George Macleod Coghill

Orcid: 0000-0002-2047-8277

Affiliations:
  • University of Aberdeen, UK


According to our database1, George Macleod Coghill authored at least 71 papers between 1994 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2023
A novel Physarum-inspired competition algorithm for discrete multi-objective optimisation problems.
Soft Comput., October, 2023

A survey on physarum polycephalum intelligent foraging behaviour and bio-inspired applications.
Artif. Intell. Rev., 2023

2022
Enhanced Affinity Propagation Clustering on Heterogeneous Information Network.
Proceedings of the Advances in Computational Intelligence Systems, 2022

Multi-stage Bias Mitigation for Individual Fairness in Algorithmic Decisions.
Proceedings of the Artificial Neural Networks in Pattern Recognition, 2022

2021
A Novel Genetic Algorithm with Hierarchical Evaluation Strategy for Hyperparameter Optimisation of Graph Neural Networks.
CoRR, 2021

Are Contrastive Explanations Useful?
Proceedings of the SICSA eXplainable Artifical Intelligence Workshop 2021, 2021

An Immune-Inspired Approach to Macro-Level Neural Ensemble Search.
Proceedings of the IEEE Congress on Evolutionary Computation, 2021

2020
Inferring structure and parameters of dynamic system models simultaneously using swarm intelligence approaches.
Memetic Comput., 2020

An Efficient v-Minimum Absolute Deviation Distribution Regression Machine.
IEEE Access, 2020

2019
ImmuNeCS: Neural Committee Search by an Artificial Immune System.
CoRR, 2019

Swarm Inspired Approaches for K-prototypes Clustering.
Proceedings of the Advances in Computational Intelligence Systems, 2019

A Hexagonal Cell Automaton Model to Imitate Physarum Polycephalum Competitive Behaviour.
Proceedings of the 2019 Conference on Artificial Life, 2019

Inferring structure and parameters of dynamic systems using particle swarm optimization.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

A physarum-inspired competition algorithm for solving discrete multi-objective optimization problems.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

2018
Physarum Inspired Connectivity and Restoration for Wireless Sensor and Actor Networks.
Proceedings of the Advances in Computational Intelligence Systems, 2018

A Conceptual Framework of Starlings Swarm Intelligence Intrusion Prevention for Software Defined Networks.
Proceedings of the SICSA Workshop on Reasoning, 2018

CLEMI-Imputation Evaluation.
Proceedings of the 12th IEEE International Symposium on Applied Computational Intelligence and Informatics, 2018

ε-Distance Weighted Support Vector Regression.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2018

Towards making NLG a voice for interpretable Machine Learning.
Proceedings of the 11th International Conference on Natural Language Generation, 2018

2017
Large margin distribution machine recursive feature elimination.
Proceedings of the 4th International Conference on Systems and Informatics, 2017

2016
FdDCA: A Novel Fuzzy Deterministic Dendritic Cell Algorithm.
Proceedings of the Genetic and Evolutionary Computation Conference, 2016

2015
An integrative top-down and bottom-up qualitative model construction framework for exploration of biochemical systems.
Soft Comput., 2015

Applications and design of cooperative multi-agent ARN-based systems.
Soft Comput., 2015

An Integrated Qualitative and Quantitative Biochemical Model Learning Framework Using Evolutionary Strategy and Simulated Annealing.
Cogn. Comput., 2015

Qualitative, semi-quantitative, and quantitative simulation of the osmoregulation system in yeast.
Biosyst., 2015

QML-AiNet: An immune network approach to learning qualitative differential equation models.
Appl. Soft Comput., 2015

ADOVA: Anomaly Detection in Online and Virtual spAces.
Proceedings of the 3rd International Workshop on Collaborative Online Organizations, 2015

2014
Exploring aspects of cell intelligence with artificial reaction networks.
Soft Comput., 2014

QML-Morven: A novel framework for learning qualitative differential equation models using both symbolic and evolutionary approaches.
J. Comput. Sci., 2014

Fuzzy qualitative simulation with multivariate constraints.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2014

An immune network approach to learning qualitative models of biological pathways.
Proceedings of the IEEE Congress on Evolutionary Computation, 2014

2013
Advances in computational intelligence (UKCI 2012).
Soft Comput., 2013

Stepwise modelling of biochemical pathways based on qualitative model learning.
Proceedings of the 13th UK Workshop on Computational Intelligence, 2013

Combining biochemical network motifs within an ARN-agent control system.
Proceedings of the 13th UK Workshop on Computational Intelligence, 2013

