Douglas Castilho

According to our database, Douglas Castilho authored at least 13 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Forecasting financial market structure from network features using machine learning.

Douglas Castilho, Thársis T. P. Souza, Soong Moon Kang, João Gama, André C. P. L. F. de Carvalho

Knowl. Inf. Syst., August, 2024

Multi-source data ensemble for energy price trend forecasting.

Douglas Donizeti de Castilho Braz, Moisés Rocha dos Santos, Marcos Basile Saviano de Paula, Donato da Silva Filho, Ewerton Guarnier, Lucas Penido Alípio, Renato Tinós, André C. P. L. F. de Carvalho

Eng. Appl. Artif. Intell., 2024

2023

Feature Selection using Complex Networks to Support Price Trend Forecast in Energy Markets.

Douglas Castilho, Moisés R. Santos, Renato Tinós, André C. P. L. F. de Carvalho, Marcos B. S. Paula, Lucas Ladeira, Ewerton Guarnier, Donato da Silva-Filho, Danilo Y. Suiama, Antonio Carlos De Oliveira Júnior, Lucas Penido Alípio

Proceedings of the International Joint Conference on Neural Networks, 2023

The Strength of Influence Ties in Stock Networks: Empirical Analysis for Portfolio Selection.

Thiago Ambiel, Douglas Castilho, André C. P. L. F. de Carvalho

Proceedings of the IEEE International Conference on Data Mining, 2023

2022

Machine Learning Approach for Trend Prediction to Improve Returns on Brazilian Energy Market.

Moisés R. Santos, Douglas Donizeti de Castilho Braz, André C. P. L. F. de Carvalho, Renato Tinós, Marcos B. S. Paula, Gabriel Doretto, Ewerton Guarnier, Donato da Silva-Filho, Danilo Y. Suiama, Lorena E. Ferreira, José E. Carmo Júnior

Proceedings of the 2022 IEEE Latin American Conference on Computational Intelligence (LA-CCI), 2022

2019

Improving Portfolio Optimization Using Weighted Link Prediction in Dynamic Stock Networks.

Douglas Castilho, João Gama, Leandro Resende Mundim, André C. P. L. F. de Carvalho

Proceedings of the Computational Science - ICCS 2019, 2019

2017

The strength of the work ties.

Douglas Castilho, Pedro O. S. Vaz de Melo, Fabrício Benevenuto

Inf. Sci., 2017

2015

Proposal and Implementation of New Trading Strategies for Stock Markets using Web Data.

Eduardo Jabbur Machado, Adriano C. M. Pereira, Douglas Castilho, Everton Silva, Humberto Brandão

Proceedings of the 21st Brazilian Symposium on Multimedia and the Web, 2015

A binary ensemble classifier for high-frequency trading.

Everton Silva, Humberto Brandao, Douglas Castilho, Adriano C. M. Pereira

Proceedings of the 2015 International Joint Conference on Neural Networks, 2015

2014

Design and Evaluation of Automatic Agents for Stock Market Intraday Trading.

Eduardo Jabbur, Everton Silva, Douglas Castilho, Adriano C. M. Pereira, Humberto Brandao

Proceedings of the 2014 IEEE/WIC/ACM International Joint Conferences on Web Intelligence (WI) and Intelligent Agent Technologies (IAT), Warsaw, Poland, August 11-14, 2014, 2014

A neural network based approach to support the Market Making strategies in High-Frequency Trading.

Everton Silva, Douglas Castilho, Adriano C. M. Pereira, Humberto Brandao

Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Working with Friends: Unveiling Working Affinity Features from Facebook Data.

Douglas Castilho, Pedro O. S. Vaz de Melo, Daniele Quercia, Fabrício Benevenuto

Proceedings of the Eighth International Conference on Weblogs and Social Media, 2014

2013

Measuring the Structural Similarity between Source Code Entities (S).

Ricardo Terra, João Brunet, Luis Fernando Miranda, Marco Túlio Valente, Dalton Serey, Douglas Castilho, Roberto da Silva Bigonha

Proceedings of the 25th International Conference on Software Engineering and Knowledge Engineering, 2013