• 230 Citations
20012018
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  • 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
centrifuge Earth & Environmental Sciences

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Research Output 2001 2018

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

Machine Autonomy: Definition, Approaches, Challenges and Research Gaps

Ezenkwu, C. P. & Starkey, A., 3 Dec 2018, (Accepted/In press) Computing Conference 2019 Proceedings. Springer , (Advances in Intelligent Systems and Computing).

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

Autonomous agents
Robots
End effectors
Industrial plants
Railroad cars

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
8 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
1 Citation (Scopus)

Evaluating Cross Domain Sentiment Analysis using Supervised Machine Learning Techniques

Abdul Aziz, A., Starkey, A. & Campbell Bannerman, M., 7 Sep 2017, Intelligent Systems Conference 2017. London: IEEE Explore, 8 p. 17652472

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

Learning systems
Experiments

Impacts