George Coghill

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George Coghill

Professor

 https://orcid.org/0000-0002-2047-8277
    • 698
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    20012024

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    • 2024

      Enhanced Affinity Propagation Clustering on Heterogeneous Information Network

      Rajan, D., Jiang, S. (Corresponding Author), Yi, D., Pang, W. & Coghill, G., 19 May 2024, Advances in Computational Intelligence Systems: Contributions Presented at the 21st UK Workshop on Computational Intelligence, September 7-9, 2022, Sheffield, UK. Panoutsos, G., Mahfouf, M. & Mihaylova, L. S. (eds.). Cham: Springer , p. 334-346 13 p. (Advances in Intelligent Systems and Computing; vol. 1454).

      Research output: Chapter in Book/Report/Conference proceeding › Published conference contribution

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    • 2023

      Multi-stage Bias Mitigation for Individual Fairness in Algorithmic Decisions

      Ghadage, A., Yi, D., Coghill, G. & Pang, W. (Corresponding Author), 2023, Artificial Neural Networks in Pattern Recognition: 10th IAPR TC3 Workshop, ANNPR 2022. El Gayar, N., Trentin, E., Ravanelli, M. & Abbas, H. (eds.). Cham, Switzerland: Springer Science and Business Media Deutschland GmbH, Vol. 13739. p. 40-52 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13739 LNAI).

      Research output: Chapter in Book/Report/Conference proceeding › Published conference contribution

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      3 Citations (Scopus)
      10 Downloads (Pure)
    • 2020

      Swarm Inspired Approaches for K-prototypes clustering

      Albalawi, H., Pang, W. & Coghill, G. M., 2020, Advances in Computational Intelligence Systems: Contributions Presented at the 19th UK Workshop on Computational Intelligence, September 4-6, 2019, Portsmouth, UK. Ju, Z., Yang, L., Yang, C., Gegov, A. & Zhou, D. (eds.). Cham: Springer , p. 201-209 9 p. (Advances in Intelligent Systems and Computing; vol. 1043).

      Research output: Chapter in Book/Report/Conference proceeding › Published conference contribution

    • 2019

      A Physarum-Inspired Competition Algorithm for Solving Discrete Multi-Objective Optimization Problems

      Awad, A., Usman, M., Lusseau, D., Coghill, G. M. & Pang, W., 13 Jul 2019, GECCO 2019 Companion - Proceedings of the 2019 Genetic and Evolutionary Computation Conference Companion. López-Ibáñez, M., Auger, A. & Stützle, T. (eds.). New York, USA: ACM, p. 195-196 2 p.

      Research output: Chapter in Book/Report/Conference proceeding › Published conference contribution

      3 Citations (Scopus)

    • Inferring Structure and Parameters of Dynamic Systems using Latin Hypercube Sampling Multi Dimensional Uniformity-Particle Swarm Optimization

      Usman, M., Awad, A., Pang, W. & Coghill, G. M., 13 Jul 2019, GECCO 2019 Companion - Proceedings of the 2019 Genetic and Evolutionary Computation Conference Companion. López-Ibáñez, M., Auger, A. & Stützle, T. (eds.). New York, USA: ACM, p. 101-102 2 p.

      Research output: Chapter in Book/Report/Conference proceeding › Published conference contribution

      1 Citation (Scopus)

    • A Hexagonal Cell Automaton Model to Imitate Physarum Polycephalum Competitive Behaviour

      Awad, A., Pang, W., Lusseau, D. & Coghill, G. M., Jul 2019, ALIFE 2019: The 2019 Conference on Artificial Life. Fellermann, H., Bacardit, J., Goñi-Moreno, Á. & Füchslin, R. M. (eds.). The MIT Press, p. 203-210 8 p. (Artificial Life Conference Proceedings; vol. 31).

