Marco Aurélio Pacheco

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 9

Top Topics

Neuro Fuzzy Models

Single Label Classification

Top Venues

Discov. Artif. Intell.

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)
Evelyn Conceição Santos Batista, Wouter Caarls, Leonardo A. F. Mendoza, Marco Aurélio Pacheco
DRQN to optimize viewpoint planning in underwater environments. LA-CCI (2023)
William Ramirez, Pedro Achanccaray Diaz, Marco Aurélio Pacheco
A comparative study of Deep Learning architectures for Classification of Natural and Human-made Sea Events in SAR images. Discov. Artif. Intell. 2 (1) (2022)
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)
Evelyn Conceição Santos Batista, Wouter Caarls, Leonardo A. Forero, Marco Aurélio Pacheco
Training an Agent to Find and Reach an Object in Different Environments using Visual Reinforcement Learning and Transfer Learning. ICAART (2) (2021)
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)
Leonardo Alfredo Mendoza, Evelyn Batista, Harold Dias de Mello, Marco Aurélio Pacheco
Multiagent Coordination Systems Based on Neuro-Fuzzy Models with Reinforcement Learning. ICMLA (2018)
Alvaro Talavera, Leonardo Forero, Manoela Kohler, Marco Aurélio Pacheco
Characterization of sustainability using fuzzy opinion systems. LA-CCI (2016)
Luciana Brugiolo Gonçalves, Marley M. B. R. Vellasco, Marco Aurélio Pacheco, Flávio Joaquim de Souza
Inverted hierarchical neuro-fuzzy BSP system: a novel neuro-fuzzy model for pattern classification and rule extraction in databases. IEEE Trans. Syst. Man Cybern. Syst. 36 (2) (2006)
F. Salazar, J. Pimentel, Marco Aurélio Pacheco, Marley M. B. R. Vellasco
Micro Power CMOS Analog Cells. SBCCI (1998)
Ricardo Salem Zebulum, Marco Aurélio Pacheco, Marley M. B. R. Vellasco
Synthesis of CMOS Operational Amplifiers through Genetic Algorithms. SBCCI (1998)