Artificial Intelligence Review

Wan, Cen and Freitas, 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.

Human Molecular Genetics

Fernandes, M. and Wan, Cen and Tacutu, R. and Barardo, D. and Rajput, A. and Wang, J. and Thoppil, H. and Thornton, D. and Yang, C. and Freitas, A. and de Magalhaes, J.P. (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.

Nature Machine Intelligence

Wan, Cen and Jones, D.T. (2020) Protein function prediction is improved by creating synthetic feature samples with generative adversarial networks. Nature Machine Intelligence 2 , pp. 540-550. ISSN 2522-5839.

PLoS Computational Biology

Wan, Cen and Lees, J. and Minneci, F. and Orengo, C. and Jones, D. (2017) Analysis of temporal transcription expression profiles reveal links between protein function and developmental stages of Drosophila melanogaster. PLoS Computational Biology , ISSN 1553-7358.

PLoS One

Wan, Cen and Cozzetto, D. and Fa, R. and Jones, D. (2019) Using Deep Maxout Neural Networks to improve the accuracy of function prediction from Protein Interaction Networks. PLoS One , ISSN 1932-6203.

Fa, R. and Cozzetto, D. and Wan, Cen and Jones, D. (2018) Predicting human protein function with multitask deep neural networks. PLoS One , ISSN 1932-6203.