Luca Oneto - Search Results

Year	Number of Results
2012	1
2013	1
2014	2
2015	2
2016	1
2017	1
2018	1
2021	6
2022	3
2024	0

1

Eleven quick tips for data cleaning and feature engineering.

Chicco D, Oneto L, Tavazzi E. Chicco D, et al. Among authors: oneto l. PLoS Comput Biol. 2022 Dec 15;18(12):e1010718. doi: 10.1371/journal.pcbi.1010718. eCollection 2022 Dec. PLoS Comput Biol. 2022. PMID: 36520712 Free PMC article.

2

A local Vapnik-Chervonenkis complexity.

Oneto L, Anguita D, Ridella S. Oneto L, et al. Neural Netw. 2016 Oct;82:62-75. doi: 10.1016/j.neunet.2016.07.002. Epub 2016 Jul 18. Neural Netw. 2016. PMID: 27474843

3

Natural language processing for aviation safety: extracting knowledge from publicly-available loss of separation reports.

Buselli I, Oneto L, Dambra C, Verdonk Gallego C, García Martínez M, Smoker A, Ike N, Pejovic T, Ruiz Martino P. Buselli I, et al. Among authors: oneto l. Open Res Eur. 2022 Feb 18;1:110. doi: 10.12688/openreseurope.14040.2. eCollection 2021. Open Res Eur. 2022. PMID: 37645142 Free PMC article.

4

Distribution-Dependent Weighted Union Bound.

Oneto L, Ridella S. Oneto L, et al. Entropy (Basel). 2021 Jan 12;23(1):101. doi: 10.3390/e23010101. Entropy (Basel). 2021. PMID: 33445650 Free PMC article.

5

Untargeted LC-HRMS Based-Plasma Metabolomics Reveals 3-O-Methyldopa as a New Biomarker of Poor Prognosis in High-Risk Neuroblastoma.

Barco S, Lavarello C, Cangelosi D, Morini M, Eva A, Oneto L, Uva P, Tripodi G, Garaventa A, Conte M, Petretto A, Cangemi G. Barco S, et al. Among authors: oneto l. Front Oncol. 2022 Jun 10;12:845936. doi: 10.3389/fonc.2022.845936. eCollection 2022. Front Oncol. 2022. PMID: 35756625 Free PMC article.

6

Fully Empirical and Data-Dependent Stability-Based Bounds.

Oneto L, Ghio A, Ridella S, Anguita D. Oneto L, et al. IEEE Trans Cybern. 2015 Sep;45(9):1913-26. doi: 10.1109/TCYB.2014.2361857. Epub 2014 Oct 20. IEEE Trans Cybern. 2015. PMID: 25347893

7

Data analytics and clinical feature ranking of medical records of patients with sepsis.

Chicco D, Oneto L. Chicco D, et al. Among authors: oneto l. BioData Min. 2021 Feb 3;14(1):12. doi: 10.1186/s13040-021-00235-0. BioData Min. 2021. PMID: 33536030 Free PMC article.

8

An Enhanced Random Forests Approach to Predict Heart Failure From Small Imbalanced Gene Expression Data.

Chicco D, Oneto L. Chicco D, et al. Among authors: oneto l. IEEE/ACM Trans Comput Biol Bioinform. 2021 Nov-Dec;18(6):2759-2765. doi: 10.1109/TCBB.2020.3041527. Epub 2021 Dec 8. IEEE/ACM Trans Comput Biol Bioinform. 2021. PMID: 33259306

9

Computational intelligence identifies alkaline phosphatase (ALP), alpha-fetoprotein (AFP), and hemoglobin levels as most predictive survival factors for hepatocellular carcinoma.

Chicco D, Oneto L. Chicco D, et al. Among authors: oneto l. Health Informatics J. 2021 Jan-Mar;27(1):1460458220984205. doi: 10.1177/1460458220984205. Health Informatics J. 2021. PMID: 33504243 Free article.

10

Toward Learning Trustworthily from Data Combining Privacy, Fairness, and Explainability: An Application to Face Recognition.

Franco D, Oneto L, Navarin N, Anguita D. Franco D, et al. Among authors: oneto l. Entropy (Basel). 2021 Aug 14;23(8):1047. doi: 10.3390/e23081047. Entropy (Basel). 2021. PMID: 34441187 Free PMC article.

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