DOME: recommendations for supervised machine learning validation in biology

Autor: Walsh, I., Fishman, D., Garcia-Gasulla, D., Titma, T., Pollastri, G., Capriotti, E., Casadio, R., Capella-Gutierrez, S., Cirillo, D., Del Conte, A., Dimopoulos, A. C., Del Angel, V. D., Dopazo, J., Fariselli, P., Fernandez, J. M., Huber, F., Kreshuk, A., Lenaerts, T., Martelli, P. L., Navarro, A., Broin, P. O., Pinero, J., Piovesan, D., Reczko, M., Ronzano, F., Satagopam, V., Savojardo, C., Spiwok, V., Tangaro, M. A., Tartari, G., Salgado, D., Valencia, A., Zambelli, F., Harrow, J., Psomopoulos, F. E., Tosatto, S. C. E.

Publikováno v: UPCommons. Portal del coneixement obert de la UPC
ORCID
arXiv.org e-Print Archive
Archivio istituzionale della ricerca-Alma Mater Studiorum Università di Bologna
Archivio Istituzionale della Ricerca dell'Università degli Studi di Milano
Universitat Politècnica de Catalunya (UPC)
Nature Methods

Supervised machine learning is widely used in biology and deserves more scrutiny. We present a set of community-wide recommendations (DOME) aiming to help establish standards of supervised machine learning validation in biology. Formulated as questio

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::7e3820fb0b766649020b580b623bdf29
https://doi.org/10.1038/s41592-021-01205-4

Tento výsledek nelze pro nepřihlášené uživatele zobrazit.
K zobrazení výsledku je třeba se přihlásit.

Editing Knowledge Resources: The Wiki Way

Autor: Marchetti A. [1], Tesconi M. [1], Ronzano F. [2]

Publikováno v: 20th ACM Conference on Information and Knowledge Management (CIKM), pp. 2533–2536, Glasgow, United Kingdom, October 24-28, 2011
info:cnr-pdr/source/autori:Marchetti A. [1], Tesconi M. [1], Ronzano F. [2]/congresso_nome:20th ACM Conference on Information and Knowledge Management (CIKM)/congresso_luogo:Glasgow, United Kingdom/congresso_data:October 24-28, 2011/anno:2011/pagina_da:2533/pagina_a:2536/intervallo_pagine:2533–2536

The creation, customization, and maintenance of knowledgeresources are essential for fostering the full deployment ofLanguage Technologies. The de nition and re nement ofknowledge resources are time- and resource-consuming activities.In this paper we

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=cnr_________::754f0fa118cfbcaf0e7387c49fba088a
http://www.cnr.it/prodotto/i/203766

Bootstrapping and Collaboratively Enriching the Italian Domain WordNet through the WiKyoto Knowledge Editor

Autor: Ronzano F., Monachini M., Marchetti A., Tesconi M., Calzolari N.

Publikováno v: Multilinguality and Interoperability in Language Processing with Emphasis on Romanian, edited by Tufis D.; Forascu I., pp. 181–208. Bucharest: Romanian Academy Publishing House, 2010
info:cnr-pdr/source/autori:Ronzano F.; Monachini M.; Marchetti A.; Tesconi M.; Calzolari N./titolo:Bootstrapping and Collaboratively Enriching the Italian Domain WordNet through the WiKyoto Knowledge Editor/titolo_volume:Multilinguality and Interoperability in Language Processing with Emphasis on Romanian/curatori_volume:Tufis D.; Forascu I./editore: /anno:2010

Enhancing the development of multilingual resources is of utmost importance for use in computer applications. The need of ever growing resources for effective multilingual content processing has given impulse to a radical change in the perspective of

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=cnr_________::3f8ca6a2b82d2184c6753467d1317583
https://publications.cnr.it/doc/169862

KAFnotator: a multilingual semantic text annotation tool

Autor: Tesconi M., Ronzano F., Minutoli S., Marchetti A., Aliprandi C.

Publikováno v: The Second International Conference on Global Interoperability for Language Resources, Hong Kong, 2010
info:cnr-pdr/source/autori:Tesconi M.; Ronzano F.; Minutoli S.; Marchetti A.; Aliprandi C./congresso_nome:The Second International Conference on Global Interoperability for Language Resources/congresso_luogo:Hong Kong/congresso_data:2010/anno:2010/pagina_da:/pagina_a:/intervallo_pagine

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=cnr_________::1c7f00b9a66ae04a3e7e20c78eff58d0
http://www.cnr.it/prodotto/i/112274