Cen Wan

ORCID

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 14

Top Venues

University of Kent, UK (PHD)

Education History

University of Kent, UK

PHD

Publications

Cen Wan, Carl Barton
A novel hierarchy-based knowledge discovery framework for elucidating human aging-related phenotypic abnormalities. SAC (2024)
Cen Wan
Predicting the effect of genes on longevity with novel hierarchical dependency-constrained tree augmented naïve Bayes classifiers. BIBM (2023)
Cen Wan, Alex Alves Freitas
Hierarchical Dependency Constrained Tree Augmented Naive Bayes Classifiers for Hierarchical Feature Spaces. CoRR (2022)
Cen Wan
Positive Feature Values Prioritized Hierarchical Redundancy Eliminated Tree Augmented Naïve Bayes Classifier for Hierarchical Feature Spaces. SMC (2022)
Cen Wan
Positive Feature Values Prioritized Hierarchical Redundancy Eliminated Tree Augmented Naive Bayes Classifier for Hierarchical Feature Spaces. CoRR (2022)
Cen Wan
Positive Feature Values Prioritized Hierarchical Dependency Constrained Averaged One-dependence Estimators for Gene Ontology Feature Spaces. BIBM (2022)
Cen Wan, David T. Jones
Protein function prediction is improved by creating synthetic feature samples with generative adversarial networks. Nat. Mach. Intell. 2 (9) (2020)
Cen Wan, Alex Alves Freitas
Hierarchical Dependency Constrained Averaged One-Dependence Estimators Classifiers for Hierarchical Feature Spaces. PGM (2020)
Cen Wan, Alex Alves Freitas
An empirical evaluation of hierarchical feature selection methods for classification in bioinformatics datasets with gene ontology-based features. Artif. Intell. Rev. 50 (2) (2018)
Cen Wan, Jonathan G. Lees, Federico Minneci, Christine A. Orengo, David T. Jones
Analysis of temporal transcription expression profiles reveal links between protein function and developmental stages of Drosophila melanogaster. PLoS Comput. Biol. 13 (10) (2017)
Cen Wan, Alex Alves Freitas
A New Hierarchical Redundancy Eliminated Tree Augmented Naive Bayes Classifier for Coping with Gene Ontology-based Features. CoRR (2016)
Cen Wan
Novel hierarchical feature selection algorithms for predicting genes' aging-related function. AI Matters 2 (3) (2016)
Cen Wan, Alex Alves Freitas
Two methods for constructing a gene ontology-based feature network for a Bayesian network classifier and applications to datasets of aging-related genes. BCB (2015)
Cen Wan, Alex Alves Freitas, João Pedro de Magalhães
Predicting the Pro-Longevity or Anti-Longevity Effect of Model Organism Genes with New Hierarchical Feature Selection Methods. IEEE ACM Trans. Comput. Biol. Bioinform. 12 (2) (2015)
Cen Wan, Alex Alves Freitas
Prediction of the pro-longevity or anti-longevity effect of Caenorhabditis Elegans genes based on Bayesian classification methods. BIBM (2013)
Cen Wan, Irina V. Biktasheva, Steven Lane
The application of a perceptron model to classify an individual's response to a proposed loading dose regimen of Warfarin CoRR (2012)

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Publication Activity (10 Years)

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Cen Wan