Artificial Reaction Network Agents.
Proceedings of the Twelfth European Conference on the Synthesis and Simulation of Living Systems: Advances in Artificial Life, 2013

Artificial chemistry approach to exploring search spaces using Artificial Reaction Network agents.
Proceedings of the IEEE Congress on Evolutionary Computation, 2013

2012
Extended kernel subset analysis for qualitative model learning.
Proceedings of the 12th UK Workshop on Computational Intelligence, 2012

Integrating natural language generation and model-based reasoning for explanation generation.
Proceedings of the 12th UK Workshop on Computational Intelligence, 2012

Adaptive Dynamic Control of Quadrupedal Robotic Gaits with Artificial Reaction Networks.
Proceedings of the Neural Information Processing - 19th International Conference, 2012

Temporal Patterns in Artificial Reaction Networks.
Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2012, 2012

2011
An immune-inspired approach to qualitative system identification of biological pathways.
Nat. Comput., 2011

Fuzzy Qualitative Reasoning about Dynamic Systems Containing Trigonometric Relationships.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2011

Recent Advances in Fuzzy Qualitative Reasoning.
Int. J. Uncertain. Fuzziness Knowl. Based Syst., 2011

Analysing GCN4 translational control in yeast by stochastic chemical kinetics modelling and simulation.
BMC Syst. Biol., 2011

2010
Learning Qualitative Differential Equation models: a survey of algorithms and applications.
Knowl. Eng. Rev., 2010

QML-AiNet: An Immune-Inspired Network Approach to Qualitative Model Learning.
Proceedings of the Artificial Immune Systems, 9th International Conference, 2010

Learning Qualitative Metabolic Models Using Evolutionary Methods.
Proceedings of the Fifth International Conference on Frontier of Computer Science and Technology, 2010

2009
Fuzzy qualitative trigonometry.
Int. J. Approx. Reason., 2009

Incremental state based diagnosis.
Adv. Eng. Informatics, 2009

An Immune-Inspired Approach to Qualitative System Identification of the Detoxification Pathway of Methylglyoxal.
Proceedings of the Artificial Immune Systems, 8th International Conference, 2009

2008
Fuzzy Qualitative Robot Kinematics.
IEEE Trans. Fuzzy Syst., 2008

Qualitative System Identification from Imperfect Data.
J. Artif. Intell. Res., 2008

2007
Qualitative kinematics of planar robots: Intelligent connection.
Int. J. Approx. Reason., 2007

A quantitative model for the GCN4 translational control in Saccharomyces cerevisiae.
BMC Syst. Biol., 2007

Geometrical Representation of Quantity Space and Its Application to Robot Motion Description.
Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2007

Modified clonal selection algorithm for learning qualitative compartmental models of metabolic systems.
Proceedings of the Genetic and Evolutionary Computation Conference, 2007

Learning dynamic models of compartment systems by combining symbolic regression with fuzzy vector envisionment.
Proceedings of the Genetic and Evolutionary Computation Conference, 2007

Fuzzy Qualitative Behaviour Prioritisation.
Proceedings of the FUZZ-IEEE 2007, 2007

Learning Qualitative Models of Physical and Biological Systems.
Proceedings of the Computational Discovery of Scientific Knowledge, 2007

2006
Qualitative futures.
Knowl. Eng. Rev., 2006

Incremental Fault Isolation for Dynamic Processes.
Proceedings of the Research and Development in Intelligent Systems XXIII, 2006

2005
A model-based approach to robot fault diagnosis.
Knowl. Based Syst., 2005

On the use of qualitative reasoning to simulate and identify metabolic pathway.
Bioinform., 2005

Fuzzy Qualitative Trigonometry.
Proceedings of the IEEE International Conference on Systems, 2005

2004
Towards Model-based Methods for Developing Model-based Systems.
Int. J. Gen. Syst., 2004

Qualitative Modelling of Planar Robots.
Proceedings of the 16th Eureopean Conference on Artificial Intelligence, 2004

Learning Qualitative Metabolic Models.
Proceedings of the 16th Eureopean Conference on Artificial Intelligence, 2004

2001
On the specification of multiple models for diagnosis of dynamic systems.
AI Commun., 2001

1998
Selecting tools and techniques for model-based diagnosis.
Artif. Intell. Eng., 1998

1996
Mycroft : a framework for constraint based fuzzy qualitative reasoning.
PhD thesis, 1996

1994
A Preliminary Specification Methodology for Model-based Diagnosis.
Ann. Math. Artif. Intell., 1994


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