Elizabeth Ehlers

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Prof Elizabeth Ehlers

Calculated based on number of publications stored in Pure and citations from Scopus
1987 …2024

Research activity per year

  • 37 Conference contribution
  • 19 Article
  • 2 Conference article
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Conference contribution

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  • 2024

    From Concept to Prototype: Developing and Testing GAAINet for Industrial IoT Intrusion Detection

    Sithungu, S. P. & Ehlers, E. M., 2024, Intelligent Information Processing XII - 13th IFIP TC 12 International Conference, IIP 2024, Proceedings. Shi, Z., Torresen, J. & Yang, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 453-468 16 p. (IFIP Advances in Information and Communication Technology; vol. 703 IFIPAICT).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    2 Citations (Scopus)

  • Training Artificial Immune Networks as Standalone Generative Models for Realistic Data Synthesis

    Sithungu, S. P. & Ehlers, E. M., 2024, Intelligent Information Processing XII - 13th IFIP TC 12 International Conference, IIP 2024, Proceedings. Shi, Z., Torresen, J. & Yang, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 275-288 14 p. (IFIP Advances in Information and Communication Technology; vol. 703 IFIPAICT).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • 2023

    SupervisedImmuneNet: Training Artificial Immune Networks using a Supervised Learning Approach for Improved Multi-Class Classification

    Sithungu, S. P. & Ehlers, E. M., 25 Nov 2023, CIIS 2023 - 2023 The 6th International Conference on Computational Intelligence and Intelligent Systems. Association for Computing Machinery, p. 118-123 6 p. (ACM International Conference Proceeding Series).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
  • 2022

    A Gene Expression Programming Inspired Evolution Symbiont Agent for Real-Time Strategy Generation

    Sithungu, S. P. & Ehlers, E. M., 4 Nov 2022, CIIS 2022 - 2022 5th International Conference on Computational Intelligence and Intelligent Systems. Association for Computing Machinery, p. 47-53 7 p. (ACM International Conference Proceeding Series).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    2 Citations (Scopus)

  • Jaccard Index in Ensemble Image Segmentation: An Approach

    Ogwok, D. & Ehlers, E. M., 4 Nov 2022, CIIS 2022 - 2022 5th International Conference on Computational Intelligence and Intelligent Systems. Association for Computing Machinery, p. 9-14 6 p. (ACM International Conference Proceeding Series).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    11 Citations (Scopus)

  • Pre-loaded Deep-Q Learning

    Falck, T. & Ehlers, E., 2022, Intelligent Information Processing XI - 12th IFIP TC 12 International Conference, IIP 2022, Proceedings. Shi, Z., Zucker, J.-D. & An, B. (eds.). Springer Science and Business Media Deutschland GmbH, p. 159-172 14 p. (IFIP Advances in Information and Communication Technology; vol. 643 IFIP).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Route Optimization for Sailing Vessels using Artificial Intelligence Techniques

    Anderson, J. M., Sithungu, S. P. & Ehlers, E. M., 4 Nov 2022, CIIS 2022 - 2022 5th International Conference on Computational Intelligence and Intelligent Systems. Association for Computing Machinery, p. 60-66 7 p. (ACM International Conference Proceeding Series).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Citation (Scopus)
  • 2021

    Application of Agents to the Recognition of Mathematical Expressions from Noisy Images

    Ogwok, D. & Ehlers, E. M., 20 Nov 2021, CIIS 2021 - 2021 4th International Conference on Computational Intelligence and Intelligent Systems. Association for Computing Machinery, p. 7-12 6 p. (ACM International Conference Proceeding Series).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Proposed Face Recognition System Based on Immune Inspired Anomaly Detection Using Symbiotic Agents

    Spijkerman, R. & Ehlers, E., 20 Nov 2021, CIIS 2021 - 2021 4th International Conference on Computational Intelligence and Intelligent Systems. Association for Computing Machinery, p. 19-24 6 p. (ACM International Conference Proceeding Series).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • 2020

