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Better trees: an empirical study on hyperparameter tuning of classification decision tree induction algorithms
Better trees: an empirical study on hyperparameter tuning of classification decision tree induction algorithms
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Better trees: an empirical study on hyperparameter tuning of classification decision tree induction algorithms

Gomes Mantovani, Rafael ; Horváth, Tomáš ; Rossi, André L. D. ; Cerri, Ricardo ; Barbon Junior, Sylvio ; Vanschoren, Joaquin ; Carvalho, André C. P. L. F. de

Data mining and knowledge discovery, 2024-05, Vol.38 (3), p.1364-1416 [Periódico revisado por pares]

New York: Springer US

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The future is precision medicine-guided diagnoses, preventions and treatments for neurodegenerative diseases
The future is precision medicine-guided diagnoses, preventions and treatments for neurodegenerative diseases
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The future is precision medicine-guided diagnoses, preventions and treatments for neurodegenerative diseases

Rossi, Sharyn L ; Subramanian, Preeti ; Bovenkamp, Diane E

Frontiers in aging neuroscience, 2023-03, Vol.15, p.1128619-1128619 [Periódico revisado por pares]

Switzerland: Frontiers Research Foundation

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Development and training of a machine learning algorithm to identify patients at risk for recurrence following an arthroscopic Bankart repair (CLEARER): protocol for a retrospective, multicentre, cohort study
Development and training of a machine learning algorithm to identify patients at risk for recurrence following an arthroscopic Bankart repair (CLEARER): protocol for a retrospective, multicentre, cohort study
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Development and training of a machine learning algorithm to identify patients at risk for recurrence following an arthroscopic Bankart repair (CLEARER): protocol for a retrospective, multicentre, cohort study

van Spanning, Sanne H ; Verweij, Lukas P E ; Allaart, Laurens J H ; Hendrickx, Laurent A M ; Doornberg, Job N ; Athwal, George S ; Lafosse, Thibault ; Lafosse, Laurent ; van den Bekerom, Michel P J ; Buijze, Geert Alexander ; Flinkillä, T ; Nakagawa, S ; Loppini, M ; Waterman, B R ; Owens, B ; Gotoh, M ; Nakamura, H ; Rossi, L ; Pasqualini, I ; Scheibel, M ; Minkus, M ; Shaha, J S ; Ruiz Ibán, M A ; Li, R T ; Lin, A ; Kleinlugtenbelt, Y V ; Woodmass, J M ; MacDonald, P ; Phadnis, J ; Stone, A ; Hatrick, C ; van Iersel, T P

BMJ open, 2022-09, Vol.12 (9), p.e055346-e055346 [Periódico revisado por pares]

England: British Medical Journal Publishing Group

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4
IT-SNOW: a snow reanalysis for Italy blending modeling, in situ data, and satellite observations (2010–2021)
IT-SNOW: a snow reanalysis for Italy blending modeling, in situ data, and satellite observations (2010–2021)
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IT-SNOW: a snow reanalysis for Italy blending modeling, in situ data, and satellite observations (2010–2021)

Avanzi, Francesco ; Gabellani, Simone ; Delogu, Fabio ; Silvestro, Francesco ; Pignone, Flavio ; Bruno, Giulia ; Pulvirenti, Luca ; Squicciarino, Giuseppe ; Fiori, Elisabetta ; Rossi, Lauro ; Puca, Silvia ; Toniazzo, Alexander ; Giordano, Pietro ; Falzacappa, Marco ; Ratto, Sara ; Stevenin, Hervè ; Cardillo, Antonio ; Fioletti, Matteo ; Cazzuli, Orietta ; Cremonese, Edoardo ; Morra di Cella, Umberto ; Ferraris, Luca

Earth system science data, 2023-02, Vol.15 (2), p.639-660 [Periódico revisado por pares]

