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ORCIDGiovanna Maria Dimitri
2020 – today
- 2025
[j12]Giovanna Maria Dimitri
, Lorenzo Parri, Eleonora Vitanza, Alessandro Pozzebon, Ada Fort, Chiara Mocenni:
WeAIR: Wearable Swarm Sensors for Air Quality Monitoring to Foster Citizens' Awareness of Climate Change. Comput. Stand. Interfaces 94: 104004 (2025)- [c16]Marco Blanchini, Giovanna Maria Dimitri, Lydia Abady, Benedetta Tondi, Tarcisio Lancioni, Mauro Barni:
Semiotic-Based Construction of a Large Emotional Image Dataset with Neutral Samples. WACV 2025: 7552-7561 - 2024
- [j11]Paolo Andreini, Simone Bonechi, Giovanna Maria Dimitri:
Enhancing glomeruli segmentation through cross-species pre-training. Neurocomputing 563: 126947 (2024) - [j10]Filippo Florindi, Pasquale Fedele, Giovanna Maria Dimitri:
A novel solution for the development of a sentimental analysis chatbot integrating ChatGPT. Pers. Ubiquitous Comput. 28(6): 947-960 (2024) - [j9]Lydia Abady, Giovanna Maria Dimitri, Mauro Barni:
A One-Class Classifier for the Detection of GAN Manipulated Multi-Spectral Satellite Images. Remote. Sens. 16(5): 781 (2024) - [c15]Manlio Bacco, Alexander Kocian, Antonino Crivello, Marco Gori, Giovanna Maria Dimitri, Paolo Barsocchi, Gianluca Brunori, Stefano Chessa:
Agricultural Data Space: the METRIQA Platform and a Case Study in the CODECS project. FedCSIS 2024: 543-548 - [c14]Giovanna Maria Dimitri, Irene Cappelli, Franco Scarselli, Ada Fort, Marco Gori:
Graph Neural Networks for Missing Data Imputation in Time Series from Meteorological Sensors. MetroXRAINE 2024: 1242-1247 - 2023
- [j8]Francesco Pucci, Pasquale Fedele, Giovanna Maria Dimitri:
Speech emotion recognition with artificial intelligence for contact tracing in the COVID-19 pandemic. Cogn. Comput. Syst. 5(1): 71-85 (2023) - [j7]Monica Bianchini, Giovanna Maria Dimitri:
Deep learning techniques for biomedical data processing. Intell. Decis. Technol. 17(1): 211-228 (2023) - [j6]Pietro Bongini, Franco Scarselli, Monica Bianchini, Giovanna Maria Dimitri, Niccolò Pancino, Pietro Lió:
Modular Multi-Source Prediction of Drug Side-Effects With DruGNN. IEEE ACM Trans. Comput. Biol. Bioinform. 20(2): 1211-1220 (2023) - [c13]Omran Alamayreh, Jun Wang, Giovanna Maria Dimitri, Benedetta Tondi, Mauro Barni:
A Siamese Based System for City Verification. ECAI 2023: 69-76 - [c12]Omran Alamayreh, Giovanna Maria Dimitri, Jun Wang, Benedetta Tondi, Mauro Barni:
Which Country is This Picture From? New Data and Methods For Dnn-Based Country Recognition. ICASSP 2023: 1-5 - [c11]Stefano Chessa, Giovanna Maria Dimitri, Marco Gori, Alexander Kocian:
WoA: An Infrastructural, Web-Based Approach to Digital Agriculture. ISAmI 2023: 113-122 - [c10]Giovanna Maria Dimitri, Lorenzo Parri, Alessandro Pozzebon, Eleonora Vitanza, Ada Fort, Chiara Mocenni:
WeAIR: Wearable Swarm Sensors for Air Quality Monitoring to Foster Citizens' Awareness of Climate Change. MetroXRAINE 2023: 98-103 - [i7]Giovanna Maria Dimitri:
Is Facebook regionally a small world network? CoRR abs/2301.04916 (2023) - [i6]Giovanna Maria Dimitri, Simeon E. Spasov, Andrea Duggento, Luca Passamonti, Pietro Liò, Nicola Toschi:
Multimodal and multicontrast image fusion via deep generative models. CoRR abs/2303.15963 (2023) - [i5]Lydia Abady, Giovanna Maria Dimitri, Mauro Barni:
A One-Class Classifier for the Detection of GAN Manipulated Multi-Spectral Satellite Images. CoRR abs/2305.11795 (2023) - [i4]Veronica Lachi, Giovanna Maria Dimitri, Alessandro Di Stefano, Pietro Liò, Monica Bianchini, Chiara Mocenni:
