Marco Aurélio Pacheco

18 papers C 1Journal 4Unranked 12

Year	Rank	Type	Title / Venue / Authors
2024	—	`conf`	Canopy Height Estimation in Brazilian Amazon using Multisource Remote Sensing Datasets. LA-CCI Paola Edith Ayma Quirita, Abdigal Gabriel Camargo Barra, Laura Milena Parra Navarro, Amanda Lucas Pereira, Jose David Bermudez Castro, Manoela Kohler, Marco Aurélio Pacheco
2024	J	`jnl`	Classification of calcareous algae under noisy labels. Neural Comput. Appl. Vitor Bento, Manoela Kohler, Marco Aurélio Pacheco
2024	—	`conf`	Exploring State-of-the-Art LLMs from BERT to XLNet: A study over Question Answering. LA-CCI Laura Milena Parra Navarro, Evelyn Conceição Santos Batista, Marco Aurélio Pacheco
2024	—	`conf`	Lithology Identification in Carbonate Thin Section Images of the Brazilian Pre-Salt Reservoirs. LA-CCI Abdigal Camargo, Geilson Araujo, Alexandre Sanchetta, Manoela Kohler, Mauro Becker, Marco Aurélio Pacheco, Thais Fernandes, Bernardo Coutinho
2024	—	`conf`	Remaining Useful Life Prediction of Turbofan Engines with Fuzzy Systems. LA-CCI Marcelo Aguiar, Marley M. B. R. Vellasco, Ricardo Tanscheit, Manoela Kohler, Marco Aurélio Pacheco
2024	—	`conf`	TableRAG: A Novel Approach for Augmenting LLMs with Information from Retrieved Tables. STIL Elvis A. de Souza, Patricia Ferreira da Silva, Diogo Gomes, Vitor A. Batista, Evelyn Batista, Marco Aurélio Pacheco
2023	—	`conf`	DRQN to optimize viewpoint planning in underwater environments. LA-CCI Evelyn Conceição Santos Batista, Wouter Caarls, Leonardo A. F. Mendoza, Marco Aurélio Pacheco
2023	—	`conf`	Learning by Small Loss Approach Multi-label to Deal with Noisy Labels. ICCSA (1) Vitor Sousa, Amanda Lucas Pereira, Manoela Kohler, Marco Aurélio Pacheco
2022	J	`jnl`	A comparative study of Deep Learning architectures for Classification of Natural and Human-made Sea Events in SAR images. Discov. Artif. Intell. William Ramirez, Pedro Achanccaray Diaz, Marco Aurélio Pacheco
2021	J	`jnl`	Improving deep learning performance by using Explainable Artificial Intelligence (XAI) approaches. Discov. Artif. Intell. Vitor Bento, Manoela Kohler, Pedro Achanccaray Diaz, Leonardo A. F. Mendoza, Marco Aurélio Pacheco
2021	—	`conf`	Training an Agent to Find and Reach an Object in Different Environments using Visual Reinforcement Learning and Transfer Learning. ICAART (2) Evelyn Conceição Santos Batista, Wouter Caarls, Leonardo A. Forero, Marco Aurélio Pacheco
2019	—	`conf`	Analysis and Classification of Voice Pathologies using Glottal Signal Parameters with Recurrent Neural Networks and SVM. ICAART (2) Leonardo Forero Mendoza, Manoela Kohler, Cristian E. Muñoz, Evelyn Conceição Santos Batista, Marco Aurélio Pacheco
2018	C	`conf`	Multiagent Coordination Systems Based on Neuro-Fuzzy Models with Reinforcement Learning. ICMLA Leonardo Alfredo Mendoza, Evelyn Batista, Harold Dias de Mello, Marco Aurélio Pacheco
2016	—	`conf`	Characterization of sustainability using fuzzy opinion systems. LA-CCI Alvaro Talavera, Leonardo Forero, Manoela Kohler, Marco Aurélio Pacheco
2006	J	`jnl`	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. Luciana Brugiolo Gonçalves, Marley M. B. R. Vellasco, Marco Aurélio Pacheco, Flávio Joaquim de Souza
1998	—	`conf`	Micro Power CMOS Analog Cells. SBCCI Fabio A. Salazar, Júlio C. G. Pimentel, Marco Aurélio Pacheco, Marley M. B. R. Vellasco
1998	—	`conf`	Synthesis of CMOS Operational Amplifiers through Genetic Algorithms. SBCCI Ricardo Salem Zebulum, Marco Aurélio Pacheco, Marley M. B. R. Vellasco
1991	—	`—`	A "Neural-RISC" processor and parallel architecture for neural networks. Marco Aurélio Pacheco