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Number of items: 5.

Article

Wan, Cen and Freitas, Alex A. (2017) An empirical evaluation of hierarchical feature selection methods for classification in bioinformatics datasets with gene ontology-based features. Artificial Intelligence Review, . ISSN 0269-2821. E-ISSN 1573-7462. (doi:https://doi.org/10.1007/s10462-017-9541-y) (Full text available)

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Fernandes, Maria and Wan, Cen and Tacutu, Robi and Barardo, Diogo and Rajput, Ashish and Wang, Jingwei and Thoppil, Harikrishnan and Thornton, Daniel and Yang, Chenhao and Freitas, Alex A. and de Magalhaes, João Pedro (2016) Systematic analysis of the gerontome reveals links between aging and age-related diseases. Human Molecular Genetics, 25 (21). pp. 4804-4818. ISSN 0964-6906. (doi:https://doi.org/10.1093/hmg/ddw307) (The full text of this publication is not currently available from this repository. You may be able to access a copy if URLs are provided)

Wan, Cen and Freitas, Alex A. and de Magalhaes, João Pedro (2015) Predicting the pro-longevity or anti-longevity effect of model organism genes with new hierarchical feature selection methods. IEEE/ACM Transactions on Computational Biology and Bioinformatics, 12 (2). pp. 262-275. ISSN 1545-5963. (doi:https://doi.org/10.1109/TCBB.2014.2355218) (Access to this publication is currently restricted. You may be able to access a copy if URLs are provided)

Conference or workshop item

Wan, Cen and Freitas, Alex A. (2015) Two methods for constructing a gene ontology-based feature network for a Bayesian network classifier and applications to datasets of aging-related genes. In: Proceedings of the 6th ACM Conference on Bioinformatics, Computational Biology and Health Informatics (ACM-BCB 2015). Proceedings of the 6th ACM Conference on Bioinformatics, Computational Biology and Health Informatics (ACM-BCB 2015). ACM pp. 27-36. ISBN 978-1-4503-3853-0. (Full text available)

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Thesis

Wan, Cen (2015) Novel Hierarchical Feature Selection Methods for Classification and Their Application to Datasets of Ageing-Related Genes. Doctor of Philosophy (PhD) thesis, University of Kent. (Access to this publication is currently restricted. You may be able to access a copy if URLs are provided)

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