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Nicolas, Maxime L.D., Desroziers, Adrien, Caccioli, Fabio and Aste, Tomaso (2024) ESG reputation risk matters: an event study based on social media data. Finance Research Letters, 59. ISSN 1544-6123
Briola, Antonio and Aste, Tomaso (2023) Topological feature selection. Proceedings of Machine Learning Research, 221. 534 - 556. ISSN 1938-7228
Vidal-Tomás, David, Briola, Antonio and Aste, Tomaso (2023) FTX's downfall and Binance's consolidation: the fragility of centralised digital finance. Physica A, 625. ISSN 0378-4371
Wang, Yuanrong and Aste, Tomaso (2023) Dynamic portfolio optimization with inverse covariance clustering. Expert Systems With Applications, 213. ISSN 0957-4174
Briola, Antonio, Vidal-Tomás, David, Wang, Yuanrong and Aste, Tomaso (2023) Anatomy of a stablecoin's failure: the Terra-Luna case. Finance Research Letters, 51. ISSN 1544-6123
Wang, Yuanrong, Briola, Antonio and Aste, Tomaso (2023) Homological neural networks: a sparse architecture for multivariate complexity. Proceedings of Machine Learning Research, 221. 228 - 241. ISSN 1938-7228
Briola, Antonio and Aste, Tomaso (2022) Dependency structures in cryptocurrency market from high to low frequency. Entropy, 24 (11). ISSN 1099-4300
Procacci, Pier Francesco and Aste, Tomaso (2022) Portfolio optimization with sparse multivariate modeling. Journal of Asset Management, 23 (6). 445 - 465. ISSN 1470-8272
Aste, Tomaso (2022) Topological regularization with information filtering networks. Information Sciences, 608. 655 - 669. ISSN 0020-0255
Seabrook, Isobel, Caccioli, Fabio and Aste, Tomaso (2022) Quantifying impact and response in markets using information filtering networks. Journal of Physics: Complexity, 3 (2). ISSN 2632-072X
Volta, Vittoria and Aste, Tomaso (2022) Causal coupling between European and UK markets triggered by announcements of monetary policy decisions. Royal Society Open Science, 9 (3). ISSN 2054-5703
Turiel, Jeremy D. and Aste, Tomaso (2022) Heterogeneous criticality in high frequency finance: a phase transition in flash crashes. Entropy, 24 (2). ISSN 1099-4300
Scaramozzino, Roberta, Cerchiello, Paola and Aste, Tomaso (2021) Information theoretic causality detection between financial and sentiment data. Entropy, 23 (5). ISSN 1099-4300
Nicola, Giancarlo, Cerchiello, Paola and Aste, Tomaso (2020) Information network modeling for U.S. banking systemic risk. Entropy, 22 (11). ISSN 1099-4300
Turiel, Jeremy, Fernandez-Reyes, Delmiro and Aste, Tomaso (2020) Wisdom of crowds detects COVID-19 severity ahead of officially available data. Financial Markets Group Discussion Papers (808). Systemic Risk Centre, The London School of Economics and Political Science, London, UK.
Gozman, Daniel, Liebenau, Jonathan and Aste, Tomaso (2020) A case study of using blockchain technology in regulatory technology. MIS Quarterly Executive, 19 (1). 19 - 37. ISSN 1540-1960
Nava, Noemi, Di Matteo, T. and Aste, Tomaso (2018) Dynamic correlations at different time-scales with empirical mode decomposition. Physica A: Statistical Mechanics and Its Applications, 502. pp. 534-544. ISSN 0378-4371
Nava, Noemi, Di Matteo, Tiziana and Aste, Tomaso (2018) Financial time series forecasting using empirical mode decomposition and support vector regression. Risks, 6 (1). ISSN 2227-9091
Aste, Tomaso and Di Matteo, T. (2017) Sparse causality network retrieval from short time series. Complexity, 2017 (4518429). ISSN 1076-2787
Musmeci, Nicoló, Nicosia, Vincenzo, Aste, Tomaso, Di Matteo, Tiziana and Latora, Vito (2017) The multiplex dependency structure of financial markets. Complexity, 2017. pp. 1-13. ISSN 1076-2787
Livan, Giacomo, Caccioli, Fabio and Aste, Tomaso (2017) Excess reciprocity distorts reputation in online social networks. Scientific Reports, 7 (1). ISSN 2045-2322
Barfuss, Wolfram, Massara, Guido Previde, Di Matteo, T. and Aste, Tomaso (2016) Parsimonious modeling with information filtering networks. Physical Review E, 94 (6). ISSN 2470-0045
Nava, Noemi, Di Matteo, Tiziana and Aste, Tomaso (2016) Time-dependent scaling patterns in high frequency financial data. European Physical Journal Special Topics, 225 (10). pp. 1997-2016. ISSN 1951-6355
Musmeci, Nicoló, Aste, Tomaso and Di Matteo, T. (2015) Relation between financial market structure and the real economy: comparison between clustering methods. PLOS ONE, 10 (4). ISSN 1932-6203
Birch, Annika and Aste, Tomaso (2014) Systemic losses due to counterparty risk in a stylized banking system. Journal of Statistical Physics, 156 (5). pp. 998-1024. ISSN 0022-4715
Morales, Raffaello, Di Matteo, T. and Aste, Tomaso (2014) Dependency structure and scaling properties of financial time series are related. Scientific Reports, 4 (4589). ISSN 2045-2322
Zheludev, Ilya, Smith, Robert and Aste, Tomaso (2014) When can social media lead financial markets? Scientific Reports, 4 (4213). ISSN 2045-2322
Zaremba, Anna and Aste, Tomaso (2014) Measures of causality in complex datasets with application to financial data. Entropy, 16 (4). pp. 2309-2349. ISSN 1099-4300