    Adaptive Game AI-Based Dynamic Difficulty Scaling via the Symbiotic Game Agent

    Sithungu, S. P. & Ehlers, E. M., 2020, Intelligent Information Processing X - 11th IFIP TC 12 International Conference, IIP 2020, Proceedings. Shi, Z., Vadera, S. & Chang, E. (eds.). Springer, p. 107-117 11 p. (IFIP Advances in Information and Communication Technology; vol. 581 AICT).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    3 Citations (Scopus)
  • 2019

    SA-EF Cube: An Evaluation Framework for Assessing Intelligent Context-Aware Critical Information Infrastructure Protection Solutions

    van Niekerk, J. H. & Ehlers, E. M., 2019, Information Security - 17th International Conference, ISSA 2018, Revised Selected Papers. Eloff, M., Coetzee, M., Venter, H., Eloff, J. & Loock, M. (eds.). Springer Verlag, p. 115-132 18 p. (Communications in Computer and Information Science; vol. 973).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Using Genetic Programming and Decision Trees for Team Evolution

    Sithungu, S. P., Coulter, D. A. & Ehlers, E. M., 23 Nov 2019, Proceedings of the 2019 2nd International Conference on Computational Intelligence and Intelligent Systems, CIIS 2019. Association for Computing Machinery, p. 28-39 12 p. (ACM International Conference Proceeding Series).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Citation (Scopus)
  • 2018

    A multi-agent framework that facilitates decoupled agent functioning

    Russell, D. J. & Ehlers, E. M., 2018, Intelligent Information Processing IX - 10th IFIP TC 12 International Conference, IIP 2018, Proceedings. Li, J., Mercier-Laurent, E. & Shi, Z. (eds.). Springer New York LLC, p. 109-119 11 p. (IFIP Advances in Information and Communication Technology; vol. 538).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Smart grid critical information infrasructure protection through multi-agency

    Menete, S., Mavee, A., Ehlers, E. M. & Leung, W. S., 8 Jan 2018, Proceedings of Computing Conference 2017. Institute of Electrical and Electronics Engineers Inc., p. 461-468 8 p. (Proceedings of Computing Conference 2017; vol. 2018-January).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    2 Citations (Scopus)
  • 2016

    Para-antibodies: An immunological model for clonal expansion based on bacteriophages and plasmids

    Heydenrych, M. & Ehlers, E. M., 2016, Advances in Nature and Biologically Inspired Computing - Proceedings of the 7th World Congress on Nature and Biologically Inspired Computing, NaBIC 2015. Pillay, N., Snášel, V., Muda, A. K., Abraham, A., du Plessis, M. C. & Engelbrecht, A. P. (eds.). Springer Verlag, p. 179-188 10 p. (Advances in Intelligent Systems and Computing; vol. 419).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • 2012

    A multi-agent immunologically-inspired model for critical information infrastructure protection - An immunologically-inspired conceptual model for security on the power grid

    Mavee, S. M. A. & Ehlers, E. M., 2012, Proc. of the 11th IEEE Int. Conference on Trust, Security and Privacy in Computing and Communications, TrustCom-2012 - 11th IEEE Int. Conference on Ubiquitous Computing and Communications, IUCC-2012. p. 1089-1096 8 p. 6296096. (Proc. of the 11th IEEE Int. Conference on Trust, Security and Privacy in Computing and Communications, TrustCom-2012 - 11th IEEE Int. Conference on Ubiquitous Computing and Communications, IUCC-2012).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    8 Citations (Scopus)

  • Inflammation security: A decentralised immune model for resource distribution in networks

