Archivio Istituzionale della RicercaMASTRANTONIO, GIANLUCA
MASTRANTONIO, GIANLUCA
Dipartimento di Scienze Matematiche
041089
Integrating deep learning and spatial statistics in marine ecosystem monitoring
2026 Sangiovanni, Gian Mario; Mastrantonio, Gianluca; Pollice, Alessio; Ventura, Daniele; Jona Lasinio, Giovanna
Modeling Benthic Animals in Space and Time Using Bayesian Point Process With Cross Validation: The Case of Holoturians
2026 Poggio, Daniele; Mario Sangiovanni, Gian; Mastrantonio, Gianluca; Jona Lasinio, Giovanna; Casoli, Edoardo; Moro, Stefano; Ventura, Daniele
Bayesian inference for latent spectral shapes
2025 Valente, Daria; Yip, Hiu Ching; Mastrantonio, Gianluca; Bibbona, Enrico; Friard, Olivier; Gamba, Marco
Detecting habitat preferences and monitoring population dynamics of sea cucumbers in coastal ecosystems through underwater photogrammetry
2025 Ventura, Daniele; Rakaj, Arnold; Lasinio, Giovanna Jona; Sangiovanni, Gian Mario; Poggio, Daniele; Mastrantonio, Gianluca; Pollice, Alessio; Grasso, Gaia; Casoli, Edoardo; Mancini, Gianluca; Pace, Daniela Silvia; Mohan, Midhun; Valente, Tommaso; Belluscio, Andrea; Ardizzone, Giandomenico; Moro, Stefano
Estimating the Optimal Time to Perform a Positron Emission Tomography With Prostate‐Specific Membrane Antigen in Prostatectomized Patients, Based on Data From Clinical Practice
2025 Amongero, Martina; Mastrantonio, Gianluca; De Luca, Stefano; Gasparini, Mauro
The diel niche of brown bears: constraints on adaptive capacity in human-modified landscapes
2025 Donatelli, Aurora; Ćirović, Duško; Haroldson Mark, A.; Huber, Đuro; Kindberg, Jonas; Kojola, Ilpo; Kusak, Josip; Mastrantonio, Gianluca; Ordiz, Andrés; Reljić, Slaven; Santini, Luca; Van Manen Frank, T.; Ciucci, Paolo
Bayesian size-and-shape regression modelling
2024 Di Noia, Antonio; Mastrantonio, Gianluca; Jona Lasinio, Giovanna
Multiple latent clustering model for the inference of RNA life-cycle kinetic rates from sequencing data
2024 Mastrantonio, Gianluca; Bibbona, Enrico; Furlan, Mattia
Detecting trends in seagrass cover through aerial imagery interpretation: Historical dynamics of a Posidonia oceanica meadow subjected to anthropogenic disturbance
2023 Mancini, G; Mastrantonio, G; Pollice, A; Lasinio, Gj; Belluscio, A; Casoli, E; Pace, Ds; Ardizzone, G; Ventura, D
A Dirichlet process model for change‐point detection with multivariate bioclimatic data
2022 Mastrantonio, Gianluca; Jona Lasinio, Giovanna; Pollice, Alessio; Teodonio, Lorenzo; Capotorti, Giulia
Circadian activity of small brown bear populations living in human-dominated landscapes
2022 Donatelli, Aurora; Mastrantonio, Gianluca; Ciucci, Paolo
Modeling animal movement with directional persistence and attractive points
2022 Mastrantonio, Gianluca
The modelling of movement of multiple animals that share behavioural features
2022 Mastrantonio, Gianluca
Cost of coexisting with a relict large carnivore population: Impact of apennine brown bears, 2005–2015
2021 Galluzzi, A.; Donfrancesco, V.; Mastrantonio, G.; Sulli, C.; Ciucci, P.
CircSpaceTime: an R package for spatial and spatio-temporal modelling of circular data
2020 Jona Lasinio, Giovanna; Santoro, Mario; Mastrantonio, Gianluca
A hierarchical multivariate spatio-temporal model for clustered climate data with annual cycles
2019 Mastrantonio, G.; Lasinio, G. J.; Pollice, A.; Capotorti, G.; Teodonio, L.; Genova, G.; DI BLASI, Colomba
A spatial risk assessment model framework for incursion of exotic animal disease into the European Union Member States
2019 Simons, R. R. L.; Horigan, V.; Ip, S.; Taylor, R. A.; Crescio, M. I.; Maurella, C.; Mastrantonio, G.; Bertolini, S.; Ru, G.; Cook, C.; Adkin, A.
