Cen Wan
Orcid: 0000-0002-3872-0340
According to our database1,
Cen Wan
authored at least 16 papers
between 2012 and 2023.
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Bibliography
2023
Predicting the effect of genes on longevity with novel hierarchical dependency-constrained tree augmented naïve Bayes classifiers.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023
2022
Hierarchical Dependency Constrained Tree Augmented Naive Bayes Classifiers for Hierarchical Feature Spaces.
CoRR, 2022
Positive Feature Values Prioritized Hierarchical Redundancy Eliminated Tree Augmented Naïve Bayes Classifier for Hierarchical Feature Spaces.
Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2022
Positive Feature Values Prioritized Hierarchical Dependency Constrained Averaged One-dependence Estimators for Gene Ontology Feature Spaces.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022
2020
Protein function prediction is improved by creating synthetic feature samples with generative adversarial networks.
Nat. Mach. Intell., 2020
Hierarchical Dependency Constrained Averaged One-Dependence Estimators Classifiers for Hierarchical Feature Spaces.
Proceedings of the International Conference on Probabilistic Graphical Models, 2020
2019
Hierarchical Feature Selection for Knowledge Discovery - Application of Data Mining to the Biology of Ageing
Advanced Information and Knowledge Processing, Springer, ISBN: 978-3-319-97918-2, 2019
2018
An empirical evaluation of hierarchical feature selection methods for classification in bioinformatics datasets with gene ontology-based features.
Artif. Intell. Rev., 2018
2017
Analysis of temporal transcription expression profiles reveal links between protein function and developmental stages of Drosophila melanogaster.
PLoS Comput. Biol., 2017
2016
A New Hierarchical Redundancy Eliminated Tree Augmented Naive Bayes Classifier for Coping with Gene Ontology-based Features.
CoRR, 2016
Novel hierarchical feature selection algorithms for predicting genes' aging-related function.
AI Matters, 2016
2015
Novel hierarchical feature selection methods for classification and their application to datasets of ageing-related genes.
PhD thesis, 2015
Predicting the Pro-Longevity or Anti-Longevity Effect of Model Organism Genes with New Hierarchical Feature Selection Methods.
IEEE ACM Trans. Comput. Biol. Bioinform., 2015
Two methods for constructing a gene ontology-based feature network for a Bayesian network classifier and applications to datasets of aging-related genes.
Proceedings of the 6th ACM Conference on Bioinformatics, 2015
2013
Prediction of the pro-longevity or anti-longevity effect of Caenorhabditis Elegans genes based on Bayesian classification methods.
Proceedings of the 2013 IEEE International Conference on Bioinformatics and Biomedicine, 2013
2012
The application of a perceptron model to classify an individual's response to a proposed loading dose regimen of Warfarin
CoRR, 2012