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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 
ORCID: 0000-0001-6536-6319 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