      Research output: Chapter in Book/Report/Conference proceeding › Published conference contribution

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    • 2018

      Towards making NLG a voice for interpretable Machine Learning

      Forrest, J., Sripada, S., Pang, W. & Coghill, G., 30 Nov 2018, Proceedings of The 11th International Natural Language Generation Conference. Krahmer, E., Gatt, A. & Goudbeek, M. (eds.). Association for Computational Linguistics (ACL), p. 177-182 6 p. W18-6522

      Research output: Chapter in Book/Report/Conference proceeding › Published conference contribution

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      16 Citations (Scopus)
      18 Downloads (Pure)

    • Physarum Inspired Connectivity and Restoration for Wireless Sensor and Actor Networks

      Awad, A., Pang, W. & Coghill, G. M., 31 Oct 2018, Advances in Computational Intelligence Systems: Contributions Presented at the 18th UK Workshop on Computational Intelligence, September 5-7, 2018, Nottingham, UK. Lotfi, A., Bouchachia, H., Gegov, A., Langensiepen, C. & McGinnity, M. (eds.). Springer , p. 327-338 12 p. (Advances in Intelligent Systems and Computing (AISC); vol. 840).

      Research output: Chapter in Book/Report/Conference proceeding › Published conference contribution

      3 Citations (Scopus)

    • CLEMI-imputation evaluation

      Chapman, A., Pang, W. & Coghill, G., 20 Aug 2018, SACI 2018 - IEEE 12th International Symposium on Applied Computational Intelligence and Informatics, Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 373-378 6 p. 8440981

      Research output: Chapter in Book/Report/Conference proceeding › Published conference contribution

      1 Citation (Scopus)

    • ε-Distance Weighted Support Vector Regression

      Ou, G., Wang, Y., Huang, L., Pang, W. & Coghill, G. M., 22 Jul 2018, Advances in Knowledge Discovery and Data Mining: 22nd Pacific-Asia Conference, PAKDD 2018, Melbourne, VIC, Australia, June 3-6, 2018, Proceedings, Part I. Phung, D., Tseng, V. S., Webb, P. G. I., Ho, B., Ganji, M. & Rashidi, L. (eds.). Springer International Publishing, 17. (Lecture Notes in Artificial Intelligence).

      Research output: Chapter in Book/Report/Conference proceeding › Published conference contribution

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      2 Citations (Scopus)
      17 Downloads (Pure)

    • Towards a Robust Imputation Evaluation Framework

      Chapman, A., Pang, W. & Coghill, G., 24 Jun 2018, Proceedings of The Seventh International Conference on Intelligent Systems and Applications. Magalhães , G. M. & Gonçalves, A. (eds.). IARIA, p. 7-13 7 p. (INTELLI ).

      Research output: Chapter in Book/Report/Conference proceeding › Published conference contribution

      Open Access

    • A Conceptual Framework of Starlings Swarm Intelligence Intrusion Prevention for Software Defined Networks

      Karatu, M. T., Pang, W. & Coghill, G. M., 2018, ReaLX’18: Reasoning, Learning & Explainability in AI. Martin, K., Wiratunga, N. & Smith, L. S. (eds.). CEUR-WS, Vol. 2151. (CEUR Workshop Proceedings).

      Research output: Chapter in Book/Report/Conference proceeding › Published conference contribution

    • Non-constructive interval simulation of dynamic systems

      Pang, W., Bruce, A. M. & Coghill, G. M., 2018, Proceeding of the 31st International Workshop on Qualitative Reasoning (co-located at IJCAI'18). Falomir, Z., Coghill, G. M. & Pang, W. (eds.). p. 70-77 8 p.

      Research output: Chapter in Book/Report/Conference proceeding › Published conference contribution

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    • Physarum Inspired Model for Mobile Sensor Nodes Deployment in the Presence of Obstacles

      Awad, A., Pang, W. & Coghill, G., 2018, International Conference for Emerging Technologies in Computing iCETiC 2018. Miraz, M. H., Excell, P., Ware, A., Soomro, S. & Ali, M. (eds.). Springer , p. 153-160 8 p. (Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering (LNICST); vol. 200).

      Research output: Chapter in Book/Report/Conference proceeding › Published conference contribution

      2 Citations (Scopus)
    • 2017

      Large Margin Distribution Machine Recursive Feature Elimination

      Ou, G., Wang, Y., Pang, W. & Coghill, G. M., 2017, The 2017 4th International Conference on Systems and Informatics (ICSAI 2017) . IEEE Press, p. 1427-1432 6 p.