    Heydenrych, M. & Ehlers, E., 2012, Proc. of the 11th IEEE Int. Conference on Trust, Security and Privacy in Computing and Communications, TrustCom-2012 - 11th IEEE Int. Conference on Ubiquitous Computing and Communications, IUCC-2012. p. 1049-1056 8 p. 6296090. (Proc. of the 11th IEEE Int. Conference on Trust, Security and Privacy in Computing and Communications, TrustCom-2012 - 11th IEEE Int. Conference on Ubiquitous Computing and Communications, IUCC-2012).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Towards distributing agent intelligence: Using decentralized software services for the creation of complex problem modelling

    Balsdon, Q. J. & Ehlers, E. M., 2012, Principles and Practice of Multi-Agent Systems - 13th International Conference, PRIMA 2010, Revised Selected Papers. p. 340-354 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7057 LNAI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Citation (Scopus)
  • 2011

    A charged PSO inspired method for generating immune detectors for network intrusion detection

    Heydenrych, M. & Ehlers, E. M., 2011, Proc. 10th IEEE Int. Conf. on Trust, Security and Privacy in Computing and Communications, TrustCom 2011, 8th IEEE Int. Conf. on Embedded Software and Systems, ICESS 2011, 6th Int. Conf. FCST 2011. p. 134-141 8 p. 6120812. (Proc. 10th IEEE Int. Conf. on Trust, Security and Privacy in Computing and Communications, TrustCom 2011, 8th IEEE Int. Conf. on Embedded Software and Systems, ICESS 2011, 6th Int. Conf. on FCST 2011).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Citation (Scopus)

  • Biologically inspired obsolescence management in mobile agent systems: A dynamic, service oriented approach

    Coulter, D. A. & Ehlers, E., 2011, 2011 IEEE Congress of Evolutionary Computation, CEC 2011. p. 2063-2070 8 p. 5949869. (2011 IEEE Congress of Evolutionary Computation, CEC 2011).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Reducing the environmental impact of new construction projects through general purpose building design and multi-agent crowd simulation

    Ekron, K., Bijker, J. & Ehlers, E., 2011, Agents in Principle, Agents in Practice - 14th International Conference, PRIMA 2011, Proceedings. p. 460-471 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7047 LNAI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Citation (Scopus)
  • 2010

    Cellular automata and immunity amplified stochastic diffusion search

    Coulter, D. & Ehlers, E., 2010, Advances in Practical Multi-Agent Systems. Bai, Q. (ed.). p. 21-32 12 p. (Studies in Computational Intelligence; vol. 325).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Citation (Scopus)

  • Cloud computing for synergised emotional model evolution in multi-agent learning systems

    Barnett, T. D. & Ehlers, E. M., 2010, Proceedings of the 8th International Symposium on Tools and Methods of Competitive Engineering, TMCE 2010. p. 841-854 14 p. (Proceedings of the 8th International Symposium on Tools and Methods of Competitive Engineering, TMCE 2010; vol. 2).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Collaboration coordination via cellular automata

    Coulter, D. A. & Ehlers, E. M., 2010, Proceedings of the 8th International Symposium on Tools and Methods of Competitive Engineering, TMCE 2010. p. 867-878 12 p. (Proceedings of the 8th International Symposium on Tools and Methods of Competitive Engineering, TMCE 2010; vol. 2).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Citation (Scopus)

  • Fraud detection in virtual worlds

    Leung, W. S. & Ehlers, E., 2010, Proceedings of the 8th International Symposium on Tools and Methods of Competitive Engineering, TMCE 2010. p. 525-540 16 p. (Proceedings of the 8th International Symposium on Tools and Methods of Competitive Engineering, TMCE 2010; vol. 1).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • 2009

    A need for biologically inspired architectural description: The agent ontogenesis case

    Van Zyl, T. L. & Ehlers, E. M., 2009, Agent Computing and Multi-Agent Systems - 10th Pacific Rim International Conference on Multi-Agents, PRIMA 2007, Revised Papers. p. 146-157 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5044 LNAI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    3 Citations (Scopus)

