• 241 Citations
20012019
If you made any changes in Pure these will be visible here soon.

Fingerprint Dive into the research topics where Andrew Joe 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

Network Recent external collaboration on country level. Dive into details by clicking on the dots.

Research Output 2001 2019

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
Robots
End effectors
Industrial plants
Railroad cars
Open Access
File
Autonomous agents
Time series
Experiments
9 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
File
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
Classifiers
1 Citation (Scopus)
9 Downloads (Pure)

Automated Feature Identification and Classification Using Automated Feature Weighted Self Organizing Map (FWSOM)

Starkey, A., Ahmad, A. U. & Hamdoun, H., 6 Nov 2017, In : IOP Conference Series: Materials Science and Engineering. 261, 1, p. 1-7 7 p., 012006.

Research output: Contribution to journalArticle

Open Access
File
Self organizing maps
Electroencephalography
Support vector machines
Topology
Neural networks

Impacts