PSO+: A nonlinear constraints-handling particle swarm optimization. - Manoela Kohler; Leonardo Forero 001; Marley M. B. R. Vellasco; Ricardo Tanscheit; Marco Aurélio Cavalcanti Pacheco (CEC, 2016)

Polarity classification on web-based reviews using Support Vector Machine. - Renato S. C. da Rocha; Leonardo Forero 001; Harold Dias de Mello; Manoela Kohler; Marley M. B. R. Vellasco (LA-CCI, 2016)

Characterization of sustainability using fuzzy opinion systems. - Alvaro Talavera; Leonardo Forero 001; Manoela Kohler; Marco Aurélio Pacheco (LA-CCI, 2016)

Classifying and Grouping Narratives with Convolutional Neural Networks, PCA and t-SNE. - Manoela Kohler; Leonardo Sondermann; Leonardo Forero 001; Marco Aurélio Cavalcanti Pacheco (HIS, 2018)

Analysis and Classification of Voice Pathologies using Glottal Signal Parameters with Recurrent Neural Networks and SVM. - Leonardo Forero Mendoza; Manoela Kohler; Cristian E. Muñoz; Evelyn Conceição Santos Batista; Marco Aurélio Pacheco (ICAART (2), 2019)

PSO+: A new particle swarm optimization algorithm for constrained problems. - Manoela Kohler; Marley M. B. R. Vellasco; Ricardo Tanscheit (Appl. Soft Comput., 2019)

SimProxy Decision Support System: A Neural Network Proxy Applied to Reservoir and Surface Integrated Optimization. - Manoela Kohler; Marley M. B. R. Vellasco; Eugênio Silva; Karla Figueiredo (IEEE Syst. J., 2020)

Improving deep learning performance by using Explainable Artificial Intelligence (XAI) approaches. - Vitor Bento; Manoela Kohler; Pedro Achanccaray Diaz; Leonardo A. F. Mendoza; Marco Aurélio Pacheco (Discov. Artif. Intell., 2021)

Learning by Small Loss Approach Multi-label to Deal with Noisy Labels. - Vitor Sousa; Amanda Lucas Pereira; Manoela Kohler; Marco Aurélio Pacheco (ICCSA (1), 2023)

Remaining Useful Life Prediction of Turbofan Engines with Fuzzy Systems. - Marcelo Aguiar; Marley M. B. R. Vellasco; Ricardo Tanscheit; Manoela Kohler; Marco Aurélio Pacheco (LA-CCI, 2024)

Lithology Identification in Carbonate Thin Section Images of the Brazilian Pre-Salt Reservoirs. - Abdigal Camargo; Geilson Araujo; Alexandre Sanchetta; Manoela Kohler; Mauro Becker; Marco Aurélio Pacheco; Thais Fernandes; Bernardo Coutinho (LA-CCI, 2024)

Semi and Self-supervised Learning for Multi-label Image Classification: An Underwater Inspection Imagery Application. - Amanda Lucas Pereira; Manoela Kohler; Jose David Bermudez Castro; Marco Aurélio Cavalcanti Pacheco (LA-CCI, 2024)

Canopy Height Estimation in Brazilian Amazon using Multisource Remote Sensing Datasets. - Paola Edith Ayma Quirita; Abdigal Gabriel Camargo Barra; Laura Milena Parra Navarro; Amanda Lucas Pereira; Jose David Bermudez Castro; Manoela Kohler; Marco Aurélio Pacheco (LA-CCI, 2024)

Classification of calcareous algae under noisy labels. - Vitor Bento; Manoela Kohler; Marco Aurélio Pacheco (Neural Comput. Appl., 2024)