Research output per year
Research output per year
Personal profile
Research interests
Biologically inspired algorithms, neural networks and optimisation of their topologies
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Dive into the research topics where Alan Thomas is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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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 journal › Article › peer-review
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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: Springer International Publishing, Vol. 744. p. 279-290 12 p. (Communications in Computer and Information Sciences).Research output: Chapter in Book/Conference proceeding with ISSN or ISBN › Conference contribution with ISSN or ISBN › peer-review
Open AccessFile -
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: Springer International Publishing, p. 253-266 14 p. (Communications in Computer and Information Sciences).Research output: Chapter in Book/Conference proceeding with ISSN or ISBN › Conference contribution with ISSN or ISBN › peer-review
Open AccessFile -
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 journal › Article › peer-review
Open AccessFile -
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: CPS/IEEE, p. 565-570 6 p.Research output: Chapter in Book/Conference proceeding with ISSN or ISBN › Conference contribution with ISSN or ISBN › peer-review