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2023
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| 1. | Vitelli, Valeria. A novel framework for joint sparse clustering and alignment of functional data. Journal of nonparametric statistics (Print) 2023 p. - UiO |
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2022
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| 2. | Ankill, Jørgen; Aure, Miriam Ragle; Bjørklund, Sunniva; Langberg, Geir Severin Rakh Elvatun; Kristensen, Vessela N.; Vitelli, Valeria; Tekpli, Xavier; Fleischer, Thomas. Epigenetic alterations at distal enhancers are linked to proliferation in human breast cancer. NAR Cancer 2022 ;Volume 4.(1) p. 1-16 OUS UiO KREFTREG |
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| 3. | Brorson, Ina Skaara; Eriksson, Anna Maria; Høgestøl, Einar August; Leikfoss, Ingvild Sørum; Harbo, Hanne-Cathrin Flinstad; Berge, Tone; Vitelli, Valeria; Bos, Steffan Daniel. Global DNA methylation changes in treated and untreated MS patients measured over time. Journal of Neuroimmunology 2022 ;Volume 364. p. - UiO OUS OSLOMET |
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| 4. | Brunetti, Marta; Panagopoulos, Ioannis; Vitelli, Valeria; Andersen, Kristin; Hveem, Tarjei Sveinsgjerd; Davidson, Ben; Eriksson, Ane Gerda Zahl; Trent, Pernille Kristina Bjerre; Heim, Sverre; Micci, Francesca. Endometrial Carcinoma: Molecular Cytogenetics and Transcriptomic Profile. Cancers 2022 ;Volume 14:3536.(14) p. 1-16 UiO OUS |
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| 5. | Cappelletti, Chiara; Eriksson, Anna Maria; Brorson, Ina Skaara; Leikfoss, Ingvild Sørum; Glomstad Kråbøl, Oda; Høgestøl, Einar August; Vitelli, Valeria; Mjaavatten, Olav; Harbo, Hanne-Cathrin Flinstad; Berven, Frode Steingrimsen; Bos-Haugen, Steffan Daniel; Berge, Tone. Quantitative proteomics reveals protein dysregulation during T cell activation in multiple sclerosis patients compared to healthy controls. Clinical Proteomics 2022 ;Volume 19.(1) p. 1-17 OSLOMET UiB OUS UiO |
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| 6. | Salvanos, Panagiotis; Bjørnsson, Helgi David; Vitelli, Valeria; Bragadottir, Ragnheidur; Moe, Morten Carsten; Utheim, Tor Paaske. Autofluorescence Imaging in the Long-Term Follow-Up of Scleral Buckling Surgery for Retinal Detachment. Journal of Ophthalmology 2022 ;Volume 2022. p. - VV UiO OUS |
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| 7. | Vitelli, Valeria. Variational Bayes Pseudo-Mallows approach for Efficient Probabilistic Preference Learning. International Symposium on Nonparametric Statistics; 2022-06-20 - 2022-06-24 UiO |
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| 8. | Vitelli, Valeria; Fleischer, Thomas; Ankill, Jørgen; Arjas, Elja; Frigessi, Arnoldo; Kristensen, Vessela N.; Zucknick, Manuela. Transcriptomic pan-cancer analysis using rank-based Bayesian inference. Molecular Oncology 2022 ;Volume 00.(0) p. 1-16 OUS UiO |
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| 9. | Vitelli, Valeria; Passamonti, Federica; Vantini, Simone; Secchi, Piercesare. A Nonparametric Algorithm for Spatially Dependent Functional Data: Bagging Voronoi for Clustering, Dimensional Reduction, and Regression. Wiley-Blackwell Publishing Inc. 2022 (ISBN 9781119387848) 432 p. Wiley Series in Probability and Statistics(345) UiO |
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| 10. | Ødegaard, Emilie Eliseussen; Fleischer, Thomas; Vitelli, Valeria. Rank-based Bayesian variable selection for genome-wide transcriptomic analyses. Statistics in Medicine 2022 p. 4511-4743 UiO OUS |
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2021
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| 11. | Fineide, Fredrik; Chen, Xiangjun; Bjellaas, Thomas; Vitelli, Valeria; Utheim, Tor Paaske; Jensen, Janicke Liaaen; Galtung, Hilde. 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 2021 ;Volume 22.(16) p. - UiO OUS |
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| 12. | Jeppestøl, Kristin; Vitelli, Valeria; Kirkevold, Marit; Bragstad, Line Kildal. Factors Associated With Care Trajectory Following Acute Functional Decline in Older Home Nursing Care Patients: A Prospective Observational Study. Home Health Care Management & Practice 2021 ;Volume 34.(1) p. 42-51 OSLOMET UiO |
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| 13. | Vitelli, Valeria. Lower-dimensional Bayes Mallows model with application to cancer genomics. 50th Virtual Meeting of the Italian Statistical Society; 2021-06-21 - 2021-06-25 UiO |
