Gianluca Mastrantonio

ERC sectors

• Steering Committe member - Royal Statistical Society - sezione "Emerging Applications", Europeo (2021-)
• Effective member - International Statistical Institute (ISI), Europeo (2019-)
• Effective member - Graspa, Italia (2017-)

• JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION (2020-), Associate Editor of magazine or editorial series

• SCIENZE MATEMATICHE, 2022/2023 (39. ciclo)
  Politecnico di TORINO

• Collegio di Ingegneria Informatica, del Cinema e Meccatronica. Componente
• Collegio di Ingegneria Matematica. Componente

PhD

• Statistical learning. A.A. 2022/23, MATEMATICA PURA E APPLICATA. Teaching assistant
• Statistical learning. A.A. 2021/22, MATEMATICA PURA E APPLICATA. Teaching assistant
• Metodi statistici nei processi di progettazione, produzione e verifica. A.A. 2021/22, GESTIONE, PRODUZIONE E DESIGN. Teaching assistant

Master of Science

• Statistical methods in data science. A.A. 2023/24, DATA SCIENCE AND ENGINEERING. Titolare del corso
• Modelli statistici/Apprendimento statistico (modulo di Apprendimento statistico). A.A. 2023/24, INGEGNERIA MATEMATICA. Titolare del corso
• Modelli statistici/Apprendimento statistico (modulo di Modelli statistici). A.A. 2023/24, INGEGNERIA MATEMATICA. Titolare del corso
• Modelli statistici/Apprendimento statistico (modulo di Apprendimento statistico). A.A. 2022/23, INGEGNERIA MATEMATICA. Titolare del corso
• Modelli statistici/Apprendimento statistico (modulo di Modelli statistici). A.A. 2022/23, INGEGNERIA MATEMATICA. Collaboratore del corso
• Modelli statistici/Apprendimento statistico (modulo di Apprendimento statistico). A.A. 2021/22, INGEGNERIA MATEMATICA. Titolare del corso
• Modelli statistici/Apprendimento statistico (modulo di Modelli statistici). A.A. 2021/22, INGEGNERIA MATEMATICA. Collaboratore del corso
• Data spaces. A.A. 2020/21, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Titolare del corso
• Modelli statistici. A.A. 2020/21, INGEGNERIA MATEMATICA. Collaboratore del corso
• Modelli statistici. A.A. 2019/20, INGEGNERIA MATEMATICA. Collaboratore del corso
• Data spaces. A.A. 2018/19, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso

Bachelor of Science

• Probabilità e statistica. A.A. 2023/24, MATEMATICA PER L'INGEGNERIA. Collaboratore del corso
• Metodi matematici per l'ingegneria. A.A. 2022/23, INGEGNERIA INFORMATICA. Collaboratore del corso
• Probabilità e statistica. A.A. 2022/23, MATEMATICA PER L'INGEGNERIA. Collaboratore del corso
• Probabilità e statistica. A.A. 2021/22, MATEMATICA PER L'INGEGNERIA. Collaboratore del corso
• Probabilità e statistica. A.A. 2020/21, MATEMATICA PER L'INGEGNERIA. Collaboratore del corso
• Statistica. A.A. 2019/20, INGEGNERIA GESTIONALE. Collaboratore del corso
• Probabilità e statistica. A.A. 2019/20, MATEMATICA PER L'INGEGNERIA. Collaboratore del corso
• Statistica. A.A. 2018/19, INGEGNERIA GESTIONALE. Collaboratore del corso

• Statistics and Data Science

• Elena Sabbioni. Programme in Matematica Pura E Applicata (37^th cycle, 2021-in progress)
  Research subject: Bayesian approach for modelling RNA velocity
  
  Statistics
  Statistics
• Hiu Ching Yip. Programme in Matematica Pura E Applicata (36^th cycle, 2020-in progress)

