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  1. Machine learning approaches for asthma exacerbation predictions: a systematic review

    Article • Artificial Intelligence Review, March 2026, Springer Science + Business Media

    gianluca sottile

  2. Functional Data Analysis and Machine Learning for the Traceability of Italian Sheep Milk

    Article • January 2026, Springer Science + Business Media

    gianluca sottile

  3. Functional Gaussian graphical regression models for air quality data

    Article • Journal of the Royal Statistical Society Series C (Applied Statistics), August 2025, Oxford University Press (OUP)

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  4. New Trends in Functional Statistics and Related Fields

    Article • January 2025, Springer Science + Business Media

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  5. Statistics for Innovation III

    Article • January 2025, Springer Science + Business Media

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  6. Time Series Bootstrap for Renewable Energy Analysis in Power Grid Optimization

    Article • January 2025, Springer Science + Business Media

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  7. A Novel Spectral Density Operator Approach to Unveil Dynamic Time Dependencies in Multivariate Long-Term ECGs

    Article • January 2025, Springer Science + Business Media

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  8. Sparse inference of the human haematopoietic system from heterogeneous and partially observed genomic data

    Article • Journal of the Royal Statistical Society Series C (Applied Statistics), October 2024, Oxford University Press (OUP)

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  9. A high-density genome-wide approach reveals novel genetic markers linked to small ruminant lentivirus susceptibility in sheep

    Article • Frontiers in Genetics, June 2024, Frontiers

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  10. Influence of season and photoperiod in severe dog attack cases on humans in a Mediterranean climate region

    Article • Journal of Veterinary Behavior, May 2024, Elsevier

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  11. A comprehensive environmental exposure indicator and respiratory health in asthmatic children: a case study

    Article • Environmental and Ecological Statistics, March 2024, Springer Science + Business Media

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  12. Analyzing post modern consumer behavior and beef consumption patterns: Insights from Sicilian market

    Article • Future Foods, December 2023, Elsevier

    gianluca sottile

  13. Joint modelling of non-crossing additive quantile regression via constrained B-spline varying coefficients

    Article • Statistical Modelling, August 2023, SAGE Publications

    gianluca sottile, Vito M.R. Muggeo

  14. A 10-year retrospective analysis (2012-2021) of hospitalizations resulting from dog bites in Southern Italy

    Article • Frontiers in Veterinary Science, February 2023, Frontiers

    gianluca sottile

  15. cglasso: An R Package for Conditional Graphical Lasso Inference with Censored and Missing Values

    Article • Journal of Statistical Software, January 2023, Foundation for Open Access Statistic

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  16. The neglected status of the vermetid reefs in the Mediterranean Sea: A systematic map

    Article • Ecological Indicators, October 2022, Elsevier

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  17. Robust estimation and regression with parametric quantile functions

    Article • Computational Statistics & Data Analysis, July 2022, Elsevier

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  18. A multivariate statistical test for differential expression analysis

    Article • Scientific Reports, May 2022, Springer Science + Business Media

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  19. Statistical Modelling to Monitor and to Predict the Epidemic Evolution

    Article • January 2022, Springer Science + Business Media

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  20. Parametric estimation of non-crossing quantile functions

    Article • Statistical Modelling, September 2021, SAGE Publications

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  21. A PCA-based clustering algorithm for the identification of stratiform and convective precipitation at the event scale: an application to the sub-hourly precipitation of Sicily, Italy

    Article • Stochastic Hydrology and Hydraulics, June 2021, Springer Science + Business Media

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  22. Activation-Induced Rigidity in Neurologically and Cognitively Healthy Individuals Aged 18–90 Years: A Cross-Sectional Study

    Article • Journal of Parkinson’s Disease, April 2021, IOS Press

    gianluca sottile

  23. A model-based approach for assessing bronchodilator responsiveness in children: The conventional cutoff revisited

    Article • Journal of Allergy and Clinical Immunology, February 2021, Elsevier

    Vito M.R. Muggeo, gianluca sottile

  24. CLADAG 2021 BOOK OF ABSTRACTS AND SHORT PAPERS

    Article • January 2021, Firenze University Press

    Professor Maurizio Carpita, gianluca sottile

  25. APOE Genotypes and Brain Imaging Classes in Normal Cognition, Mild Cognitive Impairment, and Alzheimer’s Disease: A Longitudinal Study