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| 14. | Vitelli, Valeria. Rank-based Bayesian inference for transcriptomic analyses in cancer. 8th Nordic-Baltic Biometrics Virtual Conference; 2021-06-07 - 2021-06-09 UiO |
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| 15. | Wickstrøm, Kristin Elisabeth; Vitelli, Valeria; Carr, Ewan; Holten, Aleksander R.; Bendayan, Rebecca; Reiner, Andrew Henry; Bean, Daniel; Searle, Tom; Shek, Anthony; Kraljevic, Zeljko; Teo, James; Dobson, Richard; Tonby, Kristian; Kohn Luque, Alvaro; Amundsen, Erik Koldberg. 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 2021 ;Volume 16.(8) p. 1-13 UiO OUS OSLOMET |
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| 16. | Yazdani, Mazyar; Fiskådal, Jørgen; Chen, Xiangjun; Utheim, Øygunn Aass; Ræder, Sten; Vitelli, Valeria; Utheim, Tor Paaske. Tear film break-up time and dry eye disease severity in a large norwegian cohort. Journal of Clinical Medicine 2021 ;Volume 10.(4) p. 1-16 OUS UiO SSHF SUS |
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2020
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| 17. | Brorson, Ina Skaara; Eriksson, Anna Maria; Leikfoss, Ingvild Sørum; Vitelli, Valeria; Celius, Elisabeth Gulowsen; Luders, Torben; Berge, Tone; Harbo, Hanne Flinstad; Nilsen, Hilde; Bos-Haugen, Steffan Daniël. CD8 + T cell gene expression analysis identifies differentially expressed genes between multiple sclerosis patients and healthy controls. Multiple Sclerosis Journal, Experimental, Translational and Clinical 2020 p. - AHUS OSLOMET OUS UiO |
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| 18. | Chernyakov, Gleb A.; Vitelli, Valeria; Alexandrin, Mikhail Y.; Grachev, Alexei M.; Mikhalenko, Vladimir; Kozachek, Anna V.; Solomina, Olga N.; Matskovsky, Vladimir V.. Dynamics of seasonal patterns in geochemical, isotopic, and meteorological records of the elbrus region derived from functional data clustering. Geography, Environment, Sustainability 2020 ;Volume 13.(3) p. 110-116 UiO |
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| 19. | Engebretsen, Stine; Bogstrand, Stig Tore; Jacobsen, Dag; Vitelli, Valeria; Rimstad, Rune. NEWS2 versus a single-parameter system to identify critically ill medical patients in the emergency department. Resuscitation Plus 2020 ;Volume 3. OUS UiO |
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| 20. | Pladsen, Arne Valebjørg; Nilsen, Gro; Rueda, Oscar M.; Aure, Miriam Ragle; Borgan, Ørnulf; Liestøl, Knut; Vitelli, Valeria; Frigessi Di Rattalma, Arnoldo; Langerød, Anita; Mathelier, Anthony; Engebråten, Olav; Kristensen, Vessela N.; Wedge, David C.; Van Loo, Peter; Caldas, Carlos; Børresen-Dale, Anne-Lise; Russnes, Hege Elisabeth Giercksky; Lingjærde, Ole Christian. DNA copy number motifs are strong and independent predictors of survival in breast cancer. Communications Biology 2020 ;Volume 3. p. - OUS UiO |
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| 21. | Sørensen, Øystein; Crispino, Marta; Liu, Qinghua; Vitelli, Valeria. BayesMallows: An R Package for the Bayesian Mallows Model. The R Journal 2020 ;Volume 12.(1) p. 324-342 UiO |
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| 22. | Tashbayev, Behzod; Utheim, Tor Paaske; Utheim, Øygunn Aass; Ræder, Sten; Jensen, Janicke Cecilie Liaaen; Yazdani, Mazyar; Lagali, Neil Satish; Vitelli, Valeria; Dartt, Darlene Ann; Chen, Xiangjun. Utility of Tear Osmolarity Measurement in Diagnosis of Dry Eye Disease. Scientific Reports 2020 p. 1-7 VV USN OSLOMET OUS UiO SSHF |
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| 23. | Vitelli, Valeria. Probabilistic Preference Learning via the Mallows rank model: some recent advances. STOR-i Annual Conference (https://www.lancaster.ac.uk/stor-i/); 2020-01-09 - 2020-01-10 UiO |
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2019
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| 24. | Bos, Steffan Daniel; Brorson, Ina Skaara; Eriksson, Anna; Leikfoss, Ingvild Sørum; Vitelli, Valeria; Celius, Elisabeth Gulowsen; Luders, Torben; Berge, Tone; Nilsen, Hilde; Harbo, Hanne Flinstad. Differential gene expression analysis of CD8+ T cells from multiple sclerosis patients and healthy controls. American Society of Human Genetics; 2019-10-15 - 2019-10-19 OSLOMET UiO |