  • A specialised architecture for embedding trust evaluation capabilities in intelligent mobile agents

    Pike, J. R., Ehlers, E. M. & Oosthuizen, O. L., 2009, Agent Computing and Multi-Agent Systems - 10th Pacific Rim International Conference on Multi-Agents, PRIMA 2007, Revised Papers. p. 404-409 6 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5044 LNAI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Citation (Scopus)

  • MAGEFRAME: A modular agent framework to support various communication schemas based on a self-embedding algorithm

    Balsdon, Q. J. & Ehlers, E. M., 2009, Agent Computing and Multi-Agent Systems - 10th Pacific Rim International Conference on Multi-Agents, PRIMA 2007, Revised Papers. p. 25-36 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5044 LNAI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Self-organising Sensor Web using cell-fate optimisation

    Van Zyl, T. L. & Ehlers, E. M., 2009, 2009 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2009 - Proceedings. p. V461-V464 5417632. (International Geoscience and Remote Sensing Symposium (IGARSS); vol. 5).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Towards a component-based architecture for teleagents

    Oosthuizen, O. L. & Ehlers, E. M., 2009, Multi-Agent Systems for Society - 8th Pacific Rim International Workshop on Multi-Agents, PRIMA 2005, Revised Selected Papers. p. 114-127 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4078 LNAI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • 2008

    Revenue maximising adaptive auctioneer agent

    Pike, J. C. & Ehlers, E. M., 2008, Intelligent Agents and Multi-Agent Systems - 11th Pacific Rim International Conference on Multi-Agents, PRIMA 2008, Proceedings. p. 340-347 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5357 LNAI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • The swarm effect minimization algorithm Utilized to optimise the frequency assignment problem

    O'Reilly, G. B. & Ehlers, E., 2008, ICEIS 2008 - Proceedings of the 10th International Conference on Enterprise Information Systems. p. 397-402 6 p. (ICEIS 2008 - Proceedings of the 10th International Conference on Enterprise Information Systems; vol. AIDSS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • 2006

    AgentAssembly: The agent framework platform

    Oosthuizen, O. L. & Ehlers, E. M., 2006, Agent Computing and Multi-Agent Systems: 9th Pacific Rim International Workshop on Multi-Agents, PRIMA 2006, Proceedings. Springer Verlag, p. 760-765 6 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4088 LNAI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Reusable component oriented agents: A new architecture

    Boshoff, W. H. & Ehlers, E. M., 2006, Agent Computing and Multi-Agent Systems: 9th Pacific Rim International Workshop on Multi-Agents, PRIMA 2006, Proceedings. Springer Verlag, p. 632-637 6 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4088 LNAI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Synthesizing stigmergy for multi agent systems

    O'Reilly, G. B. & Ehlers, E., 2006, Agent Computing and Multi-Agent Systems: 9th Pacific Rim International Workshop on Multi-Agents, PRIMA 2006, Proceedings. Springer Verlag, p. 34-45 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4088 LNAI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    6 Citations (Scopus)

  • Towards embedding evolution into a multi-agent environment

    Ferreira, C. S. & Ehlers, E. M., 2006, Agent Computing and Multi-Agent Systems: 9th Pacific Rim International Workshop on Multi-Agents, PRIMA 2006, Proceedings. Springer Verlag, p. 508-513 6 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4088 LNAI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • 2005

    A learning agent to assist in airline disruption management

    Langerman, J. J. & Ehlers, E. M., 2005, Proceedings - International Conference on Computational Intelligence for Modelling, Control and Automation, CIMCA 2005 and International Conference on Intelligent Agents, Web Technologies and Internet. p. 321-326 6 p. 1631286. (Proceedings - International Conference on Computational Intelligence for Modelling, Control and Automation, CIMCA 2005 and International Conference on Intelligent Agents, Web Technologies and Internet; vol. 1).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    5 Citations (Scopus)
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