| Flexible control of discrete event systems using environment simulation and reinforcement learning KMC Zielinski, LV Hendges, JB Florindo, YK Lopes, R Ribeiro, M Teixeira, ... Applied Soft Computing 111, 107714, 2021 | 24 | 2021 |
| RADAM: Texture recognition through randomized aggregated encoding of deep activation maps L Scabini, KM Zielinski, LC Ribas, WN Gonçalves, B De Baets, OM Bruno Pattern Recognition 143, 109802, 2023 | 20 | 2023 |
| A novel approach to estimated Boulingand-Minkowski fractal dimension from complex networks LAP de Sá, KMC Zielinski, ÉO Rodrigues, AR Backes, JB Florindo, ... Chaos, Solitons & Fractals 157, 111894, 2022 | 7 | 2022 |
| Complex texture features learned by applying randomized neural network on graphs KMC Zielinski, LC Ribas, LFS Scabini, OM Bruno 2022 Eleventh International Conference on Image Processing Theory, Tools and …, 2022 | 6 | 2022 |
| A network classification method based on density time evolution patterns extracted from network automata KMC Zielinski, LC Ribas, J Machicao, OM Bruno Pattern Recognition 146, 109946, 2024 | 3 | 2024 |
| Concept and the implementation of a tool to convert industry 4.0 environments modeled as FSM to an OpenAI Gym wrapper K Zielinski, M Teixeira, R Ribeiro, D Casanova arXiv preprint arXiv:2006.16035, 2020 | 3 | 2020 |
| A comprehensive taxonomy of cellular automata M Rollier, KMC Zielinski, AJ Daly, OM Bruno, JM Baetens Communications in Nonlinear Science and Numerical Simulation, 108362, 2024 | 1 | 2024 |
| Exploring neighborhood variancy for rule search optimization in Life-like Network Automata KMC Zielinski, L Scabini, LC Ribas, OM Bruno 2024 14th International Conference on Pattern Recognition Systems (ICPRS), 1-7, 2024 | | 2024 |
| Randomized Encoding Ensemble: A New Approach for Texture Representation RT Fares, ACM Vicentim, L Scabini, KM Zielinski, R Jennane, OM Bruno, ... 2024 31st International Conference on Systems, Signals and Image Processing …, 2024 | | 2024 |
| A Comparative Survey of Vision Transformers for Feature Extraction in Texture Analysis L Scabini, A Sacilotti, KM Zielinski, LC Ribas, B De Baets, OM Bruno arXiv preprint arXiv:2406.06136, 2024 | | 2024 |
| Deep Texture Feature Aggregation on Leaf Microscopy Images for Brazilian Plant Species Recognition L Scabini, K Zielinski, R Fares, E Konuk, G Miranda, R Kolb, L Ribas, ... Proceedings of the 2024 9th International Conference on Machine Learning …, 2024 | | 2024 |
| Advanced wood species identification based on multiple anatomical sections and using deep feature transfer and fusion KM Zielinski, L Scabini, LC Ribas, NR da Silva, H Beeckman, ... arXiv preprint arXiv:2404.08585, 2024 | | 2024 |
| Identificação de espécies de madeira baseado em fusão de características em três planos anatômicos LC Ribas, KMC Zielinski, OM Bruno Livro de Resumos, 2023 | | 2023 |
| Aprendizado de características texturais complexas com redes neurais randomizadas em grafos KMC Zielinski, OM Bruno, LC Ribas Livro de Resumos, 2022 | | 2022 |
| Controle flexível de sistemas a eventos discretos utilizando simulação de ambiente e aprendizado por reforço KMC Zielinski | | 2021 |
| Analysis of futsal matches using a single-camera computer vision system H Paulichen, K Zielinski, D Casanova, P Cavalcanti Anais do XVI Workshop de Visão Computacional, 134-139, 2020 | | 2020 |
| Aplicação da Teoria de Controle Supervisório em um Robô de Sumô Autônomo KMC Zielinski, F Favarim, CRC Torrico Anais do Computer on the Beach 10, 061-070, 2019 | | 2019 |
Odemir Martinez BrunoProfessor, University of S. PauloVerified email at ifsc.usp.br