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| 25. | Crispino, Marta; Arjas, Elja; Vitelli, Valeria; Barrett, Natasha; Frigessi Di Rattalma, Arnoldo. A Bayesian Mallows approach to nontransitive pair comparison data: How human are sounds?. Annals of Applied Statistics 2019 ;Volume 13.(1) p. 492-519 OUS UiO NMH |
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| 26. | Liu, Qinghua; Crispino, Marta; Scheel, Ida; Vitelli, Valeria; Frigessi Di Rattalma, Arnoldo. Model-based learning from preference data. Annual Review of Statistics and Its Application 2019 ;Volume 6. p. 329-354 UiO |
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2018
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| 27. | Vitelli, Valeria; Sørensen, Øystein; Frigessi, Arnoldo; Arjas, Elja. Probabilistic preference learning with the Mallows rank model. : Journal of Machine Learning Research 2018 45 p. UiO |
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| 28. | Ak, Ronay; Li, Yan-Fu; Vitelli, Valeria; Zio, Enrico. 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 2018 ;Volume 95. p. 213-226 UiO |
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| 29. | Vitelli, Valeria; Sørensen, Øystein; Crispino, Marta; Frigessi Di Rattalma, Arnoldo; Arjas, Elja. Probabilistic preference learning with the Mallows rank model. Journal of machine learning research 2018 ;Volume 18. p. 1-49 UiO OUS |
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2017
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| 30. | Asfaw, Derbachew; Vitelli, Valeria; Sørensen, Øystein; Arjas, Elja; Frigessi, Arnoldo. Time-varying rankings with the Bayesian Mallows model. Stat 2017 ;Volume 6.(1) p. 14-30 UiO |
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| 31. | Aure, Miriam Ragle; Vitelli, Valeria; Jernström, Sandra Johanna; Kumar, Surendra; Krohn, Marit; Due, Eldri Undlien; Haukaas, Tonje Husby; Leivonen, Suvi-Katri; Vollan, Hans Kristian Moen; Luders, Torben; Rødland, Einar Andreas; Vaske, Charles; Zhao, Wei; Møller, Elen Kristine; Nord, Silje; Giskeødegård, Guro F.; Bathen, Tone Frost; Caldas, Carlos; Tramm, Trine; Alsner, Jan; Overgaard, Jens; Geisler, Jürgen; Bukholm, Ida Rashida Khan; Naume, Bjørn; Schlichting, Ellen; Sauer, Torill; Mills, Gordon B.; Kåresen, Rolf; Mælandsmo, Gunhild; Lingjærde, Ole Christian; Frigessi, Arnoldo; Kristensen, Vessela N.; Børresen-Dale, Anne-Lise; Sahlberg, Kristine Kleivi; OSBREAC, Oslo Breast Cancer Consortium. Integrative clustering reveals a novel split in the luminal A subtype of breast cancer with impact on outcome. Breast Cancer Research 2017 ;Volume 19. p. - NTNU OUS UiO AHUS VV |
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| 32. | Brix, Maiken Kirkegaard; Westman, Eric; Simmons, Andrew; Ringstad, Geir; Eide, Per Kristian; Wagner-Larsen, Kari Strøno; Page, Christian; Vitelli, Valeria; Beyer, Mona K.. The Evans' Index revisited: New cut-off levels for use in radiological assessment of ventricular enlargement in the elderly. European Journal of Radiology 2017 ;Volume 95. p. 28-32 UiB HAUKELAND UiO OUS OSLOMET |
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| 33. | Floriello, Davide; Vitelli, Valeria. Sparse clustering of functional data. Journal of Multivariate Analysis 2017 ;Volume 154. p. 1-18 UiO |
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| 34. | Wyller, Vegard Bruun Bratholm; Vitelli, Valeria; Sulheim, Dag; Fagermoen, Frode Even; Winger, Anette; Godang, Kristin; Bollerslev, Jens. Altered neuroendocrine control and association to clinical symptoms in adolescent chronic fatigue syndrome: A cross-sectional study. Journal of Translational Medicine 2017 ;Volume 15.(157) AHUS OSLOMET OUS SI UiO |
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2016
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| 35. | Crispino, Marta; Arjas, Elja; Vitelli, Valeria; Frigessi, Arnoldo. Recommendation from intransitive pairwise comparisons. CEUR Workshop Proceedings 2016 ;Volume 1688. UiO |
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| 36. | Frigessi, Arnoldo; Vitelli, Valeria; Crispino, Marta; Arjas, Elja. Recommendations from non-transitive pairwise comparisons. RecSys 2016; 2016-09-12 UiO |
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| 37. | Abramowicz, Konrad; Arnqvist, Per; Secchi, Piercesare; de Luna, Sara Sjöstedt; Vantini, Simone; Vitelli, Valeria. Clustering misaligned dependent curves applied to varved lake sediment for climate reconstruction. Stochastic environmental research and risk assessment (Print) 2016 ;Volume 31.(1) p. 71-85 UiO |