Impact of the Covid 19 outbreaks on the italian twitter vaccination debat: a network based analysis. CoRR abs/2306.02838 (2023) - 2022
- [j5]Giovanna Maria Dimitri:
A Short Survey on Deep Learning for Multimodal Integration: Applications, Future Perspectives and Challenges. Comput. 11(11): 163 (2022) - [j4]Giovanna Maria Dimitri, Simeon E. Spasov, Andrea Duggento, Luca Passamonti, Pietro Lió, Nicola Toschi:
Multimodal and multicontrast image fusion via deep generative models. Inf. Fusion 88: 146-160 (2022) - [c9]Lydia Abady, Giovanna Maria Dimitri, Mauro Barni:
Detection and Localization of GAN Manipulated Multi-spectral Satellite Images. ESANN 2022 - [c8]Paolo Andreini, Giovanna Maria Dimitri:
Deep Semantic Segmentation Models in Computer Vision. ESANN 2022 - [c7]Duccio Meconcelli, Simone Bonechi, Giovanna Maria Dimitri:
Deep Learning Approaches for mice glomeruli segmentation. ESANN 2022 - [i3]Pietro Bongini, Franco Scarselli, Monica Bianchini, Giovanna Maria Dimitri, Niccolò Pancino, Pietro Liò:
Modular multi-source prediction of drug side-effects with DruGNN. CoRR abs/2202.08147 (2022) - [i2]Omran Alamayreh, Giovanna Maria Dimitri, Jun Wang, Benedetta Tondi, Mauro Barni:
Which country is this picture from? New data and methods for DNN-based country recognition. CoRR abs/2209.02429 (2022) - [i1]Eleonora Vitanza, Giovanna Maria Dimitri, Chiara Mocenni:
A Multi-Modal Machine Learning Approach to Detect Extreme Rainfall Events in Sicily. CoRR abs/2212.08102 (2022) - 2021
- [j3]Ottavia Spiga, Vittoria Cicaloni, Giovanna Maria Dimitri, Francesco Pettini, Daniela Braconi, Andrea Bernini, Annalisa Santucci:
Machine learning application for patient stratification and phenotype/genotype investigation in a rare disease. Briefings Bioinform. 22(5) (2021) - [c6]Giovanna Maria Dimitri, Claudio Gallicchio, Alessio Micheli, Maria-Aurora Morales, Emanuele Ungaro, Federico Vozzi:
A preliminary evaluation of Echo State Networks for Brugada syndrome classification. SSCI 2021: 1-8 - [c5]Giorgio Ciano, Giovanna Maria Dimitri, Alberto Rossi, Giorgia Giacomini, Simone Bonechi, Paolo Andreini, Elisa Messori:
SlAide2Voice: a new educational tool for students with visual disabilities. teleXbe 2021 - 2020
- [c4]Giovanna Maria Dimitri, Simeon E. Spasov, Andrea Duggento, Luca Passamonti, Pietro Lio', Nicola Toschi:
Unsupervised stratification in neuroimaging through deep latent embeddings. EMBC 2020: 1568-1571
2010 – 2019
- 2018
- [c3]Alberto Rossi, Matteo Tiezzi, Giovanna Maria Dimitri, Monica Bianchini, Marco Maggini, Franco Scarselli:
Inductive-Transductive Learning with Graph Neural Networks. ANNPR 2018: 201-212 - [c2]Razvan Kusztos, Giovanna Maria Dimitri, Pietro Lió:
Neural Models for Brain Networks Connectivity Analysis. CIBB 2018: 212-226 - 2017
- [j2]Giovanna Maria Dimitri, Shruti Agrawal, Adam Young, Joseph Donnelly, Xiuyun Liu, Peter Smielewski, Peter Hutchinson, Marek Czosnyka, Pietro Liò, Christina Haubrich:
A multiplex network approach for the analysis of intracranial pressure and heart rate data in traumatic brain injured patients. Appl. Netw. Sci. 2: 29 (2017) - [j1]Giovanna Maria Dimitri, Pietro Liò:
DrugClust: A machine learning approach for drugs side effects prediction. Comput. Biol. Chem. 68: 204-210 (2017) - 2015
- [c1]Giovanna Maria Dimitri:
The impact of Syntax Highlighting in Sonic Pi. PPIG 2015: 9
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