Davide Chicco
Davide Chicco
Peter Munk Cardiac Centre & University of Toronto
Verified email at utoronto.ca - Homepage
TitleCited byYear
Deep autoencoder neural networks for Gene Ontology annotation predictions
D Chicco, P Sadowski, P Baldi
Proceedings of ACM BCB 2014 - the 5th ACM Conference on Bioinformatics …, 2014
722014
Ten quick tips for machine learning in computational biology
D Chicco
BioData Mining 10 (35), 1-17, 2017
492017
Probabilistic latent semantic analysis for prediction of Gene Ontology annotations
M Masseroli, D Chicco, P Pinoli
Neural Networks (IJCNN), The 2012 International Joint Conference on, 1-8, 2012
372012
Latent Dirichlet Allocation based on Gibbs Sampling for gene function prediction
P Pinoli, D Chicco, M Masseroli
IEEE CIBCB 2014 - the IEEE 2014 Conference on Computational Intelligence in …, 2014
252014
Bioconda: sustainable and comprehensive software distribution for the life sciences
B Grüning, R Dale, A Sjödin, BA Chapman, J Rowe, CH Tomkins-Tinch, ...
Nature Methods 15 (7), 475, 2018
222018
Enhanced probabilistic latent semantic analysis with weighting schemes to predict genomic annotations
P Pinoli, D Chicco, M Masseroli
Bioinformatics and Bioengineering (BIBE), 2013 IEEE 13th International …, 2013
192013
A discrete optimization approach for SVD best truncation choice based on ROC curves
D Chicco, M Masseroli
Bioinformatics and Bioengineering (BIBE), 2013 IEEE 13th International …, 2013
162013
Computational algorithms to predict Gene Ontology annotations
P Pinoli, D Chicco, M Masseroli
BMC Bioinformatics 16 (Suppl 6), S4, 2015
152015
Ontology-based prediction and prioritization of gene functional annotations
D Chicco, M Masseroli
IEEE/ACM Transactions on Computational Biology and Bioinformatics 13 (2 …, 2016
132016
Software suite for gene and protein annotation prediction and similarity search
D Chicco, M Masseroli
IEEE/ACM Transactions on Computational Biology and Bioinformatics 12 (4 …, 2015
132015
Genomic annotation prediction based on integrated information
D Chicco, M Tagliasacchi, M Masseroli
Computational Intelligence Methods for Bioinformatics and Biostatistics 7548 …, 2011
132011
Bioconda: a sustainable and comprehensive software distribution for the life sciences
R Dale, B Grüning, A Sjödin, J Rowe, BA Chapman, CH Tomkins-Tinch, ...
bioRxiv 207092, 1-13, 2017
102017
Weighting scheme methods for enhanced genomic annotation prediction
P Pinoli, D Chicco, M Masseroli
Computational Intelligence Methods for Bioinformatics and Biostatistics, 76-89, 2014
102014
Semantically improved genome-wide prediction of Gene Ontology annotations
M Masseroli, M Tagliasacchi, D Chicco
Intelligent Systems Design and Applications (ISDA), 2011 11th International …, 2011
102011
Integration of bioinformatics web services through the Search Computing technology
D Chicco
Technical Report, 18, 2012
82012
Biomolecular annotation prediction through information integration
D Chicco, M Tagliasacchi, M Masseroli
Proceedings of CIBB 2011, 1-8, 2011
82011
Improved biomolecular annotation prediction through Weighting Scheme methods
P Pinoli, D Chicco, M Masseroli
Proceedings of CIBB 2013, 1-12, 2013
62013
Supervised deep learning embeddings for the prediction of cervical cancer diagnosis
K Fernandes, D Chicco, JS Cardoso, J Fernandes
PeerJ Computer Science 4 (e154), 2018
52018
Support Vector Machines in Bioinformatics: a Survey
D Chicco
Politecnico di Milano, Dipartimento di Elettronica e Informazione, 2012
42012
A cancer pharmacogenomic screen powering crowd-sourced advancement of drug combination prediction
MP Menden, D Wang, Y Guan, M Mason, B Szalai, KC Bulusu, T Yu, ...
bioRxiv 200451, 1-32, 2018
32018
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