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Research Output

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 proceedingConference contribution

2019

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 proceedingConference contribution

Open Access
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7 Downloads (Pure)

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 proceedingConference contribution

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 proceedingConference contribution

Open Access
File
3 Citations (Scopus)
1 Downloads (Pure)
2018

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 proceedingConference contribution

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 proceedingConference 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 proceedingConference contribution

Open Access
File
14 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 proceedingConference contribution

1 Citation (Scopus)

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 proceedingConference contribution

1 Citation (Scopus)

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 proceedingConference contribution

Open Access

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 proceedingConference contribution

Open Access
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9 Downloads (Pure)

Using social media to quantify spatial and temporal dynamics of nature-based recreational activities

Mancini, F., Coghill, G. M. & Lusseau, D., 16 Jul 2018, In : PloS ONE. 13, 7, e0200565.

Research output: Contribution to journalArticle

Open Access
File
14 Citations (Scopus)
9 Downloads (Pure)

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 proceedingConference contribution

Open Access
File
1 Citation (Scopus)
1 Downloads (Pure)
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 proceedingConference contribution

Open Access
File
14 Downloads (Pure)

Using qualitative models to define sustainable management for the commons in data poor conditions

Mancini, F., Coghill, G. M. & Lusseau, D., Jan 2017, In : Environmental Science & Policy. 67, p. 52-60 9 p.

Research output: Contribution to journalArticle

Open Access
File
5 Citations (Scopus)
13 Downloads (Pure)
2016

e-Distance Weighted Support Vector Regression

Wang, Y., Ou, G., Pang, W., Huang, L. & Coghill, G. M., 21 Jul 2016, (Submitted) ArXiv, p. 1-10, 10 p.

Research output: Working paper

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 proceedingConference contribution

Open Access
File
11 Downloads (Pure)

Notes on the Floridian Theory of Strongly Semantic Information

Coghill, G. M., May 2016, Aberdeen: Department of Computing Science, University of Aberdeen. 17 p. (Research Memorandum ABDN-CS-2016-02)

Research output: Book/ReportOther Report

File
8 Downloads (Pure)
Open Access
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10 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 proceedingConference contribution

Open Access
Open Access
File
2 Citations (Scopus)
5 Downloads (Pure)

An integrative top-down and bottom-up qualitative model construction framework for exploration of biochemical systems

Wu, Z., Pang, W. & Coghill, G. M., Sep 2015, In : Soft Computing. 19, 6, p. 1595-1610 16 p.

Research output: Contribution to journalArticle

Open Access
File
7 Citations (Scopus)
7 Downloads (Pure)

Applications and design of cooperative multi-agent ARN-based systems

Gerrard, C. E., McCall, J., Macleod, C. & Coghill, G. M., Jun 2015, In : Soft Computing. 19, 6, p. 1581-1594 14 p.

Research output: Contribution to journalArticle

QML-AiNet: an immune network approach to learning qualitative differential equation models

Pang, W. & Coghill, G. M., Feb 2015, In : Applied Soft Computing. 27, p. 148-157 10 p.

Research output: Contribution to journalArticle

Open Access
File
5 Citations (Scopus)
6 Downloads (Pure)

Qualitative, Semi-quantitative, and Quantitative Simulation of the Osmoregulation System in Yeast

Pang, W. & Coghill, G. M., May 2015, In : BioSystems. 131, p. 40-50 11 p.

Research output: Contribution to journalArticle

Open Access
File
1 Citation (Scopus)
6 Downloads (Pure)
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 proceedingConference contribution

Open Access
File
1 Citation (Scopus)
37 Downloads (Pure)

Exploring aspects of cell intelligence with artificial reaction networks

Gerrard, C. E., McCall, J., Coghill, G. M. & Macleod, C., Oct 2014, In : Soft Computing. 18, 10, p. 1899-1912 14 p.

Research output: Contribution to journalArticle

3 Citations (Scopus)

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 proceedingConference contribution

Open Access
File
12 Downloads (Pure)
3 Citations (Scopus)
2013

Advances in computational intelligence (UKCI 2012)

Kononova, A. V., De Wilde, P. & Coghill, G. M., Dec 2013, In : Soft Computing. 17, 12, p. 2181-2183 3 p.

