Thiago Christiano Silva

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Benjamin Miranda TabakFUNDAÇÃO GETÚLIO VARGAS, SCHOOL OF PUBLIC POLICY AND GOVERNMENTVerified email at fgv.br
Liang ZhaoProfessor of Computer Science, University of Sao PauloVerified email at usp.br
Solange GuerraBanco Central do BrasilVerified email at bcb.gov.br
Sergio Rubens Stancato de SouzaBanco Central do BrasilVerified email at bcb.gov.br
Diego Raphael AmancioAssociate Professor, Universidade de São Paulo, BrazilVerified email at icmc.usp.br
Michel AlexandreCentral Bank of BrazilVerified email at bcb.gov.br
Francisco A. RodriguesUniversidade de São PauloVerified email at icmc.usp.br
DANIEL OLIVEIRA CAJUEIROProfessor of Economics and Finance, Universidade de BrasiliaVerified email at unb.br
Dimas Mateus FazioAssistant Professor of Finance at the National University of SingaporeVerified email at nus.edu.sg
Rodrigo MirandaBanco Central do BrasilVerified email at bcb.gov.br
JOSE RENATO HAAS ORNELASBanco Central do BrasilVerified email at bcb.gov.br
Ahmet SensoyAssociate Professor of Finance, Bilkent UniversityVerified email at fen.bilkent.edu.tr
Claudia Ruiz OrtegaDevelopment Economics Research Group World BankVerified email at worldbank.org
Alvaro PedrazaSenior Economist, Development Research Group, World BankVerified email at worldbank.org
Serafin Martinez-JaramilloFinancial Stability and Integrity, World Bank GroupVerified email at worldbank.org
Iman van LelyveldDe Nederlandsche Bank, Vrije Universiteit AmsterdamVerified email at dnb.nl
Kartik AnandDeutsche BundesbankVerified email at bundesbank.de
Dilyara SalakhovaBanque de FranceVerified email at u-paris10.fr
José-Luis Molina-BorboaBanco de MéxicoVerified email at banxico.org.mx
Rodney GarrattUniversity of California at Santa BarbaraVerified email at ucsb.edu

Thiago Christiano Silva

Central Bank of Brazil & Universidade Católica de Brasília

Verified email at bcb.gov.br - Homepage

Machine Learning Complex Networks Systemic Risk Financial Stability Finance


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Machine learning in complex networks TC Silva, L Zhao Springer Cham, 2016	259	2016
A comparison of DEA and SFA using micro-and macro-level perspectives: Efficiency of Chinese local banks TC Silva, BM Tabak, DO Cajueiro, MVB Dias Physica A: Statistical Mechanics and its Applications 469, 216-223, 2017	152	2017
The missing links: A global study on uncovering financial network structures from partial data K Anand, I Van Lelyveld, Á Banai, S Friedrich, R Garratt, G Hałaj, J Fique, ... Journal of Financial Stability 35, 107-119, 2018	151	2018
Network-Based High Level Data Classification TC Silva, L Zhao Neural Networks and Learning Systems, IEEE Transactions on 23 (6), 954-970, 2012	122	2012
Bank lending and systemic risk: A financial-real sector network approach with feedback TC Silva, M da Silva Alexandre, BM Tabak Journal of Financial Stability 38, 98-118, 2018	119	2018
Network structure analysis of the Brazilian interbank market TC Silva, SRS de Souza, BM Tabak Emerging Markets Review 26, 130-152, 2016	109	2016
Systemic risk in financial systems: a feedback approach TC Silva, MA da Silva, BM Tabak Journal of Economic Behavior & Organization 144, 97-120, 2017	90	2017
Financial networks, bank efficiency and risk-taking TC Silva, SM Guerra, BM Tabak, RC de Castro Miranda Journal of Financial Stability 25, 247-257, 2016	88	2016
Stochastic Competitive Learning in Complex Networks TC Silva, L Zhao Neural Networks and Learning Systems, IEEE Transactions on 23 (3), 385-398, 2012	86	2012
Inflation targeting and financial stability: Does the quality of institutions matter? DM Fazio, TC Silva, BM Tabak, DO Cajueiro Economic Modelling 71, 1-15, 2018	84	2018
Evaluating systemic risk using bank default probabilities in financial networks SRS de Souza, TC Silva, BM Tabak, SM Guerra Journal of Economic Dynamics and Control 66, 54-75, 2016	79	2016
Propension to customer churn in a financial institution: A machine learning approach RA de Lima Lemos, TC Silva, BM Tabak Neural Computing and Applications 34 (14), 11751-11768, 2022	72	2022
Network-Based Stochastic Semisupervised Learning TC Silva, L Zhao Neural Networks and Learning Systems, IEEE Transactions on 23 (3), 451-466, 2012	63	2012
Monitoring vulnerability and impact diffusion in financial networks TC Silva, SRS Souza, BM Tabak Journal of Economic Dynamics and Control 76, 109-135, 2017	60	2017
Systemic risk measures SM Guerra, TC Silva, BM Tabak, RA de Souza Penaloza, ... Physica A: Statistical Mechanics and its Applications 442, 329-342, 2016	56	2016
High-level pattern-based classification via tourist walks in networks TC Silva, L Zhao Information Sciences 294, 109-126, 2015	49	2015
Structure and dynamics of the global financial network TC Silva, SRS de Souza, BM Tabak Chaos, Solitons & Fractals 88, 218-234, 2016	48	2016
Word sense disambiguation via high order of learning in complex networks TC Silva, DR Amancio Europhysics Letters 98 (5), 58001, 2012	48	2012
High-frequency return and volatility spillovers among cryptocurrencies A Sensoy, TC Silva, S Corbet, BM Tabak Applied Economics 53 (37), 4310-4328, 2021	46	2021
Insolvency and contagion in the Brazilian interbank market SRS Souza, BM Tabak, TC Silva, SM Guerra Physica A: Statistical Mechanics and its Applications 431, 140-151, 2015	46	2015

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