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ORCIDThiago C. Silva 0001
Person information
- affiliation: Catholic University of Brasília, Taguatinga, Brazil
- affiliation: Central Bank of Brazil, Brasília
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2020 – today
- 2023
[j18]Michel Alexandre
, Thiago Christiano Silva, Krzysztof Michalak, Francisco Aparecido Rodrigues:
Does the default pecking order impact systemic risk? Evidence from Brazilian data. Eur. J. Oper. Res. 309(3): 1379-1391 (2023)- [i8]Jorge A. V. Tohalino, Thiago C. Silva, Diego R. Amancio:
Using citation networks to evaluate the impact of text length on the identification of relevant concepts. CoRR abs/2301.06168 (2023) - 2022
- [j17]Thiago Christiano Silva, Diego Raphael Amancio, Benjamin Miranda Tabak:
Modeling supply-chain networks with firm-to-firm wire transfers. Expert Syst. Appl. 190: 116162 (2022) - [j16]Renato Alexandre de Lima Lemos, Thiago Christiano Silva, Benjamin Miranda Tabak:
Propension to customer churn in a financial institution: a machine learning approach. Neural Comput. Appl. 34(14): 11751-11768 (2022) - [i7]Jorge A. V. Tohalino, Thiago C. Silva, Diego R. Amancio:
Using virtual edges to extract keywords from texts modeled as complex networks. CoRR abs/2205.02172 (2022) - 2020
- [j15]Benjamin Miranda Tabak, Thiago C. Silva, Liang Zhao, Ahmet Sensoy:
Applications of Machine Learning Methods in Complex Economics and Financial Networks. Complex. 2020: 4247587:1-4247587:2 (2020) - [j14]Xiomara S. Q. Chacón, Thiago C. Silva, Diego R. Amancio:
Comparing the impact of subfields in scientific journals. Scientometrics 125(1): 625-639 (2020) - [i6]Xiomara S. Q. Chacón, Thiago C. Silva, Diego R. Amancio:
Comparing the impact of subfields in scientific journals. CoRR abs/2001.04244 (2020) - [i5]Thiago C. Silva, Diego R. Amancio, Benjamin Miranda Tabak:
Modeling Economic Networks with Firm-to-Firm Wire Transfers. CoRR abs/2001.06889 (2020)
2010 – 2019
- 2019
- [j13]Thiago Christiano Silva, Benjamin Miranda Tabak, Idamar Magalhães Ferreira:
Modeling Investor Behavior Using Machine Learning: Mean-Reversion and Momentum Trading Strategies. Complex. 2019: 4325125:1-4325125:14 (2019) - [j12]Benjamin Miranda Tabak, Thiago Christiano Silva, Ahmet Sensoy:
Financial Networks 2019. Complex. 2019: 8257404:1-8257404:2 (2019) - [c10]Florângela Cunha Coelho, Thiago Christiano Silva, Philipp Ehrl:
Internet Access in Brazilian Households: Evaluating the Effect of an Economic Recession. WorldCIST (2) 2019: 716-725 - 2018
- [j11]Benjamin Miranda Tabak, Thiago Christiano Silva, Ahmet Sensoy:
Financial Networks. Complex. 2018: 7802590:1-7802590:2 (2018) - 2016
- [b2]Thiago Christiano Silva, Liang Zhao:
Machine Learning in Complex Networks. Springer 2016, ISBN 978-3-319-17289-7, pp. 1-321 - [j10]Alcides X. Benicasa, Marcos G. Quiles, Thiago C. Silva, Liang Zhao, Roseli A. F. Romero:
An object-based visual selection framework. Neurocomputing 180: 35-54 (2016) - 2015
- [j9]Thiago Christiano Silva, Liang Zhao:
High-level pattern-based classification via tourist walks in networks. Inf. Sci. 294: 109-126 (2015) - 2014
- [j8]Rodrigo Cesar de Castro Miranda, Sergio Rubens Stancato de Souza, Thiago Christiano Silva, Benjamin Miranda Tabak:
