Manoela Kohler

According to our database, Manoela Kohler authored at least 10 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Classification of calcareous algae under noisy labels.

Vitor Bento, Manoela Kohler, Marco Aurélio Pacheco

Neural Comput. Appl., February, 2024

2023

Learning by Small Loss Approach Multi-label to Deal with Noisy Labels.

Vitor Sousa, Amanda Lucas Pereira, Manoela Kohler, Marco Aurélio Pacheco

Proceedings of the Computational Science and Its Applications - ICCSA 2023, 2023

2021

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

2020

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

2019

PSO+: A new particle swarm optimization algorithm for constrained problems.

Manoela Kohler, Marley M. B. R. Vellasco, Ricardo Tanscheit

Appl. Soft Comput., 2019

Analysis and Classification of Voice Pathologies using Glottal Signal Parameters with Recurrent Neural Networks and SVM.

Leonardo Forero Mendoza, Manoela Kohler, Cristian Muñoz, Evelyn Conceição Santos Batista, Marco Aurélio Pacheco

Proceedings of the 11th International Conference on Agents and Artificial Intelligence, 2019

2018

Classifying and Grouping Narratives with Convolutional Neural Networks, PCA and t-SNE.

Manoela Kohler, Leonardo Sondermann, Leonardo Forero, Marco Aurélio Cavalcanti Pacheco

Proceedings of the Hybrid Intelligent Systems, 2018

2016

Characterization of sustainability using fuzzy opinion systems.

Alvaro Talavera, Leonardo Forero, Manoela Kohler, Marco Aurélio Pacheco

Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2016

Polarity classification on web-based reviews using Support Vector Machine.

Renato S. C. da Rocha, Leonardo Forero, Harold Dias de Mello, Manoela Kohler, Marley M. B. R. Vellasco

Proceedings of the IEEE Latin American Conference on Computational Intelligence, 2016

PSO+: A nonlinear constraints-handling particle swarm optimization.

Manoela Kohler, Leonardo Forero, Marley M. B. R. Vellasco, Ricardo Tanscheit, Marco Aurélio Cavalcanti Pacheco

Proceedings of the IEEE Congress on Evolutionary Computation, 2016