Katlenburg-Lindau: Copernicus GmbH

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5
From Actions to Events: A Transfer Learning Approach Using Improved Deep Belief Networks
From Actions to Events: A Transfer Learning Approach Using Improved Deep Belief Networks
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From Actions to Events: A Transfer Learning Approach Using Improved Deep Belief Networks

Roder, Mateus ; Almeida, Jurandy ; de Rosa, Gustavo H ; Passos, Leandro A ; Rossi, André L D ; Papa, João P

arXiv.org, 2022-11

Ithaca: Cornell University Library, arXiv.org

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6
Better Trees: An empirical study on hyperparameter tuning of classification decision tree induction algorithms
Better Trees: An empirical study on hyperparameter tuning of classification decision tree induction algorithms
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Better Trees: An empirical study on hyperparameter tuning of classification decision tree induction algorithms

Rafael Gomes Mantovani ; Horváth, Tomáš ; Rossi, André L D ; Cerri, Ricardo ; Sylvio Barbon Junior ; Vanschoren, Joaquin ; André Carlos Ponce de Leon Ferreira de Carvalho

arXiv.org, 2023-12

Ithaca: Cornell University Library, arXiv.org

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7
Focused navigation for respiratory–motion‐corrected free‐running radial 4D flow MRI
Focused navigation for respiratory–motion‐corrected free‐running radial 4D flow MRI
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Focused navigation for respiratory–motion‐corrected free‐running radial 4D flow MRI

Falcão, Mariana B. L. ; Rossi, Giulia M. C. ; Rutz, Tobias ; Prša, Milan ; Tenisch, Estelle ; Ma, Liliana ; Weiss, Elizabeth K. ; Baraboo, Justin J. ; Yerly, Jérôme ; Markl, Michael ; Stuber, Matthias ; Roy, Christopher W.

Magnetic resonance in medicine, 2023-07, Vol.90 (1), p.117-132 [Periódico revisado por pares]

United States: Wiley Subscription Services, Inc

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8
Escape from X-inactivation in twins exhibits intra- and inter-individual variability across tissues and is heritable
Escape from X-inactivation in twins exhibits intra- and inter-individual variability across tissues and is heritable
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Escape from X-inactivation in twins exhibits intra- and inter-individual variability across tissues and is heritable

Zito, Antonino ; Roberts, Amy L ; Visconti, Alessia ; Rossi, Niccolo' ; Andres-Ejarque, Rosa ; Nardone, Stefano ; El-Sayed Moustafa, Julia S ; Falchi, Mario ; Small, Kerrin S Bartolomei, Marisa S.

PLoS genetics, 2023-02, Vol.19 (2), p.e1010556-e1010556 [Periódico revisado por pares]

United States: Public Library of Science

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9
Global Navigation Satellite System (GNSS) time series and velocities about a slowly convergent margin processed on high-performance computing (HPC) clusters: products and robustness evaluation
Global Navigation Satellite System (GNSS) time series and velocities about a slowly convergent margin processed on high-performance computing (HPC) clusters: products and robustness evaluation
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Global Navigation Satellite System (GNSS) time series and velocities about a slowly convergent margin processed on high-performance computing (HPC) clusters: products and robustness evaluation

Tunini, Lavinia ; Magrin, Andrea ; Rossi, Giuliana ; Zuliani, David

Earth system science data, 2024-02, Vol.16 (2), p.1083-1106 [Periódico revisado por pares]

Katlenburg-Lindau: Copernicus GmbH

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10
Challenges in updating habitat suitability models: An example with the lesser prairie-chicken
Challenges in updating habitat suitability models: An example with the lesser prairie-chicken
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Challenges in updating habitat suitability models: An example with the lesser prairie-chicken

Jarnevich, Catherine S ; Belamaric, Pairsa N ; Fricke, Kent ; Houts, Mike ; Rossi, Liza ; Beauprez, Grant ; Cooper, Brett ; Martin, Russell Bossart, Janice L.

PloS one, 2021-09, Vol.16 (9), p.e0256633-e0256633 [Periódico revisado por pares]

United States: Public Library of Science

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