Connectivity and systemic risk in the Brazilian national payments system. J. Complex Networks 2(4): 585-613 (2014) - [c9]Alcides Xavier Benicasa, Marcos G. Quiles, Thiago C. Silva, Liang Zhao, Roseli A. Francelin Romero:
An Object-Based Visual Selection Model Combining Physical Features and Memory. BRACIS 2014: 234-240 - 2013
- [j7]Thiago Christiano Silva, Liang Zhao:
Uncovering overlapping cluster structures via stochastic competitive learning. Inf. Sci. 247: 40-61 (2013) - [j6]Thiago C. Silva, Liang Zhao, Thiago Henrique Cupertino:
Handwritten Data Clustering Using Agents Competition in Networks. J. Math. Imaging Vis. 45(3): 264-276 (2013) - [j5]Thiago Henrique Cupertino, Thiago C. Silva, Liang Zhao:
Classification of multiple observation sets via network modularity. Neural Comput. Appl. 23(7-8): 1923-1929 (2013) - [i4]Thiago C. Silva, Diego R. Amancio:
Word sense disambiguation via high order of learning in complex networks. CoRR abs/1302.4471 (2013) - [i3]Thiago C. Silva, Diego R. Amancio:
Network-based stochastic competitive learning approach to disambiguation in collaborative networks. CoRR abs/1303.0344 (2013) - [i2]Thiago Christiano Silva, Liang Zhao:
High Level Pattern Classification via Tourist Walks in Networks. CoRR abs/1305.1679 (2013) - [i1]Thiago C. Silva, Diego R. Amancio:
Discriminating word senses with tourist walks in complex networks. CoRR abs/1306.3920 (2013) - 2012
- [b1]Thiago Christiano Silva:
Aprendizado de máquina em redes complexas: modelagem, análise e aplicações. University of São Paulo, Brazil, 2012 - [j4]Thiago C. Silva, Liang Zhao:
Semi-supervised learning guided by the modularity measure in complex networks. Neurocomputing 78(1): 30-37 (2012) - [j3]Thiago Christiano Silva, Liang Zhao:
Stochastic Competitive Learning in Complex Networks. IEEE Trans. Neural Networks Learn. Syst. 23(3): 385-398 (2012) - [j2]Thiago Christiano Silva, Liang Zhao:
Network-Based Stochastic Semisupervised Learning. IEEE Trans. Neural Networks Learn. Syst. 23(3): 451-466 (2012) - [j1]Thiago Christiano Silva, Liang Zhao:
Network-Based High Level Data Classification. IEEE Trans. Neural Networks Learn. Syst. 23(6): 954-970 (2012) - [c8]Thiago C. Silva, Liang Zhao:
Detecting overlapping structures via network-based competitive learning. IJCNN 2012: 1-8 - [c7]Thiago C. Silva, Liang Zhao:
Preventing Error Propagation in Semi-supervised Learning. ISNN (1) 2012: 565-572 - [c6]Thiago Christiano Silva, Liang Zhao:
Detecting and Preventing Error Propagation via Competitive Learning. INNS-WC 2012: 192-197 - 2011
- [c5]Thiago C. Silva, Liang Zhao:
Network-based learning through particle competition for data clustering. IJCNN 2011: 45-52 - [c4]Thiago C. Silva, Thiago Henrique Cupertino, Liang Zhao:
Stochastic Competitive Learning Applied to Handwritten Digit and Letter Clustering. SIBGRAPI 2011: 313-320 - [c3]Thiago C. Silva, Thiago Henrique Cupertino, Liang Zhao:
High Level Classification for Pattern Recognition. SIBGRAPI 2011: 344-351 - 2010
- [c2]Bilzã Araújo, Francisco Aparecido Rodrigues, Thiago C. Silva, Liang Zhao:
Identifying Abnormal Nodes in Protein-Protein Interaction Networks. SBRN 2010: 97-102
2000 – 2009
- 2007
- [c1]Thiago C. Silva, Liang Zhao:
Pixel Clustering by Using Complex Network Community Detection Technique. ISDA 2007: 925-932
Coauthor Index
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