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Personal profile

Research interests

Biologically inspired algorithms, neural networks and optimisation of their topologies

Fingerprint Fingerprint is based on mining the text of the person's scientific documents to create an index of weighted terms, which defines the key subjects of each individual researcher.

  • 4 Similar Profiles
Feedforward neural networks Engineering & Materials Science
Topology Engineering & Materials Science
Neural networks Engineering & Materials Science
Experiments Engineering & Materials Science

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Research Output 2015 2017

  • 3 Conference contribution with ISSN or ISBN
  • 2 Article

Developing a risk stratification tool for audit of outcome after surgery for head and neck squamous cell carcinoma

Tighe, D. F., Thomas, A. J., Sassoon, I., Kinsman, R. & McGurk, M., 29 Mar 2017, In : Head and Neck. 39, 7, p. 1357-1363 7 p.

Research output: Contribution to journalArticleResearchpeer-review

Diagnosis-Related Groups
Quality of Health Care
Clinical Audit
Benchmarking
Decision Trees

Two Hidden Layers are Usually Better than One

Thomas, A., Petridis, M., Walters, S., Malekshahi Gheytassi, M. & Morgan, R., 2 Aug 2017, EANN: International Conference on Engineering Applications of Neural Networks. Switzerland, Vol. 744. p. 279-290 12 p. (Communications in Computer and Information Sciences).

Research output: Chapter in Book/Conference proceeding with ISSN or ISBNConference contribution with ISSN or ISBNResearchpeer-review

Open Access
File
Feedforward neural networks

Accelerated Optimal Topology Search for Two-hidden-layer Neural Networks

Thomas, A., Walters, S., Petridis, M., Malekshahi Gheytassi, M. & Morgan, R., 19 Aug 2016, Engineering Applications of Neural Networks. EANN 2016. Switzerland, p. 253-266 14 p. (Communications in Computer and Information Sciences).

Research output: Chapter in Book/Conference proceeding with ISSN or ISBNConference contribution with ISSN or ISBNResearchpeer-review

Open Access
File
Feedforward neural networks
Topology
Neural networks
Experiments

On the Optimal Node Ratio between Hidden Layers: A Probabilistic Study

Thomas, A., Walters, S., Malekshahi Gheytassi, M., Morgan, R. & Petridis, M., 7 Oct 2016, In : International Journal of Machine Learning and Computing. 6, 5, p. 241-247 7 p.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
File
Feedforward neural networks
Topology
Neural networks
Experiments

On predicting the optimal number of hidden nodes

Thomas, A., Petridis, M., Walters, S., Malekshahi Gheytassi, M. & Morgan, R., 8 Dec 2015, 2015 international conference on computational science and computational intelligence. Las Vegas, p. 565-570 6 p.

Research output: Chapter in Book/Conference proceeding with ISSN or ISBNConference contribution with ISSN or ISBNResearchpeer-review

Topology
Neural networks