      Research output: Chapter in Book/Report/Conference proceeding › Published conference contribution

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      8 Citations (Scopus)
      35 Downloads (Pure)
    • 2016

      FdDCA: A Novel Fuzzy Deterministic Dendritic Cell Algorithm

      Mukhtar, N., Coghill, G. M. & Pang, W., 20 Jul 2016, GECCO '16 Companion Proceedings of the 2016 on Genetic and Evolutionary Computation Conference Companion. Friedrich, T., Neumann, F. & Sutton, A. M. (eds.). ACM, p. 1007-1010 4 p.

      Research output: Chapter in Book/Report/Conference proceeding › Published conference contribution

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      2 Citations (Scopus)
      21 Downloads (Pure)
    • 2015

      ADOVA: Anomaly Detection in Online and Virtual spAces

      Emele, C. D., Spakov, V., Pang, W., Bone, J. D. & Coghill, G. M., 4 May 2015, Proceedings of the 3rd International Workshop on Collaborative Online Organizations: co-located with the 14th International Conference on Autonomous Agents and Multi-Agent Systems (AAMAS 2015). Alqithami, S. & Hexmoor, H. (eds.). Istanbul, Turkey, Vol. May 4 2015. p. 38-41 4 p.

      Research output: Chapter in Book/Report/Conference proceeding › Published conference contribution

      Open Access
    • 2014

      An immune network approach to learning qualitative models of biological pathways

      Pang, W. & Coghill, G. M., 2014, 2014 IEEE Congress on Evolutionary Computation (IEEE CEC 2014). IEEE Press, p. 1030-1037 8 p.

      Research output: Chapter in Book/Report/Conference proceeding › Published conference contribution

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      2 Citations (Scopus)
      45 Downloads (Pure)

    • Fuzzy qualitative simulation with multivariate constraints

      Pang, W. & Coghill, G. M., 2014, 2014 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE 2014). IEEE Press, p. 575-582 7 p.

      Research output: Chapter in Book/Report/Conference proceeding › Published conference contribution

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      17 Downloads (Pure)
    • 2013

      Artificial chemistry approach to exploring search spaces using Artificial Reaction Network agents

      Gerrard, C. E., McCall, J., MacLeod, C. & Coghill, G. M., Jul 2013, 2013 IEEE Congress on Evolutionary Computation (CEC). IEEE Explore, p. 1201-1208 8 p. 6557702

      Research output: Chapter in Book/Report/Conference proceeding › Published conference contribution

      1 Citation (Scopus)

    • On Model-based Systems and Qualitative Reasoning with reference to the Philosophy of Information

      Coghill, G., 27 Mar 2013, 5th International Workshop on the Philosophy of Information. Floridi, L. (ed.). University of Hertfordshire, 4 p.

      Research output: Chapter in Book/Report/Conference proceeding › Published conference contribution

    • An Immune Network Approach to Qualitative System Identification of Biological Pathways

      Pang, W. & Coghill, G. M., 2013, 27th International Workshop on Qualitative Reasoning (QR 2013). Bhatt, M., Struss, P. & Freksa, C. (eds.). Bremen, Germany: Universität Bremen / Universität Freiburg, p. 77-84 8 p.

      Research output: Chapter in Book/Report/Conference proceeding › Published conference contribution

    • Combining biochemical network motifs within an ARN-agent control system

      Gerrard, C. E., McCall, J., Macleod, C. & Coghill, G. M., 2013, 2013 13th UK Workshop on Computational Intelligence (UKCI). Jin, Y. & Thomas, S. A. (eds.). Institute of Electrical and Electronics Engineers (IEEE), p. 8-15 8 p. 6651281

      Research output: Chapter in Book/Report/Conference proceeding › Published conference contribution

    • Stepwise modelling of biochemical pathways based on qualitative model learning

      Wu, Z., Pang, W. & Coghill, G. M., 2013, Proceeding of the 13th UK Workshop on Computational Intelligence. Computational Intelligence (UKCI 2013). Jin, Y. & Thomas , S. A. (eds.). IEEE Explore, p. 31-37 7 p.

