Cen Wan - RankMe

20 papers B 1Misc 1Journal 11Unranked 5

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Revisiting Gene Ontology Knowledge Discovery with Hierarchical Feature Selection and Virtual Study Group of AI Agents. CoRR Cen Wan, Alex Alves Freitas
2025	J	`jnl`	Less is more: improving cell-type identification with augmentation-free single-cell RNA-Seq contrastive learning. Bioinform. Ibrahim Alsaggaf, Daniel W. A. Buchan, Cen Wan
2024	Misc	`conf`	A novel hierarchy-based knowledge discovery framework for elucidating human aging-related phenotypic abnormalities. SAC Cen Wan, Carl Barton
2023	—	`conf`	Predicting the effect of genes on longevity with novel hierarchical dependency-constrained tree augmented naïve Bayes classifiers. BIBM Cen Wan
2022	J	`jnl`	Hierarchical Dependency Constrained Tree Augmented Naive Bayes Classifiers for Hierarchical Feature Spaces. CoRR Cen Wan, Alex Alves Freitas
2022	—	`conf`	Positive Feature Values Prioritized Hierarchical Dependency Constrained Averaged One-dependence Estimators for Gene Ontology Feature Spaces. BIBM Cen Wan
2022	J	`jnl`	Positive Feature Values Prioritized Hierarchical Redundancy Eliminated Tree Augmented Naive Bayes Classifier for Hierarchical Feature Spaces. CoRR Cen Wan
2022	B	`conf`	Positive Feature Values Prioritized Hierarchical Redundancy Eliminated Tree Augmented Naïve Bayes Classifier for Hierarchical Feature Spaces. SMC Cen Wan
2020	—	`conf`	Hierarchical Dependency Constrained Averaged One-Dependence Estimators Classifiers for Hierarchical Feature Spaces. PGM Cen Wan, Alex Alves Freitas
2020	J	`jnl`	Protein function prediction is improved by creating synthetic feature samples with generative adversarial networks. Nat. Mach. Intell. Cen Wan, David T. Jones
2019	—	`book`	Hierarchical Feature Selection for Knowledge Discovery - Application of Data Mining to the Biology of Ageing Cen Wan
2018	J	`jnl`	An empirical evaluation of hierarchical feature selection methods for classification in bioinformatics datasets with gene ontology-based features. Artif. Intell. Rev. Cen Wan, Alex Alves Freitas
2017	J	`jnl`	Analysis of temporal transcription expression profiles reveal links between protein function and developmental stages of Drosophila melanogaster. PLoS Comput. Biol. Cen Wan, Jonathan G. Lees, Federico Minneci, Christine A. Orengo, David T. Jones
2016	J	`jnl`	A New Hierarchical Redundancy Eliminated Tree Augmented Naive Bayes Classifier for Coping with Gene Ontology-based Features. CoRR Cen Wan, Alex Alves Freitas
2016	J	`jnl`	Novel hierarchical feature selection algorithms for predicting genes' aging-related function. AI Matters Cen Wan
2015	—	`—`	Novel hierarchical feature selection methods for classification and their application to datasets of ageing-related genes. Cen Wan
2015	J	`jnl`	Predicting the Pro-Longevity or Anti-Longevity Effect of Model Organism Genes with New Hierarchical Feature Selection Methods. IEEE ACM Trans. Comput. Biol. Bioinform. Cen Wan, Alex Alves Freitas, João Pedro de Magalhães
2015	—	`conf`	Two methods for constructing a gene ontology-based feature network for a Bayesian network classifier and applications to datasets of aging-related genes. BCB Cen Wan, Alex Alves Freitas
2013	—	`conf`	Prediction of the pro-longevity or anti-longevity effect of Caenorhabditis Elegans genes based on Bayesian classification methods. BIBM Cen Wan, Alex Alves Freitas
2012	J	`jnl`	The application of a perceptron model to classify an individual's response to a proposed loading dose regimen of Warfarin CoRR Cen Wan, Irina V. Biktasheva, Steven Lane