The application of a perceptron model to classify an individual's response to a proposed loading dose regimen of Warfarin - Cen Wan; Irina V. Biktasheva; Steven Lane (CoRR, 2012)

Prediction of the pro-longevity or anti-longevity effect of Caenorhabditis Elegans genes based on Bayesian classification methods. - Cen Wan; Alex Alves Freitas (BIBM, 2013)

Two methods for constructing a gene ontology-based feature network for a Bayesian network classifier and applications to datasets of aging-related genes. - Cen Wan; Alex Alves Freitas (BCB, 2015)

Predicting the Pro-Longevity or Anti-Longevity Effect of Model Organism Genes with New Hierarchical Feature Selection Methods. - Cen Wan; Alex Alves Freitas; João Pedro de Magalhães (IEEE ACM Trans. Comput. Biol. Bioinform., 2015)

Novel hierarchical feature selection methods for classification and their application to datasets of ageing-related genes. - Cen Wan (2015)

Novel hierarchical feature selection algorithms for predicting genes' aging-related function. - Cen Wan (AI Matters, 2016)

A New Hierarchical Redundancy Eliminated Tree Augmented Naive Bayes Classifier for Coping with Gene Ontology-based Features. - Cen Wan; Alex Alves Freitas (CoRR, 2016)

Analysis of temporal transcription expression profiles reveal links between protein function and developmental stages of Drosophila melanogaster. - Cen Wan; Jonathan G. Lees; Federico Minneci; Christine A. Orengo; David T. Jones (PLoS Comput. Biol., 2017)

An empirical evaluation of hierarchical feature selection methods for classification in bioinformatics datasets with gene ontology-based features. - Cen Wan; Alex Alves Freitas (Artif. Intell. Rev., 2018)

Hierarchical Feature Selection for Knowledge Discovery - Application of Data Mining to the Biology of Ageing - Cen Wan (Springer, 2019)

Hierarchical Dependency Constrained Averaged One-Dependence Estimators Classifiers for Hierarchical Feature Spaces. - Cen Wan; Alex Alves Freitas (PGM, 2020)

Protein function prediction is improved by creating synthetic feature samples with generative adversarial networks. - Cen Wan; David T. Jones (Nat. Mach. Intell., 2020)

Positive Feature Values Prioritized Hierarchical Dependency Constrained Averaged One-dependence Estimators for Gene Ontology Feature Spaces. - Cen Wan (BIBM, 2022)

Positive Feature Values Prioritized Hierarchical Redundancy Eliminated Tree Augmented Naïve Bayes Classifier for Hierarchical Feature Spaces. - Cen Wan (SMC, 2022)

Hierarchical Dependency Constrained Tree Augmented Naive Bayes Classifiers for Hierarchical Feature Spaces. - Cen Wan; Alex Alves Freitas (CoRR, 2022)

Predicting the effect of genes on longevity with novel hierarchical dependency-constrained tree augmented naïve Bayes classifiers. - Cen Wan (BIBM, 2023)

A novel hierarchy-based knowledge discovery framework for elucidating human aging-related phenotypic abnormalities. - Cen Wan; Carl Barton (SAC, 2024)