A hierarchical multi-label classification method based on neural networks for gene function prediction

Hierarchical Multi-label Classification using Fully Associative Ensemble Learning

(2017) L. Zhang et al.   PATTERN RECOGNITION

Reduction strategies for hierarchical multi-label classification in protein function prediction

(2016) Ricardo Cerri et al.   BMC BIOINFORMATICS

Hierarchical multilabel classification based on path evaluation

(2016) Mallinali Ramírez-Corona et al.   INTERNATIONAL JOURNAL OF APPROXIMATE REASONING

Protein function prediction based on data fusion and functional interrelationship

(2016) Jun Meng et al.   MATHEMATICAL BIOSCIENCES

Extending gene ontology with gene association networks

(2015) Jiajie Peng et al.   BIOINFORMATICS

Bayes-Optimal Hierarchical Multilabel Classification

(2015) Wei Bi et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Applying semi-supervised learning in hierarchical multi-label classification

(2014) Araken Santos et al.   EXPERT SYSTEMS WITH APPLICATIONS

An Extensive Evaluation of Decision Tree-Based Hierarchical Multilabel Classification Methods and Performance Measures

(2013) Ricardo Cerri et al.   COMPUTATIONAL INTELLIGENCE

Hierarchical multi-label classification using local neural networks

(2013) Ricardo Cerri et al.   JOURNAL OF COMPUTER AND SYSTEM SCIENCES

A large-scale evaluation of computational protein function prediction

(2013) Predrag Radivojac et al.   NATURE METHODS

Multi-label classification with Bayesian network-based chain classifiers

(2013) L. Enrique Sucar et al.   PATTERN RECOGNITION LETTERS

Hierarchical multi-label classification based on over-sampling and hierarchy constraint for gene function prediction

(2012) Benhui Chen et al.   IEEJ Transactions on Electrical and Electronic Engineering

A survey of hierarchical classification across different application domains

(2010) Carlos N. Silla et al.   DATA MINING AND KNOWLEDGE DISCOVERY

True Path Rule Hierarchical Ensembles for Genome-Wide Gene Function Prediction

(2010) Giorgio Valentini   IEEE-ACM Transactions on Computational Biology and Bioinformatics

A hierarchical multi-label classification ant colony algorithm for protein function prediction

(2010) Fernando E. B. Otero et al.   Memetic Computing

Decision trees for hierarchical multi-label classification

(2008) Celine Vens et al.   MACHINE LEARNING