      Research output: Chapter in Book/Report/Conference proceeding › Published conference contribution

      1 Citation (Scopus)
    • 2012

      Integrating natural language generation and model-based reasoning for explanation generation

      Matheson, D., Coghill, G. M. & Sripada, S., 5 Dec 2012, 2012 12th UK Workshop on Computational Intelligence, UKCI 2012. 7 p. 6335748

      Research output: Chapter in Book/Report/Conference proceeding › Published conference contribution

    • Adaptive dynamic control of quadrupedal robotic gaits with artificial reaction networks

      Gerrard, C. E., McCall, J., Coghill, G. M. & Macleod, C., 19 Nov 2012, Neural Information Processing - 19th International Conference, ICONIP 2012, Proceedings. PART 1 ed. p. 280-287 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7663 LNCS, no. PART 1).

      Research output: Chapter in Book/Report/Conference proceeding › Published conference contribution

      4 Citations (Scopus)

    • Temporal patterns in artificial reaction networks

      Gerrard, C., McCall, J., Coghill, G. M. & MacLeod, C., 25 Oct 2012, Artificial Neural Networks and Machine Learning, ICANN 2012 - 22nd International Conference on Artificial Neural Networks, Proceedings. PART 1 ed. p. 1-8 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7552 LNCS, no. PART 1).

      Research output: Chapter in Book/Report/Conference proceeding › Published conference contribution

      4 Citations (Scopus)

    • Extended Kernel Subsets Analysis for Qualitative Model Learning

      Pang, W. & Coghill, G. M., 2012, Proceeding of the 12th UK Workshop on Computational Intelligence. De Wilde, P., Coghill, G. M. & Kononova, A. V. (eds.). Edinburgh, UK: IEEE Explore, p. 1-7 7 p.

      Research output: Chapter in Book/Report/Conference proceeding › Published conference contribution

    • 2011

      A fast opt-AINet approach to qualitative model learning with a modified mutation operator.

      Pang, W. & Coghill, G. M., Sept 2011, Proceedings of the 11th UK Workshop on Computational Intelligence (UKCI). University of Manchester: University of Manchester, p. 43-48 6 p.

      Research output: Chapter in Book/Report/Conference proceeding › Published conference contribution

      Open Access

    • Artificial reaction networks

      Gerrard, C., McCall, J., Coghill, G. M. & Macleod, C., Sept 2011, Proceedings of the 11th UK Workshop on Computational Intelligence (UKCI 2011). Manchester, UK: University of Manchester, p. 20-25 6 p.

      Research output: Chapter in Book/Report/Conference proceeding › Published conference contribution

      Open Access
      6 Citations (Scopus)

    • Diagnosis via qualitative parameter estimation

      Coghill, G. M. & Al-Ballaa, H., Sept 2011, Proceedings of the 11th UK Workshop on Computational Intelligence (UKCI). Manchester: University of Manchester, p. 80-86 7 p.

      Research output: Chapter in Book/Report/Conference proceeding › Published conference contribution

    • 2010

      Learning Qualitative Metabolic Models Using Evolutionary Methods

      Pang, W. & Coghill, G. M., 2010, 2010 Fifth International Conference on Frontier of Computer Science and Technology. Changchun, Jilin Province : IEEE Computer Society, p. 436-441 6 p.

      Research output: Chapter in Book/Report/Conference proceeding › Published conference contribution

      3 Citations (Scopus)

    • Moving from data to text using causal statements in explanatory narratives

      Matheson, D. E., Sripada, G. S. & Coghill, G. M., 2010, Proceedings of the 10th UK Workshop on Computational Intelligence (UKCI). IEEE Explore, 6 p. (UK Workshop on Computational Intelligence (UKCI)).

      Research output: Chapter in Book/Report/Conference proceeding › Published conference contribution

      2 Citations (Scopus)

    • QML-AiNet: An Immune-inspired Network Approach to Qualitative Model Learning

      Pang, W. & Coghill, G. M., 2010, proc. of 8th International Conference on Artificial Immune Systems (ICARIS 2010). Hart, E., McEwan, C., Timmis, J. & Hone, A. (eds.). Berlin Heidelberg: Springer Verlag, p. 223-236 14 p. (Lecture Notes in Computer Science; vol. 6209).