• Di Noia, Antonio; Mastrantonio, Gianluca; Jona Lasinio, Giovanna (2024)
  Bayesian size-and-shape regression modelling. In: STATISTICS & PROBABILITY LETTERS, vol. 204, pp. 1-4. ISSN 0167-7152
  Contributo su Rivista
• Mastrantonio, Gianluca; Jona Lasinio, Giovanna (2023)
  BayesSizeAndShape: a Julia package for Bayesian estimation of Size and Shape data regression models. In: GRASPA 23, Palermo, 10-11 July 2023, pp. 223-227. ISBN: 9791221033892
  Contributo in Atti di Convegno (Proceeding)
• Mancini, G; Mastrantonio, G; Pollice, A; Lasinio, Gj; Belluscio, A; Casoli, E; Pace, Ds; ... (2023)
  Detecting trends in seagrass cover through aerial imagery interpretation: Historical dynamics of a Posidonia oceanica meadow subjected to anthropogenic disturbance. In: ECOLOGICAL INDICATORS, vol. 150, pp. 1-11. ISSN 1470-160X
  Contributo su Rivista
• Sabbioni, Elena; Bibbona, Enrico; Mastrantonio, Gianluca; Sanguinetti, Guido (2023)
  Analyzing RNA data with scVelo: identifiability issues and a Bayesian implementation. In: SIS 2023 - Statistical Learning, Sustainability and Impact Evaluation, Ancona (ITA), 21/06/2023-23/06/2023, pp. 538-543
  Contributo in Atti di Convegno (Proceeding)
• Yip, HIU CHING; Mastrantonio, Gianluca; Bibbona, Enrico; Marco, Gamba; Daria, Valente (2022)
  Nearest Neighbours Gaussian Process Model for Time-Frequency Data: An Application in Bio-acoustic Analysis. In: International Workshop on Statistical Modelling, pp. 603-607. ISBN: 978-88-5511-309-0
  Contributo in Atti di Convegno (Proceeding)
• Donatelli, Aurora; Mastrantonio, Gianluca; Ciucci, Paolo (2022)
  Circadian activity of small brown bear populations living in human-dominated landscapes. In: SCIENTIFIC REPORTS, vol. 12. ISSN 2045-2322
  Contributo su Rivista
• Mastrantonio, Gianluca (2022)
  Modeling animal movement with directional persistence and attractive points. In: THE ANNALS OF APPLIED STATISTICS, vol. 16. ISSN 1932-6157
  Contributo su Rivista
• Mastrantonio, Gianluca (2022)
  The modelling of movement of multiple animals that share behavioural features. In: JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C-APPLIED STATISTICS. ISSN 0035-9254
  Contributo su Rivista
• Mastrantonio, Gianluca; Jona Lasinio, Giovanna; Pollice, Alessio; Teodonio, Lorenzo; ... (2021)
  A Dirichlet process model for change‐point detection with multivariate bioclimatic data. In: ENVIRONMETRICS. ISSN 1180-4009
  Contributo su Rivista
• Amongero, Martina; Bibbona, Enrico; Mastrantonio, Gianluca (2021)
  Analysing the Covid-19 pandemic in Italy with the SIPRO model. In: SIS 2021, pp. 1568-1573. ISBN: 9788891927361
  Contributo in Atti di Convegno (Proceeding)
• Galluzzi, A.; Donfrancesco, V.; Mastrantonio, G.; Sulli, C.; Ciucci, P. (2021)
  Cost of coexisting with a relict large carnivore population: Impact of apennine brown bears, 2005–2015. In: ANIMALS, vol. 11. ISSN 2076-2615
  Contributo su Rivista
• Jona Lasinio, Giovanna; Santoro, Mario; Mastrantonio, Gianluca (2020)
  CircSpaceTime: an R package for spatial and spatio-temporal modelling of circular data. In: JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION, vol. 90, pp. 1315-1345. ISSN 0094-9655
  Contributo su Rivista
• Maurella, C.; Mastrantonio, G.; Bertolini, S.; Crescio, M. I.; Ingravalle, F.; Adkin, ... (2019)
  Social network analysis and risk assessment: An example of introducing an exotic animal disease in Italy. In: MICROBIAL RISK ANALYSIS, vol. 13. ISSN 2352-3522
  Contributo su Rivista
• Mastrantonio, Gianluca; Jona Lasinio, Giovanna; Pollice, Alessio; Capotorti, Giulia; ... (2019)
  Multivariate change-point analysis for climate time series. In: CLADAG 2019, pp. 333-336. ISBN: 9788883171086
  Contributo in Atti di Convegno (Proceeding)
• Jona Lasinio, Giovanna; Santoro, Mario; Mastrantonio, Gianluca (2019)
  CircSpaceTime: an R package for spatial and spatio-temporal modeling of Circular data. In: GRASPA 2019 Conference, pp. 97-99. ISBN: 978-88-97413-34-9
  Contributo in Atti di Convegno (Proceeding)
• Mastrantonio, Gianluca; Jona Lasinio, Giovanna; Pollice, Alessio; Capotorti, Giulia; ... (2019)
