Stapelberg, Katherine Mary Malan:
A survey of benchmarks for reinforcement learning algorithms. South Afr. Comput. J. 32(2) (2020) - [c29]Gabriela Ochoa, Katherine M. Malan, Christian Blum:
Search Trajectory Networks of Population-Based Algorithms in Continuous Spaces. EvoApplications 2020: 70-85 - [c28]Wilson Tsakane Mongwe, Katherine M. Malan:
The Efficacy of Financial Ratios for Fraud Detection Using Self Organising Maps. SSCI 2020: 1100-1106 - [i2]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:
Benchmarking in Optimization: Best Practice and Open Issues. CoRR abs/2007.03488 (2020) - [i1]Belinda Stapelberg, Katherine M. Malan:
A survey of benchmarking frameworks for reinforcement learning. CoRR abs/2011.13577 (2020)
2010 – 2019
- 2019
- [j6]Katherine M. Malan, Irene Moser:
Constraint Handling Guided by Landscape Analysis in Combinatorial and Continuous Search Spaces. Evol. Comput. 27(2): 267-289 (2019) - [c27]Werner Mostert, Katherine M. Malan, Gabriela Ochoa, Andries P. Engelbrecht:
Insights into the Feature Selection Problem Using Local Optima Networks. EvoCOP 2019: 147-162 - [c26]Conrad Johann Swanepoel, Katherine M. Malan:
Towards a visual framework for the incorporation of knowledge in the phases of machine learning. FAIR 2019: 1-11 - [c25]Gabriela Ochoa, Katherine M. Malan:
Recent advances in fitness landscape analysis. GECCO (Companion) 2019: 1077-1094 - [c24]Jason Adair, Gabriela Ochoa, Katherine M. Malan:
Local optima networks for continuous fitness landscapes. GECCO (Companion) 2019: 1407-1414 - [c23]Belinda Stapelberg, Katherine M. Malan:
Global structure of policy search spaces for reinforcement learning. GECCO (Companion) 2019: 1773-1781 - 2018
- [j5]Katherine Mary Malan, Jan H. P. Eloff, Jhani A. De Bruin:
Semi-automated Usability Analysis through Eye Tracking. South Afr. Comput. J. 30(1) (2018) - [c22]Werner Mostert, Katherine M. Malan, Andries P. Engelbrecht:
Filter versus wrapper feature selection based on problem landscape features. GECCO (Companion) 2018: 1489-1496 - [c21]Odirile O. Moja, Katherine M. Malan:
Issues and a proposal for automated retirement portfolio risk matching in South Africa. ICTAS 2018: 1-6 - [c20]Katherine M. Malan:
Landscape-Aware Constraint Handling Applied to Differential Evolution. TPNC 2018: 176-187 - 2017
- [c19]Willem Abraham van Aardt, Anna Sergeevna Bosman, Katherine Mary Malan:
Characterising neutrality in neural network error landscapes. CEC 2017: 1374-1381 - [c18]Aldeida Aleti, Katherine M. Malan, Irene Moser:
Fitness landscape characterisation of optimisation problems: GECCO 2017 tutorial. GECCO (Companion) 2017: 435-449 - 2016
- [j4]Christina J. Kroeze, Katherine Mary Malan:
User Authentication based on Continuous Touch Biometrics. South Afr. Comput. J. 28(2) (2016) - [c17]Anna S. Rakitianskaia, Eduan Bekker, Katherine M. Malan, Andries P. Engelbrecht:
Analysis of error landscapes in multi-layered neural networks for classification. CEC 2016: 5270-5277 - 2015
- [c16]Katherine M. Malan, Johannes F. Oberholzer, Andries P. Engelbrecht:
Characterising constrained continuous optimisation problems. CEC 2015: 1351-1358 - [c15]Stuart G. Reid, Katherine M. Malan:
Constraint Handling Methods for Portfolio Optimization Using Particle Swarm Optimization. SSCI 2015: 1766-1773 - 2014
- [j3]Katherine M. Malan, Andries P. Engelbrecht:
Characterising the searchability of continuous optimisation problems for PSO. Swarm Intell. 8(4): 275-302 (2014) - [c14]Katherine M. Malan, Andries P. Engelbrecht:
A progressive random walk algorithm for sampling continuous fitness landscapes. IEEE Congress on Evolutionary Computation 2014: 2507-2514 - [c13]Stuart G. Reid, Katherine M. Malan, Andries P. Engelbrecht:
Carry trade portfolio optimization using particle swarm optimization. IEEE Congress on Evolutionary Computation 2014: 3051-3058 - [c12]Katherine M. Malan, Andries P. Engelbrecht:
Particle swarm optimisation failure prediction based on fitness landscape characteristics. SIS 2014: 149-157 - 2013
- [j2]Katherine M. Malan, Andries P. Engelbrecht:
A survey of techniques for characterising fitness landscapes and some possible ways forward. Inf. Sci. 241: 148-163 (2013) - [c11]Katherine M. Malan, Andries P. Engelbrecht:
Ruggedness, funnels and gradients in fitness landscapes and the effect on PSO performance. IEEE Congress on Evolutionary Computation 2013: 963-970 - [c10]Katherine M. Malan, Andries P. Engelbrecht:
Steep gradients as a predictor of PSO failure. GECCO (Companion) 2013: 9-10 - [c9]Wiehann Matthysen, Andries P. Engelbrecht, Katherine M. Malan:
Analysis of stagnation behavior of vector evaluated particle swarm optimization. SIS 2013: 155-163 - 2011
- [c8]Jason F. Nicholls, Katherine M. Malan, Andries P. Engelbrecht:
Comparison of trade decision strategies in an equity market GA trader. CIFEr 2011: 51-58
2000 – 2009
- 2009
- [c7]Marius Riekert, Katherine M. Malan, Andries P. Engelbrecht:
Adaptive Genetic Programming for dynamic classification problems. IEEE Congress on Evolutionary Computation 2009: 674-681 - [c6]Katherine M. Malan, Andries P. Engelbrecht:
Quantifying ruggedness of continuous landscapes using entropy. IEEE Congress on Evolutionary Computation 2009: 1440-1447 - 2008
- [c5]Katherine M. Malan, Andries P. Engelbrecht:
Algorithm comparisons and the significance of population size. IEEE Congress on Evolutionary Computation 2008: 914-920 - 2006
- [j1]Katherine M. Malan, Gary Marsden:
Extending dynamic queries to handle uncertain data. South Afr. Comput. J. 37: 61-74 (2006) - 2004
- [c4]Katherine M. Malan, Ken Halland:
Examples that can do harm in learning programming. OOPSLA Companion 2004: 83-87 - 2003
- [c3]Zayd Hendricks, Jakkaphan Tangkuampien, Katherine M. Malan:
Virtual galleries: is 3D better? Afrigraph 2003: 17-24 - 2002
- [c2]Gary Marsden, Katherine M. Malan, Edwin H. Blake:
Using digital technology to access and store African art. CHI Extended Abstracts 2002: 528-529 - 2001
- [c1]Katherine M. Malan, Gary Marsden, Edwin H. Blake:
Visual query tools for uncertain spatio-temporal data. ACM Multimedia 2001: 522-524
Coauthor Index
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from 
to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the 
of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from 
, 
, and 
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from 
.
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2025-03-04 21:26 CET by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
