Publications

Roberto TAGLIAFERRI Publications


2018
Articolo in rivista
Consensus-based feature extraction in rs-fMRI data analysis
SOFT COMPUTING. Vol. 22. Pag.3785-3795
ISSN:1432-7643.
Galdi, Paola; Fratello, Michele; Trojsi, Francesca; Russo, Antonio; Tedeschi, Gioacchino; Tagliaferri, Roberto; Esposito, Fabrizio
Versione online
Digital Object Identifier (DOI): 10.1007/s00500-017-2596-5
Codice identificativo ISI: WOS:000431669200023
Codice identificativo SCOPUS: 2-s2.0-85017257321
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2018
Articolo in rivista
Robust and sparse correlation matrix estimation for the analysis of high-dimensional genomics data
BIOINFORMATICS. Vol. 34. Pag.625-634
ISSN:1367-4803.
Serra, Angela; Coretto, Pietro; Fratello, Michele; Tagliaferri, Roberto
Versione online
Digital Object Identifier (DOI): 10.1093/bioinformatics/btx642
Codice identificativo ISI: WOS:000424889300011
Codice identificativo SCOPUS: 2-s2.0-85042536448
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2018
Articolo in rivista
Machine learning for bioinformatics and neuroimaging
WILEY INTERDISCIPLINARY REVIEWS. DATA MINING AND KNOWLEDGE DISCOVERY. Vol. e1248. Pag.1-33
ISSN:1942-4787.
Serra, Angela; Galdi, Paola; Tagliaferri, Roberto
Versione online
Digital Object Identifier (DOI): 10.1002/widm.1248
Codice identificativo ISI: WOS:000441767200006
Codice identificativo SCOPUS: 2-s2.0-85042368561
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2018
Articolo in rivista
Robust clustering of noisy high-dimensional gene expression data for patients subtyping
BIOINFORMATICS. Pag.1-9
ISSN:1367-4803.
Coretto, Pietro; Serra, Angela; Tagliaferri, Roberto
Digital Object Identifier (DOI): 10.1093/bioinformatics/bty502
Codice identificativo ISI: WOS:000453453300014
Codice identificativo SCOPUS: 2-s2.0-85057207398
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2018
Articolo in rivista
A study on multi-omic oscillations in Escherichia coli metabolic networks
BMC BIOINFORMATICS. Vol. 19. Pag.140-154
ISSN:1471-2105.
Bardozzo, Francesco; Lió, Pietro; Tagliaferri, Roberto
Versione online
Digital Object Identifier (DOI): 10.1186/s12859-018-2175-5
Codice identificativo ISI: WOS:000438553200012
Codice identificativo SCOPUS: 2-s2.0-85049802394
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2018
Contributo in volume (Capitolo o Saggio)
Decision trees and random forests.
In AA VV Encyclopedia of Bioinformatics and Computational Biology: ABC of Bioinformatics Pag.374-383 Amsterdam Elsevier.
ISBN:9780128114322
Fratello, M.; Tagliaferri, R.
Versione online
Digital Object Identifier (DOI): 10.1016/B978-0-12-809633-8.20337-3
Codice identificativo ISI: WOS:000453029500014
Codice identificativo SCOPUS: 2-s2.0-85078963419
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2018
Contributo in volume (Capitolo o Saggio)
Unsupervised learning: Clustering.
In AA VV Encyclopedia of Bioinformatics and Computational Biology: ABC of Bioinformatics Pag.350-357 Amsterdam Elsevier.
ISBN:9780128114322
Serra, A.; Tagliaferri, R.
Versione online
Digital Object Identifier (DOI): 10.1016/B978-0-12-809633-8.20487-1
Codice identificativo SCOPUS: 2-s2.0-85079752369
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2018
Contributo in volume (Capitolo o Saggio)
Multiview learning in biomedical applications.
In Artificial Intelligence in the Age of Neural Networks and Brain Computing Pag.265-280 24-28 OVAL ROAD, LONDON NW1 7DX, ENGLAND Elsevier.
ISBN:9780128154809
Serra, A.; Galdi, P.; Tagliaferri, R.
Digital Object Identifier (DOI): 10.1016/B978-0-12-815480-9.00013-X
Codice identificativo ISI: WOS:000470057500014
Codice identificativo SCOPUS: 2-s2.0-85082580576
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2018
Contributo in volume (Capitolo o Saggio)
Data mining: Accuracy and error measures for classification and prediction.
In AA VV Encyclopedia of Bioinformatics and Computational Biology: ABC of Bioinformatics Pag.431-436 Elsevier.
ISBN:9780128114322
Galdi, P.; Tagliaferri, R.
Versione online
Digital Object Identifier (DOI): 10.1016/B978-0-12-809633-8.20474-3
Codice identificativo SCOPUS: 2-s2.0-85079805914
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