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| 38. | Lesurf, Robert; Aure, Miriam Ragle; Mørk, Hanne Håberg; Vitelli, Valeria; Lundgren, Steinar; Børresen-Dale, Anne-Lise; Kristensen, Vessela N.; Wärnberg, Fredrik; Hallett, Michael; Sørlie, Therese. Molecular Features of Subtype-Specific Progression from Ductal Carcinoma In Situ to Invasive Breast Cancer. Cell reports 2016 ;Volume 16.(4) p. 1166-1179 AHUS UiO STO NTNU OUS |
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| 39. | Pihlstrøm, Lasse; Morset, Kristina Rebekka; Grimstad, Espen; Vitelli, Valeria; Toft, Mathias. A cumulative genetic risk score predicts progression in Parkinson's disease. Movement Disorders 2016 ;Volume 31.(4) p. 487-490 UiO OUS |
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| 40. | Wyller, Vegard Bruun; Vitelli, Valeria; Sulheim, Dag; Fagermoen, Frode Even; Winger, Anette; Godang, Kristin; Bollerslev, Jens. Altered neuroendocrine control and association to clinical symptoms in adolescent chronic fatigue syndrome: a cross-sectional study. Journal of Translational Medicine 2016 ;Volume 14.(121) OUS UiO AHUS SI OSLOMET |
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2015
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| 41. | Ak, Ronay; Vitelli, Valeria; Zio, Enrico. An Interval-Valued Neural Network Approach for Uncertainty Quantification in Short-Term Wind Speed Prediction. IEEE Transactions on Neural Networks and Learning Systems 2015 ;Volume 26.(11) p. 2787-2800 UiO |
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| 42. | Liu, Jie; Vitelli, Valeria; Zio, Enrico; Seraoui, Redouane. A dynamic weighted RBF-based ensemble for prediction of time series data from nuclear components. International Journal of Prognostics and Health Management 2015 ;Volume 6.(3) p. 1-9 UiO |
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| 43. | Liu, Jie; Vitelli, Valeria; Zio, Enrico; Seraoui, Redouane. A Novel Dynamic-Weighted Probabilistic Support Vector Regression-Based Ensemble for Prognostics of Time Series Data. IEEE Transactions on Reliability 2015 ;Volume 64.(4) p. 1203-1213 UiO |
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| 44. | Secchi, Piercesare; Vantini, Simone; Vitelli, Valeria. Analysis of spatio-temporal mobile phone data: a case study in the metropolitan area of Milan. Statistical Methods & Applications 2015 ;Volume 24.(2) p. 279-300 UiO |
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| 45. | Secchi, Piercesare; Vantini, Simone; Vitelli, Valeria. Rejoinder to the discussion of “Analysis of Spatio-Temporal Mobile Phone Data: a Case Study in the Metropolitan Area of Milan”. Statistical Methods & Applications 2015 ;Volume 24.(2) p. 335-338 UiO |
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2013
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| 46. | Ak, Ronay; Li, Yanfu; Vitelli, Valeria; Zio, Enrico. NSGA-II-Trained Neural Network Approach to the Estimation of Prediction Intervals of Scale Deposition Rate in Oil & Gas Equipment. Expert Systems With Applications 2013 ;Volume 40.(4) p. 1205-1212 UiO |
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| 47. | Baraldo, Stefano; Ieva, F.; Paganoni, Anna Maria; Vitelli, Valeria. Outcome Prediction for Heart Failure Telemonitoring Via Generalized Linear Models with Functional Covariates. Scandinavian Journal of Statistics 2013 ;Volume 40.(3) p. 403-416 UiO |
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| 48. | Ieva, F.; Paganoni, Anna Maria; Pigoli, Davide; Vitelli, Valeria. Multivariate functional clustering for the morphological analysis of electrocardiograph curves. The Journal of the Royal Statistical Society, Series C (Applied Statistics) 2013 ;Volume 62.(3) p. 401-418 UiO |
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| 49. | Liu, Jie; Seraoui, Redouane; Vitelli, Valeria; Zio, Enrico. Nuclear Power Plant Components Condition Monitoring by Probabilistic Support Vector Machine. Annals of Nuclear Energy 2013 ;Volume 56. p. 23-33 UiO |
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| 50. | Secchi, Piercesare; Vantini, Simone; Vitelli, Valeria. Bagging Voronoi classifiers for clustering spatial functional data. International Journal of Applied Earth Observation and Geoinformation 2013 ;Volume 22. p. 53-64 UiO |
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