Valeria Vitelli

Bilde av Valeria Vitelli
English version of this page
Telefon +47 22851011
Brukernavn
Besøksadresse Sognsvannsveien 9 Domus Medica 0372 Oslo
Postadresse Postboks 1122 Blindern 0317 Oslo

Faglige Interesser

  • metoder for høydimensjonale data
  • genomikk
  • analyse av funksjonelle data
Emneord: Biostatistikk, Genetikk og epidemiologi, Kreft

Publikasjoner

  • Yazdani, Mazyar; Fiskådal, Jørgen; Chen, Xiangjun; Utheim, Øygunn Aass; Ræder, Sten & Vitelli, Valeria [Vis alle 7 forfattere av denne artikkelen] (2021). Tear film break-up time and dry eye disease severity in a large norwegian cohort. Journal of Clinical Medicine. ISSN 2077-0383. 10(4), s. 1–16. doi: 10.3390/jcm10040884.
  • Wickstrøm, Kristin Elisabeth; Vitelli, Valeria; Carr, Ewan; Holten, Aleksander R.; Bendayan, Rebecca & Reiner, Andrew Henry [Vis alle 15 forfattere av denne artikkelen] (2021). Regional performance variation in external validation of four prediction models for severity of COVID-19 at hospital admission: An observational multi-centre cohort study. PLOS ONE. ISSN 1932-6203. 16(8), s. 1–13. doi: 10.1371/journal.pone.0255748. Fulltekst i vitenarkiv
  • Fineide, Fredrik; Chen, Xiangjun; Bjellaas, Thomas; Vitelli, Valeria; Utheim, Tor Paaske & Jensen, Janicke Liaaen [Vis alle 7 forfattere av denne artikkelen] (2021). Characterization of lipids in saliva, tears and minor salivary glands of sjögren’s syndrome patients using an hplc/ms‐based approach. International Journal of Molecular Sciences. ISSN 1422-0067. 22(16). doi: 10.3390/ijms22168997. Fulltekst i vitenarkiv
  • Jeppestøl, Kristin; Vitelli, Valeria; Kirkevold, Marit & Bragstad, Line Kildal (2021). Factors Associated With Care Trajectory Following Acute Functional Decline in Older Home Nursing Care Patients: A Prospective Observational Study. Home Health Care Management & Practice. ISSN 1084-8223. 34(1), s. 42–51. doi: 10.1177/10848223211034774.
  • Chernyakov, Gleb A.; Vitelli, Valeria; Alexandrin, Mikhail Y.; Grachev, Alexei M.; Mikhalenko, Vladimir & Kozachek, Anna V. [Vis alle 8 forfattere av denne artikkelen] (2020). Dynamics of seasonal patterns in geochemical, isotopic, and meteorological records of the elbrus region derived from functional data clustering. Geography, Environment, Sustainability. ISSN 2071-9388. 13(3), s. 110–116. doi: 10.24057/2071-9388-2019-180. Fulltekst i vitenarkiv
  • Sørensen, Øystein; Crispino, Marta; Liu, Qinghua & Vitelli, Valeria (2020). BayesMallows: An R Package for the Bayesian Mallows Model. The R Journal. ISSN 2073-4859. 12(1), s. 324–342. doi: 10.32614/RJ-2020-026. Fulltekst i vitenarkiv
  • Brorson, Ina Skaara; Eriksson, Anna Maria; Leikfoss, Ingvild Sørum; Vitelli, Valeria; Celius, Elisabeth Gulowsen & Luders, Torben [Vis alle 10 forfattere av denne artikkelen] (2020). CD8 + T cell gene expression analysis identifies differentially expressed genes between multiple sclerosis patients and healthy controls. Multiple Sclerosis Journal, Experimental, Translational and Clinical. ISSN 2055-2173. doi: 10.1177/2055217320978511. Fulltekst i vitenarkiv
  • Tashbayev, Behzod; Utheim, Tor Paaske; Utheim, Øygunn Aass; Ræder, Sten; Jensen, Janicke Cecilie Liaaen & Yazdani, Mazyar [Vis alle 10 forfattere av denne artikkelen] (2020). Utility of Tear Osmolarity Measurement in Diagnosis of Dry Eye Disease. Scientific Reports. ISSN 2045-2322. s. 1–7. doi: 10.1038/s41598-020-62583-x. Fulltekst i vitenarkiv
