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2020 – today
- 2024
[c7]Cen Wan
, Carl Barton:
A novel hierarchy-based knowledge discovery framework for elucidating human aging-related phenotypic abnormalities. SAC 2024: 515-522- 2023
- [c6]Cen Wan:
Predicting the effect of genes on longevity with novel hierarchical dependency-constrained tree augmented naïve Bayes classifiers. BIBM 2023: 926-929 - 2022
- [c5]Cen Wan:
Positive Feature Values Prioritized Hierarchical Dependency Constrained Averaged One-dependence Estimators for Gene Ontology Feature Spaces. BIBM 2022: 826-829 - [c4]Cen Wan:
Positive Feature Values Prioritized Hierarchical Redundancy Eliminated Tree Augmented Naïve Bayes Classifier for Hierarchical Feature Spaces. SMC 2022: 106-110 - [i4]Cen Wan, Alex Alves Freitas:
Hierarchical Dependency Constrained Tree Augmented Naive Bayes Classifiers for Hierarchical Feature Spaces. CoRR abs/2202.04105 (2022) - [i3]Cen Wan:
Positive Feature Values Prioritized Hierarchical Redundancy Eliminated Tree Augmented Naive Bayes Classifier for Hierarchical Feature Spaces. CoRR abs/2204.05668 (2022) - 2020
- [j5]Cen Wan, David T. Jones:
Protein function prediction is improved by creating synthetic feature samples with generative adversarial networks. Nat. Mach. Intell. 2(9): 540-550 (2020) - [c3]Cen Wan, Alex Alves Freitas:
Hierarchical Dependency Constrained Averaged One-Dependence Estimators Classifiers for Hierarchical Feature Spaces. PGM 2020: 557-568
2010 – 2019
- 2019
- [b2]Cen Wan:
Hierarchical Feature Selection for Knowledge Discovery - Application of Data Mining to the Biology of Ageing. Advanced Information and Knowledge Processing, Springer 2019, ISBN 978-3-319-97918-2, pp. 1-117 - 2018
- [j4]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): 201-240 (2018) - 2017
- [j3]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) - 2016
- [j2]Cen Wan:
Novel hierarchical feature selection algorithms for predicting genes' aging-related function. AI Matters 2(3): 23-24 (2016) - [i2]Cen Wan, Alex Alves Freitas:
A New Hierarchical Redundancy Eliminated Tree Augmented Naive Bayes Classifier for Coping with Gene Ontology-based Features. CoRR abs/1607.01690 (2016) - 2015
- [b1]Cen Wan:
Novel hierarchical feature selection methods for classification and their application to datasets of ageing-related genes. University of Kent, UK, 2015 - [j1]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): 262-275 (2015) - [c2]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: 27-36 - 2013
- [c1]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: 373-380 - 2012
- [i1]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 abs/1211.2945 (2012)
Coauthor Index
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