Correlates of parasites and pseudoparasites in wolves (Canis lupus) across continents: A comparison among Yellowstone (USA), Abruzzo (IT) and Mercantour (FR) national parks
2019 Molnar, B.; Ciucci, P.; Mastrantonio, G.; Betschart, B.
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)
2019 Estrada-Pena, A.; Adkin, A.; Bertolini, S.; Cook, C.; Crescio, M. I.; Grosbois, V.; Horigan, V.; Ip, S.; Leger, A.; Mastrantonio, G.; Maurella, C.; de Nardi, M.; Ru, G.; Simons, R.; Snary, E.; Staerk, K.; Taylor, R.; Smith, G. C.
Invariance properties and statistical inference for circular data
2019 Mastrantonio, G.; Lasinio, G. J.; Maruotti, A.; Calise, G.
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| Integrating deep learning and spatial statistics in marine ecosystem monitoring / Sangiovanni, Gian Mario; Mastrantonio, Gianluca; Pollice, Alessio; Ventura, Daniele; Jona Lasinio, Giovanna. - In: ENVIRONMENTAL AND ECOLOGICAL STATISTICS. - ISSN 1352-8505. - (2026). [10.1007/s10651-026-00732-7] | 1-gen-2026 | Mastrantonio, Gianluca + | s10651-026-00732-7.pdf |
| Modeling Benthic Animals in Space and Time Using Bayesian Point Process With Cross Validation: The Case of Holoturians / Poggio, Daniele; Mario Sangiovanni, Gian; Mastrantonio, Gianluca; Jona Lasinio, Giovanna; Casoli, Edoardo; Moro, Stefano; Ventura, Daniele. - In: ENVIRONMETRICS. - ISSN 1180-4009. - ELETTRONICO. - 37:3(2026), pp. 1-11. [10.1002/env.70096] | 1-gen-2026 | Daniele PoggioGianluca Mastrantonio + | Environmetrics+-+2026+-+Poggio+-+Modeling+Benthic+Animals+in+Space+and+Time+Using+Bayesian+Point+Process+With+Cross+(1) (2).pdf |
| Bayesian inference for latent spectral shapes / Valente, D., Yip, H.C., Mastrantonio, G., Bibbona, E., Friard, O., Gamba, M.. - In: JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C-APPLIED STATISTICS. - ISSN 0035-9254. - ELETTRONICO. - (2025), pp. 1-19. [10.1093/jrsssc/qlaf057] | 1-gen-2025 | Hiu Ching YipGianluca MastrantonioEnrico Bibbona + | pubblicato_qlaf057.pdf |
| Detecting habitat preferences and monitoring population dynamics of sea cucumbers in coastal ecosystems through underwater photogrammetry / Ventura, D., Rakaj, A., Lasinio, G.J., Sangiovanni, G.M., Poggio, D., Mastrantonio, G., Pollice, A., Grasso, G., Casoli, E., Mancini, G., Pace, D.S., Mohan, M., Valente, T., Belluscio, A., Ardizzone, G., Moro, S.. - In: JOURNAL OF ENVIRONMENTAL MANAGEMENT. - ISSN 1095-8630. - ELETTRONICO. - 377:(2025), pp. 1-13. [10.1016/j.jenvman.2025.124589] | 1-gen-2025 | Poggio, DanieleMastrantonio, Gianluca + | Detecting habitat preferences and monitoring population dynamics of sea cucumbers in coastal ecosystems through underwater photogrammetry.pdf |
| Estimating the Optimal Time to Perform a Positron Emission Tomography With Prostate‐Specific Membrane Antigen in Prostatectomized Patients, Based on Data From Clinical Practice / Amongero, M., Mastrantonio, G., De Luca, S., Gasparini, M.. - In: BIOMETRICAL JOURNAL. - ISSN 0323-3847. - 67:3(2025), pp. 1-19. [10.1002/bimj.70058] | 1-gen-2025 | Amongero, MartinaMastrantonio, GianlucaGasparini, Mauro + | Biometrical J - 2025 - Amongero - Estimating the Optimal Time to Perform a Positron Emission Tomography With.pdf |