  • Pladsen, Arne Valebjørg; Nilsen, Gro; Rueda, Oscar M.; Aure, Miriam Ragle; Borgan, Ørnulf & Liestøl, Knut [Vis alle 18 forfattere av denne artikkelen] (2020). DNA copy number motifs are strong and independent predictors of survival in breast cancer. Communications Biology. ISSN 2399-3642. 3. doi: 10.1038/s42003-020-0884-6. Fulltekst i vitenarkiv
  • Crispino, Marta; Arjas, Elja; Vitelli, Valeria; Barrett, Natasha & Frigessi Di Rattalma, Arnoldo (2019). A Bayesian Mallows approach to nontransitive pair comparison data: How human are sounds? Annals of Applied Statistics. ISSN 1932-6157. 13(1), s. 492–519. doi: 10.1214/18-AOAS1203. Fulltekst i vitenarkiv
  • Liu, Qinghua; Crispino, Marta; Scheel, Ida; Vitelli, Valeria & Frigessi Di Rattalma, Arnoldo (2019). Model-based learning from preference data. Annual Review of Statistics and Its Application. ISSN 2326-8298. 6, s. 329–354. doi: 10.1146/annurev-statistics-031017-100213.
  • Ak, Ronay; Li, Yan-Fu; Vitelli, Valeria & Zio, Enrico (2018). Adequacy assessment of a wind-integrated system using neural network-based interval predictions of wind power generation and load. International Journal of Electrical Power & Energy Systems. ISSN 0142-0615. 95, s. 213–226. doi: 10.1016/j.ijepes.2017.08.012.
  • Vitelli, Valeria; Sørensen, Øystein; Crispino, Marta; Frigessi Di Rattalma, Arnoldo & Arjas, Elja (2018). Probabilistic preference learning with the Mallows rank model. Journal of machine learning research. ISSN 1532-4435. 18, s. 1–49. Fulltekst i vitenarkiv
  • Asfaw, Derbachew; Vitelli, Valeria; Sørensen, Øystein; Arjas, Elja & Frigessi, Arnoldo (2017). Time-varying rankings with the Bayesian Mallows model. Stat. ISSN 2049-1573. 6(1), s. 14–30. doi: 10.1002/sta4.132. Fulltekst i vitenarkiv
  • Brix, Maiken Kirkegaard; Westman, Eric; Simmons, Andrew; Ringstad, Geir; Eide, Per Kristian & Wagner-Larsen, Kari Strøno [Vis alle 9 forfattere av denne artikkelen] (2017). The Evans' Index revisited: New cut-off levels for use in radiological assessment of ventricular enlargement in the elderly. European Journal of Radiology. ISSN 0720-048X. 95, s. 28–32. doi: 10.1016/j.ejrad.2017.07.013.
  • Floriello, Davide & Vitelli, Valeria (2017). Sparse clustering of functional data. Journal of Multivariate Analysis. ISSN 0047-259X. 154, s. 1–18. doi: 10.1016/j.jmva.2016.10.008.
  • Aure, Miriam Ragle; Vitelli, Valeria; Jernström, Sandra Johanna; Kumar, Surendra; Krohn, Marit & Due, Eldri Undlien [Vis alle 34 forfattere av denne artikkelen] (2017). Integrative clustering reveals a novel split in the luminal A subtype of breast cancer with impact on outcome. Breast Cancer Research. ISSN 1465-5411. 19. doi: 10.1186/s13058-017-0812-y. Fulltekst i vitenarkiv
  • Crispino, Marta; Arjas, Elja; Vitelli, Valeria & Frigessi, Arnoldo (2016). Recommendation from intransitive pairwise comparisons. CEUR Workshop Proceedings. ISSN 1613-0073. 1688.
  • Abramowicz, Konrad; Arnqvist, Per; Secchi, Piercesare; de Luna, Sara Sjöstedt; Vantini, Simone & Vitelli, Valeria (2016). Clustering misaligned dependent curves applied to varved lake sediment for climate reconstruction. Stochastic environmental research and risk assessment (Print). ISSN 1436-3240. 31(1), s. 71–85. doi: 10.1007/s00477-016-1287-6.
  • Lesurf, Robert; Aure, Miriam Ragle; Mørk, Hanne Håberg; Vitelli, Valeria; Lundgren, Steinar & Børresen-Dale, Anne-Lise [Vis alle 10 forfattere av denne artikkelen] (2016). Molecular Features of Subtype-Specific Progression from Ductal Carcinoma In Situ to Invasive Breast Cancer. Cell reports. ISSN 2211-1247. 16(4), s. 1166–1179. doi: 10.1016/j.celrep.2016.06.051. Fulltekst i vitenarkiv
