Concept and the implementation of a tool to convert industry 4.0 environments modeled as FSM to an OpenAI Gym wrapper. - Kallil M. C. Zielinski; Marcelo Teixeira; Richardson Ribeiro; Dalcimar Casanova (CoRR, 2020)

Flexible control of Discrete Event Systems using environment simulation and Reinforcement Learning. - Kallil M. C. Zielinski; Lucas V. Hendges; João Batista Florindo; Yuri K. Lopes; Richardson Ribeiro; Marcelo Teixeira; Dalcimar Casanova (Appl. Soft Comput., 2021)

Complex Texture Features Learned by Applying Randomized Neural Network on Graphs. - Kallil M. C. Zielinski; Lucas Correia Ribas; Leonardo F. S. Scabini; Odemir M. Bruno (IPTA, 2022)

Synthetic networks for classification methods. - Jeaneth Machicao; Kallil M. C. Zielinski; Lucas Correia Ribas; Odemir M. Bruno (Zenodo, 2023)

Real world networks for network classification method evaluation. - Jeaneth Machicao; Kallil M. C. Zielinski; Lucas Correia Ribas; Odemir M. Bruno (Zenodo, 2023)

RADAM: Texture recognition through randomized aggregated encoding of deep activation maps. - Leonardo F. S. Scabini; Kallil M. C. Zielinski; Lucas Correia Ribas; Wesley Nunes Gonçalves; Bernard De Baets; Odemir M. Bruno (Pattern Recognit., 2023)

Deep Texture Feature Aggregation on Leaf Microscopy Images for Brazilian Plant Species Recognition. - Leonardo F. S. Scabini; Kallil M. C. Zielinski; Ricardo T. Fares; Emir Konuk; Gisele Miranda; Rosana Marta Kolb; Lucas Correia Ribas; Odemir M. Bruno (ICMLT, 2024)

Randomized Encoding Ensemble: A New Approach for Texture Representation. - Ricardo T. Fares; Ana Catarina M. Vicentim; Leonardo F. S. Scabini; Kallil M. C. Zielinski; Rachid Jennane; Odemir M. Bruno; Lucas Correia Ribas (IWSSIP, 2024)

A Comparative Survey of Vision Transformers for Feature Extraction in Texture Analysis. - Leonardo F. S. Scabini; Andre Sacilotti; Kallil M. C. Zielinski; Lucas Correia Ribas; Bernard De Baets; Odemir M. Bruno (CoRR, 2024)

A network classification method based on density time evolution patterns extracted from network automata. - Kallil M. C. Zielinski; Lucas Correia Ribas; Jeaneth Machicao; Odemir M. Bruno (Pattern Recognit., 2024)

Advanced wood species identification based on multiple anatomical sections and using deep feature transfer and fusion. - Kallil M. C. Zielinski; Leonardo F. S. Scabini; Lucas Correia Ribas; Núbia Rosa da Silva; Hans Beeckman; Jan Verwaeren; Odemir M. Bruno; Bernard De Baets (Comput. Electron. Agric., 2025)

A comprehensive taxonomy of cellular automata. - Michiel Rollier; Kallil M. C. Zielinski; Aisling J. Daly; Odemir M. Bruno; Jan M. Baetens (Commun. Nonlinear Sci. Numer. Simul., 2025)

VORTEX: Challenging CNNs at Texture Recognition by using Vision Transformers with Orderless and Randomized Token Encodings. - Leonardo F. S. Scabini; Kallil M. C. Zielinski; Emir Konuk; Ricardo T. Fares; Lucas Correia Ribas; Kevin Smith 001; Odemir M. Bruno (CoRR, 2025)