| The diel niche of brown bears: constraints on adaptive capacity in human-modified landscapes / Donatelli, A., Ćirović, D., Haroldson Mark, A., Huber, Đ., Kindberg, J., Kojola, I., Kusak, J., Mastrantonio, G., Ordiz, A., Reljić, S., Santini, L., Van Manen Frank, T., Ciucci, P.. - In: ECOGRAPHY. - ISSN 1600-0587. - (2025), pp. 1-15. [10.1002/ecog.07979] | 1-gen-2025 | Mastrantonio Gianluca + | Ecography - 2025 - Donatelli - The diel niche of brown bears constraints on adaptive capacity in human‐modified landscapes.pdf |
| Bayesian size-and-shape regression modelling / Di Noia, A., Mastrantonio, G., Jona Lasinio, G.. - In: STATISTICS & PROBABILITY LETTERS. - ISSN 0167-7152. - 204:(2024), pp. 1-4. [10.1016/j.spl.2023.109928] | 1-gen-2024 | Mastrantonio, Gianluca + | SizeandShapeElsevier_Article (8).pdf; main.pdf |
| Multiple latent clustering model for the inference of RNA life-cycle kinetic rates from sequencing data / Mastrantonio, G., Bibbona, E., Furlan, M.. - In: THE ANNALS OF APPLIED STATISTICS. - ISSN 1932-6157. - 18:4(2024). [10.1214/24-aoas1945] | 1-gen-2024 | Mastrantonio, GianlucaBibbona, EnricoFurlan, Mattia | 2024 - Multiple latent clustering model for the inference of RNA life-cycle kinetic rates from sequencing data.pdf |
| Detecting trends in seagrass cover through aerial imagery interpretation: Historical dynamics of a Posidonia oceanica meadow subjected to anthropogenic disturbance / Mancini, G., Mastrantonio, G., Pollice, A., Lasinio, G.j., Belluscio, A., Casoli, E., Pace, D.s., Ardizzone, G., Ventura, D.. - In: ECOLOGICAL INDICATORS. - ISSN 1470-160X. - 150:(2023), pp. 1-11. [10.1016/j.ecolind.2023.110209] | 1-gen-2023 | Mastrantonio, G + | 2023 - Detecting trends in seagrass cover through aerial imagery interpretation.pdf |
| A Dirichlet process model for change‐point detection with multivariate bioclimatic data / Mastrantonio, G., Jona Lasinio, G., Pollice, A., Teodonio, L., Capotorti, G.. - In: ENVIRONMETRICS. - ISSN 1180-4009. - 33:1(2022). [10.1002/env.2699] | 1-gen-2022 | Gianluca Mastrantonio + | Environmetrics - 2021 - Mastrantonio - A Dirichlet process model for change‐point detection with multivariate bioclimatic.pdf |
| Circadian activity of small brown bear populations living in human-dominated landscapes / Donatelli, A., Mastrantonio, G., Ciucci, P.. - In: SCIENTIFIC REPORTS. - ISSN 2045-2322. - 12:1(2022). [10.1038/s41598-022-20163-1] | 1-gen-2022 | Mastrantonio, Gianluca + | 2022 - Donatelli_et_al-2022-Scientific_Reports.pdf |
| Modeling animal movement with directional persistence and attractive points / Mastrantonio, G.. - In: THE ANNALS OF APPLIED STATISTICS. - ISSN 1932-6157. - STAMPA. - 16:3(2022). [10.1214/21-AOAS1584] | 1-gen-2022 | Mastrantonio, Gianluca | 2022 - MODELING ANIMAL MOVEMENT WITH DIRECTIONAL PERSISTENCE AND ATTRACTIVE POINTS.pdf; FinalPaper.pdf |
| The modelling of movement of multiple animals that share behavioural features / Mastrantonio, G.. - In: JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C-APPLIED STATISTICS. - ISSN 0035-9254. - (2022). [10.1111/rssc.12561] | 1-gen-2022 | Mastrantonio, Gianluca | Royal Stata Society Series C - 2022 - Mastrantonio - The modelling of movement of multiple animals that share behavioural.pdf |
