People

Gianmarco De Francisci Morales

Senior Research Scientist

Publications

Continuous-Action Reinforcement Learning for Portfolio Allocation of a Life Insurance Company

C. Abrate, A. Angius, G. De Francisci Morales, S. Cozzini, F. Iadanza, L. Li Puma, S. Pavanelli, A. Perotti, S. Pignataro, S. Ronchiadin
ECML PKDD 2021: Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track (2021)

MaNIACS: Approximate Mining of Frequent Subgraph Patterns through Sampling

KDD '21: Proceedings of the 27th ACM SIGKDD Conference on Knowledge Discovery & Data Mining (2021)

Clandestino or Rifugiato? Anti-immigration Facebook Ad Targeting in Italy

CHI '21: Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems 179 (2021)

Predicting corporate credit risk: Network contagion via trade credit

C. Berloco, G. De Francisci Morales, D. Frassineti, G. Greco, H. Kumarasinghe, M. Lamieri, E. Massaro, A. Miola, S. Yang
PLoS ONE 16(4): e0250115 (2021)

TipTap: Approximate Mining of Frequent k-Subgraph Patterns in Evolving Graphs

M. A. U. Nasir, C. Aslay, G. De Francisci Morales, M. Riondato
ACM Transactions on Knowledge Discovery from Data 15, 3 (2021)

The echo chamber effect on social media

M. Cinelli, G. De Francisci Morales, A. Galeazzi, W. Quattrociocchi, M. Starnini
PNAS Proceedings of the National Academy of Sciences 118 (9) e2023301118 (2021)

Facebook Ads: Politics of Migration in Italy

Proceeding SocInfo 2020: Lecture Notes in Computer Science book series LNCS, Vol. 12467 (2020)

Learning Opinion Dynamics From Social Traces

Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, (KDD 2020) ©ACM, August 23-27, 2020, San Diego, CA, USA (2020)

Roots of Trumpism: Homophily and Social Feedback in Donald Trump Support on Reddit

Proceedings of the 12th International ACM Conference on Web Science (WebSci '20) (2020)

Falling into the Echo Chamber: The Italian Vaccination Debate on Twitter

Proceedings of the Fourteenth International AAAI Conference on Web and Social Media 14(1) (2020)

Predicting the Role of Political Trolls in Social Media

A. Atanasov, G. De Francisci Morales, P. Nakov
CoNLL ’19: Conference on Computational Natural Language Learning (2019)

Quantifying Uncertainty in Online Regression Forests

T. Vasiloudis, G. De Francisci Morales, H. Boström
Journal of Machine Learning Research 20(155) (2019)

Link Prediction via Higher-Order Motif Features

G. Abuoda, G. De Francisci Morales, A. Aboulnaga
ECMLPKDD '19: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (2019)

Scalable dynamic graph summarization

I. Tsalouchidou, F. Bonchi, G. De Francisci Morales, R. Baeza-Yates
IEEE Transactions on Knowledge and Data Engineering 32 (2018)

Streaming Tensor Summarization

I. Tsalouchidou, G. De Francisci Morales, F. Bonchi, R. Baeza-Yates
Proceedings of the 2016 IEEE International Conference on Big Data (IEEE BigData 2016) CIEEE December 5-8, 2016, Washington D.C., USA. (2016)

Centrality Measures on Big Graphs: Exact, Approximated, and Distributed Algorithms

Proceedings of the 25th International World Wide Web Conference (WWW 2016) CACM April 11-15, 2016, Montreal, Canada. (2016)