Gabriele Scalia
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Deep learning and alignment of spatially resolved single-cell transcriptomes with Tangram
T Biancalani, G Scalia, L Buffoni, R Avasthi, Z Lu, A Sanger, N Tokcan, ...
Nature methods 18 (11), 1352-1362, 2021
Molecular logic of cellular diversification in the mouse cerebral cortex
DJ Di Bella, E Habibi, RR Stickels, G Scalia, J Brown, P Yadollahpour, ...
Nature 595 (7868), 554-559, 2021
Evaluating scalable uncertainty estimation methods for deep learning-based molecular property prediction
G Scalia, CA Grambow, B Pernici, YP Li, WH Green
Journal of chemical information and modeling 60 (6), 2697-2717, 2020
E2mc: Improving emergency management service practice through social media and crowdsourcing analysis in near real time
C Havas, B Resch, C Francalanci, B Pernici, G Scalia, ...
Sensors 17 (12), 2766, 2017
CIME: Context-aware geolocation of emergency-related posts
G Scalia, C Francalanci, B Pernici
GeoInformatica 26 (1), 125-157, 2022
Crowd4Ems: A crowdsourcing platform for gathering and geolocating social media content in disaster response
A Ravi Shankar, JL Fernandez-Marquez, B Pernici, G Scalia, ...
International Archives of the Photogrammetry, Remote Sensing and Spatial …, 2019
IMEXT: A method and system to extract geolocated images from Tweets—Analysis of a case study
C Francalanci, P Guglielmino, M Montalcini, G Scalia, B Pernici
2017 11th International Conference on Research Challenges in Information …, 2017
Image-based social sensing: combining AI and the crowd to mine policy-adherence indicators from Twitter
V Negri, D Scuratti, S Agresti, D Rooein, G Scalia, AR Shankar, ...
2021 IEEE/ACM 43rd International Conference on Software Engineering …, 2021
Data ecosystems for scientific experiments: managing combustion experiments and simulation analyses in chemical engineering
E Ramalli, G Scalia, B Pernici, A Stagni, A Cuoci, T Faravelli
Frontiers in big Data 4, 663410, 2021
Spatio-temporal mining of keywords for social media cross-social crawling of emergency events
A Autelitano, B Pernici, G Scalia
GeoInformatica 23 (3), 425-447, 2019
Exploratory spatio-temporal queries in evolving information
C Francalanci, B Pernici, G Scalia
Mobility Analytics for Spatio-Temporal and Social Data: First International …, 2018
STab: Self-supervised Learning for Tabular Data
E Hajiramezanali, NL Diamant, G Scalia, MW Shen
NeurIPS 2022 Table Representation Learning Workshop, 2022
Scalable querying of human cell atlases via a foundational model reveals commonalities across fibrosis-associated macrophages
G Heimberg, T Kuo, D DePianto, T Heigl, N Diamant, O Salem, G Scalia, ...
bioRxiv, 2023.07. 18.549537, 2023
Nik Bear Brown, Duccio Fanelli, Xiaowei Zhuang, Evan Z. Macosko, and Aviv Regev. Deep learning and alignment of spatially resolved single-cell transcriptomes with tangram
T Biancalani, G Scalia, L Buffoni, R Avasthi, Z Lu, A Sanger, N Tokcan, ...
Nature Methods 18 (11), 1352-1362, 2021
Towards a scientific data framework to support scientific model development
G Scalia, M Pelucchi, A Stagni, A Cuoci, T Faravelli, B Pernici
Data Science 2 (1-2), 245-273, 2019
Network-based content geolocation on social media for emergency management
Politecnico di Milano, 2016
Reference-based cell type matching of spatial transcriptomics data
Y Zhang, JA Miller, J Park, BP Lelieveldt, B Long, T Abdelaal, ...
bioRxiv, 2022.03. 28.486139, 2022
Fine-Tuning of Continuous-Time Diffusion Models as Entropy-Regularized Control
M Uehara, Y Zhao, K Black, E Hajiramezanali, G Scalia, NL Diamant, ...
arXiv preprint arXiv:2402.15194, 2024
Geolocating social media posts for emergency mapping
B Pernici, C Francalanci, G Scalia, M Corsi, D Grandoni, MA Biscardi
arXiv preprint arXiv:1801.06861, 2018
Storing Combustion Data Experiments: New Requirements Emerging from a First Prototype: Position Paper
G Scalia, M Pelucchi, A Stagni, T Faravelli, B Pernici
Semantics, Analytics, Visualization: 3rd International Workshop, SAVE-SD …, 2018
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