Manoela Kohler

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 10

Top Topics

Swarm Optimization

Decision Support System

Polarity Classification

Top Venues

Neural Comput. Appl.

Publications

Vitor Bento, Manoela Kohler, Marco Aurélio Pacheco
Classification of calcareous algae under noisy labels. Neural Comput. Appl. 36 (6) (2024)
Vitor Sousa, Amanda Lucas Pereira, Manoela Kohler, Marco Aurélio Pacheco
Learning by Small Loss Approach Multi-label to Deal with Noisy Labels. ICCSA (1) (2023)
Vitor Bento, Manoela Kohler, Pedro Achanccaray Diaz, Leonardo A. F. Mendoza, Marco Aurélio Pacheco
Improving deep learning performance by using Explainable Artificial Intelligence (XAI) approaches. Discov. Artif. Intell. 1 (1) (2021)
Manoela Kohler, Marley M. B. R. Vellasco, Eugênio Silva, Karla Figueiredo
SimProxy Decision Support System: A Neural Network Proxy Applied to Reservoir and Surface Integrated Optimization. IEEE Syst. J. 14 (4) (2020)
Leonardo Forero Mendoza, Manoela Kohler, Cristian Muñoz, Evelyn Conceição Santos Batista, Marco Aurélio Pacheco
Analysis and Classification of Voice Pathologies using Glottal Signal Parameters with Recurrent Neural Networks and SVM. ICAART (2) (2019)
Manoela Kohler, Marley M. B. R. Vellasco, Ricardo Tanscheit
PSO+: A new particle swarm optimization algorithm for constrained problems. Appl. Soft Comput. 85 (2019)
Manoela Kohler, Leonardo Sondermann, Leonardo Forero, Marco Aurélio Cavalcanti Pacheco
Classifying and Grouping Narratives with Convolutional Neural Networks, PCA and t-SNE. HIS (2018)
Manoela Kohler, Leonardo Forero, Marley M. B. R. Vellasco, Ricardo Tanscheit, Marco Aurélio Cavalcanti Pacheco
PSO+: A nonlinear constraints-handling particle swarm optimization. CEC (2016)
Alvaro Talavera, Leonardo Forero, Manoela Kohler, Marco Aurélio Pacheco
Characterization of sustainability using fuzzy opinion systems. LA-CCI (2016)
Renato S. C. da Rocha, Leonardo Forero, Harold Dias de Mello, Manoela Kohler, Marley M. B. R. Vellasco
Polarity classification on web-based reviews using Support Vector Machine. LA-CCI (2016)