Pixel Clustering by Using Complex Network Community Detection Technique. - Thiago C. Silva 001; Liang Zhao 001 (ISDA, 2007)

Identifying Abnormal Nodes in Protein-Protein Interaction Networks. - Bilzã Araújo; Francisco Aparecido Rodrigues; Thiago C. Silva 001; Liang Zhao 001 (SBRN, 2010)

Network-based learning through particle competition for data clustering. - Thiago C. Silva 001; Liang Zhao 001 (IJCNN, 2011)

Stochastic Competitive Learning Applied to Handwritten Digit and Letter Clustering. - Thiago C. Silva 001; Thiago Henrique Cupertino; Liang Zhao 001 (SIBGRAPI, 2011)

High Level Classification for Pattern Recognition. - Thiago C. Silva 001; Thiago Henrique Cupertino; Liang Zhao 001 (SIBGRAPI, 2011)

Detecting overlapping structures via network-based competitive learning. - Thiago C. Silva 001; Liang Zhao 001 (IJCNN, 2012)

Preventing Error Propagation in Semi-supervised Learning. - Thiago C. Silva 001; Liang Zhao 001 (ISNN (1), 2012)

Semi-supervised learning guided by the modularity measure in complex networks. - Thiago C. Silva 001; Liang Zhao 001 (Neurocomputing, 2012)

Detecting and Preventing Error Propagation via Competitive Learning. - Thiago Christiano Silva 001; Liang Zhao 001 (INNS-WC, 2012)

Stochastic Competitive Learning in Complex Networks. - Thiago Christiano Silva 001; Liang Zhao 001 (IEEE Trans. Neural Networks Learn. Syst., 2012)

Network-Based Stochastic Semisupervised Learning. - Thiago Christiano Silva 001; Liang Zhao 001 (IEEE Trans. Neural Networks Learn. Syst., 2012)

Network-Based High Level Data Classification. - Thiago Christiano Silva 001; Liang Zhao 001 (IEEE Trans. Neural Networks Learn. Syst., 2012)

Aprendizado de máquina em redes complexas: modelagem, análise e aplicações. - Thiago Christiano Silva 001 (2012)

Discriminating word senses with tourist walks in complex networks. - Thiago C. Silva 001; Diego R. Amancio (CoRR, 2013)

Word sense disambiguation via high order of learning in complex networks - Thiago C. Silva 001; Diego R. Amancio (CoRR, 2013)

Network-based stochastic competitive learning approach to disambiguation in collaborative networks - Thiago C. Silva 001; Diego R. Amancio (CoRR, 2013)

High Level Pattern Classification via Tourist Walks in Networks - Thiago Christiano Silva 001; Liang Zhao 001 (CoRR, 2013)

Uncovering overlapping cluster structures via stochastic competitive learning. - Thiago Christiano Silva 001; Liang Zhao 001 (Inf. Sci., 2013)

Handwritten Data Clustering Using Agents Competition in Networks. - Thiago C. Silva 001; Liang Zhao 001; Thiago Henrique Cupertino (J. Math. Imaging Vis., 2013)

Classification of multiple observation sets via network modularity. - Thiago Henrique Cupertino; Thiago C. Silva 001; Liang Zhao 001 (Neural Comput. Appl., 2013)

An Object-Based Visual Selection Model Combining Physical Features and Memory. - Alcides Xavier Benicasa; Marcos G. Quiles; Thiago C. Silva 001; Liang Zhao 001; Roseli A. Francelin Romero (BRACIS, 2014)

Connectivity and systemic risk in the Brazilian national payments system. - Rodrigo Cesar de Castro Miranda; Sergio Rubens Stancato de Souza; Thiago Christiano Silva 001; Benjamin Miranda Tabak (J. Complex Networks, 2014)

High-level pattern-based classification via tourist walks in networks. - Thiago Christiano Silva 001; Liang Zhao 001 (Inf. Sci., 2015)

Machine Learning in Complex Networks - Thiago Christiano Silva 001; Liang Zhao 001 (Springer, 2016)

An object-based visual selection framework. - Alcides X. Benicasa; Marcos G. Quiles; Thiago C. Silva 001; Liang Zhao 001; Roseli A. F. Romero (Neurocomputing, 2016)

Financial Networks. - Benjamin Miranda Tabak; Thiago Christiano Silva 001; Ahmet Sensoy (Complex., 2018)

Internet Access in Brazilian Households: Evaluating the Effect of an Economic Recession. - Florângela Cunha Coelho; Thiago Christiano Silva 001; Philipp Ehrl (WorldCIST (2), 2019)

Modeling Investor Behavior Using Machine Learning: Mean-Reversion and Momentum Trading Strategies. - Thiago Christiano Silva 001; Benjamin Miranda Tabak; Idamar Magalhães Ferreira (Complex., 2019)

Financial Networks 2019. - Benjamin Miranda Tabak; Thiago Christiano Silva 001; Ahmet Sensoy (Complex., 2019)

Applications of Machine Learning Methods in Complex Economics and Financial Networks. - Benjamin Miranda Tabak; Thiago C. Silva 001; Liang Zhao 001; Ahmet Sensoy (Complex., 2020)

Modeling Economic Networks with Firm-to-Firm Wire Transfers. - Thiago C. Silva 001; Diego R. Amancio; Benjamin Miranda Tabak (CoRR, 2020)

Comparing the impact of subfields in scientific journals. - Xiomara S. Q. Chacón; Thiago C. Silva 001; Diego R. Amancio (Scientometrics, 2020)

Using virtual edges to extract keywords from texts modeled as complex networks. - Jorge A. V. Tohalino; Thiago C. Silva 001; Diego R. Amancio (CoRR, 2022)

Modeling supply-chain networks with firm-to-firm wire transfers. - Thiago Christiano Silva 001; Diego Raphael Amancio; Benjamin Miranda Tabak (Expert Syst. Appl., 2022)

Propension to customer churn in a financial institution: a machine learning approach. - Renato Alexandre de Lima Lemos; Thiago Christiano Silva 001; Benjamin Miranda Tabak (Neural Comput. Appl., 2022)

Using citation networks to evaluate the impact of text length on the identification of relevant concepts. - Jorge A. V. Tohalino; Thiago C. Silva 001; Diego R. Amancio (CoRR, 2023)

Does the default pecking order impact systemic risk? Evidence from Brazilian data. - Michel Alexandre; Thiago Christiano Silva 001; Krzysztof Michalak; Francisco Aparecido Rodrigues (Eur. J. Oper. Res., 2023)

Machine learning and economic forecasting: the role of international trade networks. - Thiago C. Silva 001; Paulo V. B. Wilhelm; Diego R. Amancio (CoRR, 2024)

Using word embedding to detect keywords in texts modeled as complex networks. - Jorge A. V. Tohalino; Thiago C. Silva 001; Diego R. Amancio (Scientometrics, 2024)