• 252 Citations
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Fingerprint Dive into the research topics where Andrew Starkey is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

  • 3 Similar Profiles
Self organizing maps Engineering & Materials Science
Learning systems Engineering & Materials Science
Centrifuges Engineering & Materials Science
Single Nucleotide Polymorphism Medicine & Life Sciences
Testing Engineering & Materials Science
Feature extraction Engineering & Materials Science
Robots Engineering & Materials Science
Autonomous agents Engineering & Materials Science

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Research Output 2001 2019

Long range guided waves for detecting holes in pipelines

El-Hussein, S., Harrigan, J. J. & Starkey, A. J., 14 Oct 2019, (Accepted/In press) In : Journal of Structural Integrity and Maintenance.

Research output: Contribution to journalArticle

Guided electromagnetic wave propagation
Steel pipe
Wave propagation
Carbon steel

Machine Autonomy: Definition, Approaches, Challenges and Research Gaps

Ezenkwu, C. P. & Starkey, A., 2019, Intelligent Computing: CompCom 2019, Proceedings. Arai, K., Bhatia, R. & Kapoor, S. (eds.). Cham: Springer , p. 335-358 24 p. (Advances in Intelligent Systems and Computing).

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

Autonomous agents
End effectors
Industrial plants
Railroad cars
1 Downloads (Pure)
Open Access
Autonomous agents
Time series
10 Downloads (Pure)

Application of feature selection methods for automated clustering analysis: a review on synthetic datasets

Ahmad, A. U. & Starkey, A., Apr 2018, In : Neural Computing and Applications. 29, 7, p. 317-328 12 p.

Research output: Contribution to journalArticle

Open Access
Self organizing maps
Feature extraction
Cost functions
Learning systems
Statistical methods

Semi-automated data classification with feature weighted self organizing map

Starkey, A. & Ahmad, A. U., 25 Jun 2018, ICNC-FSKD 2017 - 13th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery. Institute of Electrical and Electronics Engineers Inc., p. 136-141 6 p.

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

Data Classification
Self organizing maps
Self-organizing Map
Standard Map


Ground-Anchorage Integrity Testing (GRANIT)

Albert Rodger (Coordinator), Ana Ivanovic (Coordinator), Richard Neilson (Coordinator), Andrew Starkey (Coordinator)