| Cost of coexisting with a relict large carnivore population: Impact of apennine brown bears, 2005–2015 / Galluzzi, A., Donfrancesco, V., Mastrantonio, G., Sulli, C., Ciucci, P.. - In: ANIMALS. - ISSN 2076-2615. - 11:5(2021), p. 1453. [10.3390/ani11051453] | 1-gen-2021 | Mastrantonio G. + | animals-11-01453 (1).pdf |
| CircSpaceTime: an R package for spatial and spatio-temporal modelling of circular data / Jona Lasinio, G., Santoro, M., Mastrantonio, G.. - In: JOURNAL OF STATISTICAL COMPUTATION AND SIMULATION. - ISSN 0094-9655. - 90:7(2020), pp. 1315-1345. [10.1080/00949655.2020.1725008] | 1-gen-2020 | Gianluca Mastrantonio + | 2020 CircSpaceTime an R package for spatial and spatio temporal modelling of circular data.pdf; 2001.00405.pdf |
| A hierarchical multivariate spatio-temporal model for clustered climate data with annual cycles / Mastrantonio, G., Lasinio, G.J., Pollice, A., Capotorti, G., Teodonio, L., Genova, G., DI BLASI, C.. - In: THE ANNALS OF APPLIED STATISTICS. - ISSN 1932-6157. - 13:2(2019), pp. 797-823. [10.1214/18-AOAS1212] | 1-gen-2019 | Mastrantonio G.DI BLASI, COLOMBA + | 2019 - A HIERARCHICAL MULTIVARIATE SPATIO-TEMPORAL MODEL FOR CLUSTERED CLIMATE DATA WITH ANNUAL CYCLES.pdf; 1801.00274.pdf |
| A spatial risk assessment model framework for incursion of exotic animal disease into the European Union Member States / Simons, R.R.L., Horigan, V., Ip, S., Taylor, R.A., Crescio, M.I., Maurella, C., Mastrantonio, G., Bertolini, S., Ru, G., Cook, C., Adkin, A.. - In: MICROBIAL RISK ANALYSIS. - ISSN 2352-3522. - 13:(2019). [10.1016/j.mran.2019.05.001] | 1-gen-2019 | Mastrantonio G. + | 2019 - SOCIAL NETWORK ANALYSIS AND RISK ASSESSMENT- AN EXAMPLE OF INTRODUCING AN EXOTIC ANIMAL DISEASE IN ITALY.pdf |
| Correlates of parasites and pseudoparasites in wolves (Canis lupus) across continents: A comparison among Yellowstone (USA), Abruzzo (IT) and Mercantour (FR) national parks / Molnar, B., Ciucci, P., Mastrantonio, G., Betschart, B.. - In: INTERNATIONAL JOURNAL FOR PARASITOLOGY. PARASITES AND WILDLIFE. - ISSN 2213-2244. - 10:(2019), pp. 196-206. [10.1016/j.ijppaw.2019.09.002] | 1-gen-2019 | Mastrantonio G. + | 2019 - Correlates of parasites and pseudoparasites in wolves.pdf |
| 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) / Estrada-Pena, A., Adkin, A., Bertolini, S., Cook, C., Crescio, M.I., Grosbois, V., Horigan, V., Ip, S., Leger, A., Mastrantonio, G., Maurella, C., de Nardi, M., Ru, G., Simons, R., Snary, E., Staerk, K., Taylor, R., Smith, G.C.. - In: MICROBIAL RISK ANALYSIS. - ISSN 2352-3522. - 13:(2019). [10.1016/j.mran.2018.12.001] | 1-gen-2019 | Mastrantonio G. + | 2019 - Evaluating a mixed abi.pdf |
| Invariance properties and statistical inference for circular data / Mastrantonio, G., Lasinio, G.J., Maruotti, A., Calise, G.. - In: STATISTICA SINICA. - ISSN 1017-0405. - 29:1(2019), pp. 67-80. [10.5705/ss.202016.0067] | 1-gen-2019 | Mastrantonio G. + | 2019 - Invariance properies.pdf; Paper.pdf |