  • Pihlstrøm, Lasse; Morset, Kristina Rebekka; Grimstad, Espen; Vitelli, Valeria & Toft, Mathias (2016). A cumulative genetic risk score predicts progression in Parkinson's disease. Movement Disorders. ISSN 0885-3185. 31(4), s. 487–490. doi: 10.1002/mds.26505.
  • Wyller, Vegard Bruun; Vitelli, Valeria; Sulheim, Dag; Fagermoen, Frode Even; Winger, Anette & Godang, Kristin [Vis alle 7 forfattere av denne artikkelen] (2016). Altered neuroendocrine control and association to clinical symptoms in adolescent chronic fatigue syndrome: a cross-sectional study. Journal of Translational Medicine. ISSN 1479-5876. 14(121). doi: 10.1186/s12967-016-0873-1. Fulltekst i vitenarkiv
  • Liu, Jie; Vitelli, Valeria; Zio, Enrico & Seraoui, Redouane (2015). A Novel Dynamic-Weighted Probabilistic Support Vector Regression-Based Ensemble for Prognostics of Time Series Data. IEEE Transactions on Reliability. ISSN 0018-9529. 64(4), s. 1203–1213. doi: 10.1109/TR.2015.2427156.
  • Ak, Ronay; Vitelli, Valeria & Zio, Enrico (2015). An Interval-Valued Neural Network Approach for Uncertainty Quantification in Short-Term Wind Speed Prediction. IEEE Transactions on Neural Networks and Learning Systems. ISSN 2162-237X. 26(11), s. 2787–2800. doi: 10.1109/TNNLS.2015.2396933.
  • Liu, Jie; Vitelli, Valeria; Zio, Enrico & Seraoui, Redouane (2015). A dynamic weighted RBF-based ensemble for prediction of time series data from nuclear components. International Journal of Prognostics and Health Management. ISSN 2153-2648. 6(3), s. 1–9. doi: 10.1109/tr.2015.2427156.
  • Secchi, Piercesare; Vantini, Simone & Vitelli, Valeria (2015). Analysis of spatio-temporal mobile phone data: a case study in the metropolitan area of Milan. Statistical Methods & Applications. ISSN 1618-2510. 24(2), s. 279–300. doi: 10.1007/s10260-014-0294-3.
  • Baraldo, Stefano; Ieva, F.; Paganoni, Anna Maria & Vitelli, Valeria (2013). Outcome Prediction for Heart Failure Telemonitoring Via Generalized Linear Models with Functional Covariates. Scandinavian Journal of Statistics. ISSN 0303-6898. 40(3), s. 403–416. doi: 10.1111/j.1467-9469.2012.00818.x.
  • Secchi, Piercesare; Vantini, Simone & Vitelli, Valeria (2013). Bagging Voronoi classifiers for clustering spatial functional data. International Journal of Applied Earth Observation and Geoinformation. ISSN 1569-8432. 22, s. 53–64. doi: 10.1016/j.jag.2012.03.006.
  • Liu, Jie; Seraoui, Redouane; Vitelli, Valeria & Zio, Enrico (2013). Nuclear Power Plant Components Condition Monitoring by Probabilistic Support Vector Machine. Annals of Nuclear Energy. ISSN 0306-4549. 56, s. 23–33. doi: 10.1016/j.anucene.2013.01.005.
  • Ieva, F.; Paganoni, Anna Maria; Pigoli, Davide & Vitelli, Valeria (2013). Multivariate functional clustering for the morphological analysis of electrocardiograph curves. The Journal of the Royal Statistical Society, Series C (Applied Statistics). ISSN 0035-9254. 62(3), s. 401–418. doi: 10.1111/j.1467-9876.2012.01062.x.
  • Ak, Ronay; Li, Yanfu; Vitelli, Valeria & Zio, Enrico (2013). NSGA-II-Trained Neural Network Approach to the Estimation of Prediction Intervals of Scale Deposition Rate in Oil & Gas Equipment. Expert Systems With Applications. ISSN 0957-4174. 40(4), s. 1205–1212. doi: 10.1016/j.eswa.2012.08.018.
  • Vitelli, Valeria; Sangalli, Laura Maria; Secchi, Piercesare & Vantini, Simone (2010). Functional Clustering and Alignment Methods with Applications. Communications in Applied and Industrial Mathematics. ISSN 2038-0909. 1(1), s. 205–224. Fulltekst i vitenarkiv
  • Vitelli, Valeria; Sangalli, Laura Maria; Secchi, Piercesare & Vantini, Simone (2010). K-means alignment for curve clustering. Computational Statistics & Data Analysis. ISSN 0167-9473. 54(5), s. 1219–1233.

