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ORCIDDouglas Castilho 0001
Person information
- affiliation: University of São Paulo (USP), Institute of Mathematics and Computer Sciences (ICMC), Brazil
- affiliation: Federal Institute of South of Minas Gerais (IFSULDEMINAS), Laboratory of Technology and Innovation (LATIN), Poços de Caldas, Brazil
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Journal Articles
- 2024
[j3]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:
Multi-source data ensemble for energy price trend forecasting. Eng. Appl. Artif. Intell. 133: 108125 (2024)- [j2]Douglas Castilho, Thársis T. P. Souza, Soong Moon Kang, João Gama, André C. P. L. F. de Carvalho:
Forecasting financial market structure from network features using machine learning. Knowl. Inf. Syst. 66(8): 4497-4525 (2024) - 2017
- [j1]Douglas Castilho, Pedro O. S. Vaz de Melo, Fabrício Benevenuto:
The strength of the work ties. Inf. Sci. 375: 155-170 (2017)
Conference and Workshop Papers
- 2023
- [c10]Thiago Ambiel, Douglas Castilho, André C. P. L. F. de Carvalho:
The Strength of Influence Ties in Stock Networks: Empirical Analysis for Portfolio Selection. ICDM (Workshops) 2023: 456-464 - [c9]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:
Feature Selection using Complex Networks to Support Price Trend Forecast in Energy Markets. IJCNN 2023: 1-9 - 2022
- [c8]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:
Machine Learning Approach for Trend Prediction to Improve Returns on Brazilian Energy Market. LA-CCI 2022: 1-6 - 2019
- [c7]Douglas Castilho, João Gama, Leandro Resende Mundim, André C. P. L. F. de Carvalho:
Improving Portfolio Optimization Using Weighted Link Prediction in Dynamic Stock Networks. ICCS (3) 2019: 340-353 - 2015
- [c6]Everton Silva, Humberto Brandao, Douglas Castilho, Adriano C. M. Pereira:
A binary ensemble classifier for high-frequency trading. IJCNN 2015: 1-8 - [c5]Eduardo Jabbur Machado, Adriano C. M. Pereira, Douglas Castilho, Everton Silva, Humberto Brandão:
Proposal and Implementation of New Trading Strategies for Stock Markets using Web Data. WebMedia 2015: 113-120 - 2014
- [c4]Douglas Castilho, Pedro O. S. Vaz de Melo, Daniele Quercia, Fabrício Benevenuto:
Working with Friends: Unveiling Working Affinity Features from Facebook Data. ICWSM 2014 - [c3]Everton Silva, Douglas Castilho, Adriano C. M. Pereira, Humberto Brandao:
A neural network based approach to support the Market Making strategies in High-Frequency Trading. IJCNN 2014: 845-852 - [c2]Eduardo Jabbur, Everton Silva, Douglas Castilho, Adriano C. M. Pereira, Humberto Brandao:
Design and Evaluation of Automatic Agents for Stock Market Intraday Trading. WI-IAT (3) 2014: 396-403 - 2013
- [c1]Ricardo Terra, João Brunet, Luis Fernando Miranda, Marco Túlio Valente, Dalton Serey, Douglas Castilho, Roberto da Silva Bigonha:
Measuring the Structural Similarity between Source Code Entities (S). SEKE 2013: 753-758
Informal and Other Publications
- 2021
- [i1]Douglas Castilho, Thársis Tuani Pinto Souza, Soong Moon Kang, João Gama, André C. P. L. F. de Carvalho:
Forecasting Financial Market Structure from Network Features using Machine Learning. CoRR abs/2110.11751 (2021)
Coauthor Index
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