    Article • Current Alzheimer Research, December 2020, Bentham Science Publishers

    gianluca sottile, rosolino camarda

  26. Migration and students' performance: detecting geographical differences following a curves clustering approach

    Article • Journal of Applied Statistics, November 2020, Taylor & Francis

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  27. Refining the genetic structure and relationships of European cattle breeds through meta-analysis of worldwide genomic SNP data, focusing on Italian cattle

    Article • Scientific Reports, September 2020, Springer Science + Business Media

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  28. The conditional censored graphical lasso estimator

    Article • Statistics and Computing, May 2020, Springer Science + Business Media

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  29. Genome‐wide detection of signatures of selection in three Valdostana cattle populations

    Article • Journal of Animal Breeding and Genetics, March 2020, Wiley

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  30. Genome-Wide Analyses Identifies Known and New Markers Responsible of Chicken Plumage Color

    Article • Animals, March 2020, MDPI AG

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  31. Genome‐wide analyses reveal the regions involved in the phenotypic diversity in Sicilian pigs

    Article • Animal Genetics, December 2019, Wiley

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  32. Isolated, Subtle Neurological Abnormalities in Mild Cognitive Impairment Types

    Article • Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques, October 2019, Cambridge University Press

    gianluca sottile

  33. Mild Parkinsonian Signs in a Hospital-based Cohort of Mild Cognitive Impairment Types: A Cross-sectional Study

    Article • Current Alzheimer Research, September 2019, Bentham Science Publishers

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  34. A combined genome-wide approach identifies a new potential candidate marker associated with the coat color sidedness in cattle

    Article • Livestock Science, July 2019, Elsevier

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  35. Combined approaches to identify genomic regions involved in phenotypic differentiation between low divergent breeds: Application in Sardinian sheep populations

    Article • Journal of Animal Breeding and Genetics, June 2019, Wiley

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  36. Genome-wide association study between CNVs and milk production traits in Valle del Belice sheep

    Article • PLOS One, April 2019, PLOS

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  37. The Induced Smoothed lasso: A practical framework for hypothesis testing in high dimensional regression

    Article • Statistical Methods in Medical Research, April 2019, SAGE Publications

    gianluca sottile, Vito M.R. Muggeo

  38. A penalized approach to covariate selection through quantile regression coefficient models

    Article • Statistical Modelling, March 2019, SAGE Publications

    gianluca sottile

  39. Nociceptive Primitive Reflexes in Neurologically and Cognitively Healthy Aging Subjects

    Article • Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques, February 2019, Cambridge University Press

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  40. Genome‐wide analysis identifies potentially causative genes explaining the phenotypic variability in Pinzirita sheep

    Article • Animal Genetics, January 2019, Wiley

    Professor Donata Marletta, gianluca sottile

  41. An association analysis to identify genetic variants linked to asthma and rhino-conjunctivitis in a cohort of Sicilian children

    Article • Italian Journal of Pediatrics, January 2019, Springer Science + Business Media

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  42. Association Between Atrophy of the Caudate Nuclei, Global Brain Atrophy, Cerebral Small Vessel Disease and Mild Parkinsonian Signs in Neurologically and Cognitively Healthy Subjects Aged 45-84 Years: A Crosssectional Study

    Article • Current Alzheimer Research, September 2018, Bentham Science Publishers

    gianluca sottile

  43. Genome-wide association study reveals the locus responsible for microtia in Valle del Belice sheep breed

    Article • Animal Genetics, August 2018, Wiley

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  44. Clusters of effects curves in quantile regression models

    Article • Computational Statistics, May 2018, Springer Science + Business Media

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  45. Runs of homozygosity reveal genome-wide autozygosity in Italian sheep breeds

    Article • Animal Genetics, January 2018, Wiley

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  46. Genome-wide scan for runs of homozygosity identifies potential candidate genes associated with local adaptation in Valle del Belice sheep

    Article • Génétique Sélection Évolution, November 2017, Springer Science + Business Media

    gianluca sottile

  47. Penalized classification for optimal statistical selection of markers from high-throughput genotyping: application in sheep breeds

    Article • animal, October 2017, Cambridge University Press

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