Se alle arbeider i Cristin

  • Vitelli, Valeria (2020). Probabilistic Preference Learning via the Mallows rank model: some recent advances.
  • Bos, Steffan Daniel; Brorson, Ina Skaara; Eriksson, Anna; Leikfoss, Ingvild Sørum; Vitelli, Valeria & Celius, Elisabeth Gulowsen [Vis alle 10 forfattere av denne artikkelen] (2019). Differential gene expression analysis of CD8+ T cells from multiple sclerosis patients and healthy controls .
  • Wyller, Vegard Bruun Bratholm; Vitelli, Valeria; Sulheim, Dag; Fagermoen, Frode Even; Winger, Anette & Godang, Kristin [Vis alle 7 forfattere av denne artikkelen] (2017). Altered neuroendocrine control and association to clinical symptoms in adolescent chronic fatigue syndrome: A cross-sectional study. Journal of Translational Medicine. ISSN 1479-5876. 15(157). doi: 10.1186/s12967-017-1261-1.
  • Frigessi, Arnoldo; Vitelli, Valeria; Crispino, Marta & Arjas, Elja (2016). Recommendations from non-transitive pairwise comparisons.
  • Secchi, Piercesare; Vantini, Simone & Vitelli, Valeria (2015). Rejoinder to the discussion of “Analysis of Spatio-Temporal Mobile Phone Data: a Case Study in the Metropolitan Area of Milan”. Statistical Methods & Applications. ISSN 1618-2510. 24(2), s. 335–338. doi: 10.1007/s10260-015-0325-8.
  • Vitelli, Valeria; Sørensen, Øystein; Frigessi, Arnoldo & Arjas, Elja (2018). Probabilistic preference learning with the Mallows rank model. Journal of Machine Learning Research.

Se alle arbeider i Cristin

Publisert 21. aug. 2013 15:43 - Sist endret 12. des. 2018 10:01