  Multivariate change-point analysis for climate time series. In: GRASPA 2019 Conference, pp. 42-43. ISBN: 978-88-97413-34-9
  Contributo in Atti di Convegno (Proceeding)
• Mastrantonio, Gianluca; Jona Lasinio, Giovanna; Pollice, Alessio; Capotorti, Giulia; ... (2019)
  Multivariate change-point analysis for climate time series. In: SIS2019, pp. 415-422. ISBN: 9788891915108
  Contributo in Atti di Convegno (Proceeding)
• Mastrantonio, Gianluca; Grazian, Clara; Mancinelli, Sara; Bibbona, Enrico (2019)
  New formulation of the logistic-Gaussian process to analyze trajectory tracking data. In: THE ANNALS OF APPLIED STATISTICS, vol. 13, pp. 2483-2508. ISSN 1932-6157
  Contributo su Rivista
• Mastrantonio, G.; Lasinio, G. J.; Maruotti, A.; Calise, G. (2019)
  Invariance properties and statistical inference for circular data. In: STATISTICA SINICA, vol. 29, pp. 67-80. ISSN 1017-0405
  Contributo su Rivista
• Jona-Lasinio, Giovanna; Gelfand, Alan E.; Mastrantonio, Gianluca (2019)
  Spatial and spatio-temporal circular processes with application to wave directions. In: Applied Directional Statistics. Modern Methods and Case Studies / Christophe Ley, Thomas Verdebout, S.L., CHAPMAN & HALL/CRC, pp. 129-162. ISBN: 9781138626430
  Contributo in Volume
• Simons, R. R. L.; Horigan, V.; Ip, S.; Taylor, R. A.; Crescio, M. I.; Maurella, C.; ... (2019)
  A spatial risk assessment model framework for incursion of exotic animal disease into the European Union Member States. In: MICROBIAL RISK ANALYSIS, vol. 13. ISSN 2352-3522
  Contributo su Rivista
• Estrada-Pena, A.; Adkin, A.; Bertolini, S.; Cook, C.; Crescio, M. I.; Grosbois, V.; ... (2019)
  Evaluating a mixed abiotic–biotic model for the distribution and host contact rates of an arthropod vector of pathogens: An example with Ixodes ricinus (Ixodidae). In: MICROBIAL RISK ANALYSIS, vol. 13. ISSN 2352-3522
  Contributo su Rivista
• Molnar, B.; Ciucci, P.; Mastrantonio, G.; Betschart, B. (2019)
  Correlates of parasites and pseudoparasites in wolves (Canis lupus) across continents: A comparison among Yellowstone (USA), Abruzzo (IT) and Mercantour (FR) national parks. In: INTERNATIONAL JOURNAL FOR PARASITOLOGY. PARASITES AND WILDLIFE, vol. 10, pp. 196-206. ISSN 2213-2244
  Contributo su Rivista
• Mastrantonio, G.; Lasinio, G. J.; Pollice, A.; Capotorti, G.; Teodonio, L.; Genova, G.; ... (2019)
  A hierarchical multivariate spatio-temporal model for clustered climate data with annual cycles. In: THE ANNALS OF APPLIED STATISTICS, vol. 13, pp. 797-823. ISSN 1932-6157
  Contributo su Rivista
• Mastrantonio, G. (2018)
  The joint projected normal and skew-normal: A distribution for poly-cylindrical data. In: JOURNAL OF MULTIVARIATE ANALYSIS, vol. 165, pp. 14-26. ISSN 0047-259X
  Contributo su Rivista
• Calise, G.; Jona Lasinio, G.; Mastrantonio, G.; Bruschi, A.; Davoli, L. (2018)
  Short term change of sea climate and influence on the littoral of Belvedere Marittimo (Cosenza - Italy). In: ITALIAN JOURNAL OF ENGINEERING GEOLOGY AND ENVIRONMENT, vol. 1, pp. 5-24. ISSN 1825-6635
  Contributo su Rivista
• Jona Lasinio, Giovanna; Mastrantonio, Gianluca (2018)
  Comments on: Process modeling for slope and aspect with application to elevation data maps. In: TEST, vol. 27, pp. 776-777. ISSN 1133-0686
  Contributo su Rivista
• Gazian, Clara; Mastrantonio, Gianluca; Bibbona, Enrico (2018)
  Introducing spatio-temporal dependence in clustering: from a parametric to a nonparametric approach. In: SIS 2018, pp. 239-247. ISBN: 9788891910233
  Contributo in Atti di Convegno (Proceeding)
• Mastrantonio, Gianluca (2017)
  A Flexible Bayesian Model for Clustering Seasonal Time Series With Linear and Circular Components. In: TIES-GRASPA 2017 CONFERENCE On Climate and Environment, pp. 54-54. ISSN 2037-7738
  Contributo in Atti di Convegno (Proceeding)
• Mastrantonio, G.; Jona Lasinio, G.; Maruotti, A.; Calise, G. (2015)
  On initial direction, orientation and discreteness in the analysis of circular variables. In: STATISTICA SINICA. ISSN 1017-0405
  Contributo su Rivista