Research output: Contribution to journalEditorial

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 proceedingConference contribution

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 proceedingConference contribution

1 Citation (Scopus)

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 proceedingConference 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 proceedingConference contribution

1 Citation (Scopus)
2012

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 proceedingConference contribution

4 Citations (Scopus)

Combinatorial stresses kill pathogenic Candida species

Kaloriti, D., Tillmann, A., Cook, E., Jacobsen, M., You, T., Lenardon, M., Ames, L., Barahona, M., Chandrasekaran, K., Coghill, G., Goodman, D., Gow, N. A. R., Grebogi, C., Ho, H-L., Ingram, P., McDonagh, A., de Moura, A. P. S., Pang, W., Puttnam, M., Radmaneshfar, E. & 10 others, Romano, M. C., Silk, D., Stark, J., Stumpf, M., Thiel, M., Thorne, T., Usher, J., Yin, Z., Haynes, K. & Brown, A. J. P., Oct 2012, In : Medical Mycology. 50, 7, p. 699-709 11 p.

Research output: Contribution to journalArticle

56 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 proceedingConference contribution

Impact of combinatorial stresses upon Candida albicans

Kaloriti, D., Tillmann, A., Jacobsen, M., Yin, Z., Patterson, M., Radmaneshfar, E., You, T., Chandrasekaran, K., Pang, W., Coghill, G., de Moura, A. P. S., Thiel, M., Romano, M. C., Grebogi, C., Haynes, K., Quinn, J., Gow, N. A. R. & Brown, A. J. P., Jun 2012, In : Mycoses. 55, Suppl. 4, p. 15 1 p.

Research output: Contribution to journalAbstract

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 proceedingConference contribution

Non-constructive interval simulation of dynamic systems

Pang, W., Coghill, G. M. & Bruce, A. M., Jun 2012, Aberdeen: Department of Computing Science, University of Aberdeen. 44 p. (Technical Report ABDN–CS–12–02)

Research output: Book/ReportOther Report

Open Access
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16 Downloads (Pure)

QML-Morven: A Novel Framework for Learning Qualitative Models

Pang, W. & Coghill, G. M., Jun 2012, Aberdeen: Department of Computing Science, University of Aberdeen. 37 p. (Technical Report ABDN–CS–12–03)

Research output: Book/ReportOther Report

Open Access
File
7 Downloads (Pure)

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 proceedingConference contribution

4 Citations (Scopus)
2011

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

Pang, W. & Coghill, G. M., Sep 2011, Proceedings of the 11th UK Workshop on Computational Intelligence (UKCI). University of Manchester

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
File
8 Citations (Scopus)
6 Downloads (Pure)

An immune-inspired approach to qualitative system identification of biological pathways

Pang, W. & Coghill, G. M., Mar 2011, In : Natural Computing. 10, 1, p. 189-207 19 p.

Research output: Contribution to journalArticle

7 Citations (Scopus)

Artificial reaction networks

Gerrard, C., McCall, J., Coghill, G. M. & Macleod, C., Sep 2011, Proceedings of the 11th UK Workshop on Computational Intelligence. University of Manchester

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Diagnosis via qualitative parameter estimation

Coghill, G. M. & Al-Ballaa, H., Sep 2011, Proceedings of the 11th UK Workshop on Computational Intelligence (UKCI). Manchester

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Fuzzy qualitative reasoning about dynamic systems containing trigonometric relations

Coghill, G. M., Liu, H., Bruce, A. & Wisley, C., Jun 2011, In : International Journal of Uncertainty, Fuzziness & Knowledge Based Systems. 19, 3, p. 477-498 22 p.

Research output: Contribution to journalArticle

3 Citations (Scopus)

Recent advances in fuzzy qualitative reasoning

Chan, C. S., Coghill, G. M. & Liu, H., Jun 2011, In : International Journal of Uncertainty, Fuzziness & Knowledge Based Systems. 19, 3, p. 417-422 6 p.

Research output: Contribution to journalEditorial

9 Citations (Scopus)