      Research output: Chapter in Book/Report/Conference proceeding › Published conference contribution

      7 Citations (Scopus)
    • 2009

      An Immune-Inspired Approach to Qualitative System Identification of the Detoxification Pathway of Methylglyoxal

      Pang, W. & Coghill, G. M., 28 Jul 2009, Lecture Notes in Computer Science. Springer , Vol. 5666. p. 151-164 14 p. (Lecture Notes in Computer Science; vol. 5666).

      Research output: Chapter in Book/Report/Conference proceeding › Published conference contribution

      1 Citation (Scopus)
    • 2008

      Learning qualitative models of the detoxification pathway of methylglyoxal

      Pang, W. & Coghill, G. M., 2008, the 8th annual UK Workshop on Computational Intelligence. De Montford University, UK, p. CD

      Research output: Chapter in Book/Report/Conference proceeding › Published conference contribution

    • 2007

      Geometrical representation of quantity space and its application to robot motion description

      Liu, H., Brown, D. J. & Coghill, G. M., 1 Dec 2007, Knowledge-Based Intelligent Information and Engineering Systems: KES 2007 - WIRN 2007 - 11th International Conference, KES 2007, XVII Italian Workshop on Neural Networks, Proceedings. Appolloni, B., Howlett, R. J. & Jain, L. (eds.). PART 2 ed. Springer , p. 18-25 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4693 LNAI, no. PART 2).

      Research output: Chapter in Book/Report/Conference proceeding › Published conference contribution

    • Incremental fault isolation for dynamic processes

      Coghill, G. M. & Wu, G., 1 Dec 2007, Research and Development in Intelligent Systems XXIII : Proceedings of AI 2006, the 26th SGAI International Conference on Innovative Techniques and Applications of Artificial Intelligence. Coenen, F. (ed.). Springer , p. 333-345 13 p.

      Research output: Chapter in Book/Report/Conference proceeding › Published conference contribution

    • Fuzzy qualitative behaviour prioritisation

      Coghill, G. M., Jul 2007, Proceedings of the IEEE Conference on Fuzzy Systems (Fuzz-IEEE). Imperial College, London, p. 1-6 6 p.

      Research output: Chapter in Book/Report/Conference proceeding › Published conference contribution

      1 Citation (Scopus)

    • Advanced experiments for learning qualitative compartment models

      Pang, W. & Coghill, G. M., 2007, Proceeding of the 21st International Workshop on Qualitative Reasoning. Aberystwyth, UK, p. 109-117 9 p.

      Research output: Chapter in Book/Report/Conference proceeding › Published conference contribution

    • Modified clonal selection algorithm for learning qualitative compartmental models of metabolic systems

      Pang, W. & Coghill, G. M., 2007, Proceedings of the 2007 GECCO conference companion on Genetic and evolutionary computation. ACM Press, p. 2887-2894 8 p.

      Research output: Chapter in Book/Report/Conference proceeding › Published conference contribution

      12 Citations (Scopus)
    • 2006

      EQML- An Evolutionary Qualitative Model Learning Framework

      Pang, W. & Coghill, G. M., 2006, 2nd European Symposium on Nature-inspired Smart Information Systems. Puerto de la Cruz, Tenerife, Spain, p. 1-7 7 p.

      Research output: Chapter in Book/Report/Conference proceeding › Published conference contribution

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    • Evolutionary approaches for learning qualitative compartment metabolic models

      Pang, W. & Coghill, G. M., 2006, Proceeding of the 6th annual UK Workshop on Computational Intelligence. Leeds, UK, p. 11-16 6 p.

      Research output: Chapter in Book/Report/Conference proceeding › Published conference contribution

    • 2004

      Learning qualitative metabolic models

      Coghill, G. M., Garrett, S. M. & King, R. D., Nov 2004, ECAI 2004: 16th European Conference on Artificial Intelligence, Proceedings. Lopez de Mantaras, R. & Saitta, L. (eds.). Amsterdam, Netherlands: IOS Press, p. 445-449 5 p. (Frontiers in Artificial Intelligence and Applications; vol. 110).

      Research output: Chapter in Book/Report/Conference proceeding › Published conference contribution

      9 Citations (Scopus)