Davide Chicco - Google Scholar Citations

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	All	Since 2013
Citations	365	359
h-index	11	11
i10-index	14	14

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201120122013201420152016201720181 5 9 44 39 73 42 151

Co-authors

Marco MasseroliPolitecnico di MilanoVerified email at polimi.it
Pietro Pinolipostdoc, Politecnico di MilanoVerified email at polimi.it
Marco TagliasacchiAssociate Professor, Politecnico di MilanoVerified email at polimi.it
Pierre BaldiProfessor, University of California, IrvineVerified email at ics.uci.edu
Peter SadowskiAssistant Professor, University of Hawai’i at MānoaVerified email at hawaii.edu
Jaime CardosoAssociate Professor at Faculty of Engineering, University of Porto; Researcher at INESC TECVerified email at fe.up.pt
Kelwin FernandesNILG.AIVerified email at nilg.ai
Eleonora CiceriFondazione Centro San RaffaeleVerified email at hsr.it
Michael M. HoffmanScientist, Princess Margaret Cancer Centre/Assistant Professor, University of TorontoVerified email at utoronto.ca
Coby VinerGraduate Student, Department of Computer Science, University of TorontoVerified email at cs.toronto.edu
Mickaël MendezGraduate Student, Department of Computer Science, University of TorontoVerified email at mail.utoronto.ca
Mehran KarimzadehUniversity of Toronto, Department of Medical BiophysicsVerified email at mail.utoronto.ca
Jay R HesselberthAssociate Professor of Biochemistry & Molecular Genetics, University of Colorado School of MedicineVerified email at ucdenver.edu
Anshul KundajeAssistant Professor, Dept. of Genetics, Dept. of Computer Science, Stanford UniversityVerified email at stanford.edu
Rachel C. W. ChanUniversity of TorontoVerified email at cs.toronto.edu
Francesco MasulliFull Professor of Computer Science, University of Genoa (ITALY)Verified email at unige.it
Stefano RovettaAssociate professor of Computer Science, DIBRIS, University of Genova, ItalyVerified email at unige.it
Fernando PalluzziIEO - Istituto Europeo di OncologiaVerified email at ieo.it
G StolovitzkyProgram Director, Translational Systems Biology and NanobiotechnologyVerified email at us.ibm.com
Barbara Di CamilloUniversity of Padova, Information Engineering DepartmentVerified email at dei.unipd.it

Davide Chicco

Peter Munk Cardiac Centre & University of Toronto

Verified email at utoronto.ca - Homepage

machine learning bioinformatics deep learning biomedical informatics data mining


Title	Cited by	Year
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	72	2014
Ten quick tips for machine learning in computational biology D Chicco BioData Mining 10 (35), 1-17, 2017	49	2017
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	37	2012
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	25	2014
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	22	2018
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	19	2013
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	16	2013
Computational algorithms to predict Gene Ontology annotations P Pinoli, D Chicco, M Masseroli BMC Bioinformatics 16 (Suppl 6), S4, 2015	15	2015
Ontology-based prediction and prioritization of gene functional annotations D Chicco, M Masseroli IEEE/ACM Transactions on Computational Biology and Bioinformatics 13 (2 …, 2016	13	2016
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	13	2015
Genomic annotation prediction based on integrated information D Chicco, M Tagliasacchi, M Masseroli Computational Intelligence Methods for Bioinformatics and Biostatistics 7548 …, 2011	13	2011
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	10	2017
Weighting scheme methods for enhanced genomic annotation prediction P Pinoli, D Chicco, M Masseroli Computational Intelligence Methods for Bioinformatics and Biostatistics, 76-89, 2014	10	2014
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	10	2011
Integration of bioinformatics web services through the Search Computing technology D Chicco Technical Report, 18, 2012	8	2012
Biomolecular annotation prediction through information integration D Chicco, M Tagliasacchi, M Masseroli Proceedings of CIBB 2011, 1-8, 2011	8	2011
Improved biomolecular annotation prediction through Weighting Scheme methods P Pinoli, D Chicco, M Masseroli Proceedings of CIBB 2013, 1-12, 2013	6	2013
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	5	2018
Support Vector Machines in Bioinformatics: a Survey D Chicco Politecnico di Milano, Dipartimento di Elettronica e Informazione, 2012	4	2012
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	3	2018

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