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ORCIDLeonardo A. F. Mendoza
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- affiliation: Pontifical Catholic University of Rio de Janeiro, Electrical Engineering Department, Brazil
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Journal Articles
- 2024
[j4]João F. Chaves
, Leosdan F. Noris, Elder Yokoyama, Fredy G. Osorio G., Leonardo A. F. Mendoza, Jefferson F. D. F. Araújo:
Multisensor Magnetic Scanning Microscope for Remanent Magnetic Field Measurements. Sensors 24(7): 2294 (2024)- 2021
- [j3]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) - 2019
- [j2]Jefferson F. D. F. Araújo, Andre L. A. Reis, Vanderlei C. Oliveira Jr., Amanda F. Santos, Cleanio Luz-Lima, Elder Yokoyama, Leonardo A. F. Mendoza, João M. B. Pereira, Antonio C. Bruno:
Characterizing Complex Mineral Structures in Thin Sections of Geological Samples with a Scanning Hall Effect Microscope. Sensors 19(7): 1636 (2019) - 2014
- [j1]Leonardo Forero Mendoza, Marley M. B. R. Vellasco, Karla Figueiredo:
Intelligent Multiagent Coordination Based on Reinforcement Hierarchical Neuro-fuzzy Models. Int. J. Neural Syst. 24(8) (2014)
Conference and Workshop Papers
- 2023
- [c17]Evelyn Conceição Santos Batista, Wouter Caarls, Leonardo A. F. Mendoza, Marco Aurélio Pacheco:
DRQN to optimize viewpoint planning in underwater environments. LA-CCI 2023: 1-6 - 2022
- [c16]Jose David Bermudez Castro, Jose E. Ruiz, Pedro Achanccaray Diaz, Smith W. Arauco Canchumuni, Cristian Muñoz Villalobos, Felipe Borges Coelho, Leonardo Forero Mendoza, Marco Aurélio Cavalcanti Pacheco:
A Free Web Service for Fast COVID-19 Classification of Chest X-Ray Images with Artificial Intelligence. ICCSA (1) 2022: 412-427 - [c15]Cristian Muñoz Villalobos, Leonardo Forero Mendoza, Harold Dias de Mello, César H. Valencia, Alvaro Orjuela, Ricardo Tanscheit, Marco Aurélio Cavalcanti Pacheco:
Sentimental Analysis on Social Media Comments with Recurring Models and Pretrained Word Embeddings in Portuguese. NLPIR 2022: 205-209 - 2020
- [c14]Juliana C. Carvalho de Araújo, Cláudia Freitas, Marco Aurélio Cavalcanti Pacheco, Leonardo A. Forero Mendoza:
An Investigation of Pre-trained Embeddings in Dependency Parsing. PROPOR 2020: 281-290 - 2019
- [c13]Arthur Silveira, Cristian Muñoz, Leonardo A. F. Mendoza:
Severe Asthma Exacerbations Prediction Using Neural Networks. EANN 2019: 115-124 - [c12]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: 19-28 - [c11]Gabriel Lins Tenório, Cristian E. Muñoz Villalobos, Leonardo A. Forero Mendoza, Eduardo Costa da Silva, Wouter Caarls:
Improving Transfer Learning Performance: An Application in the Classification of Remote Sensing Data. ICAART (2) 2019: 174-183 - 2018
- [c10]Jeff A. Maynard, Alvaro Talavera, Leonardo Forero, Marco Aurélio Cavalcanti Pacheco:
Estimating the Geological Properties in Oil Reservoirs Through Multi-Gene Genetic Programming. CEC 2018: 1-5 - [c9]Manoela Kohler, Leonardo Sondermann, Leonardo Forero, Marco Aurélio Cavalcanti Pacheco:
Classifying and Grouping Narratives with Convolutional Neural Networks, PCA and t-SNE. HIS 2018: 22-30 - [c8]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: 931-937 - [c7]Alvaro David Orjuela-Cañón, Hugo Fernando Posada Quintero, Cesar Hernando Valencia, Leonardo A. F. Mendoza:
On the Use of Neuroevolutive Methods as Support Tools for Diagnosing Appendicitis and Tuberculosis. WEA (1) 2018: 171-181 - 2017
- [c6]Alvaro David Orjuela-Cañón, Andrés Felipe Ruiz Olaya, Leonardo Forero:
Deep neural network for EMG signal classification of wrist position: Preliminary results. LA-CCI 2017: 1-5 - 2016
- [c5]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: 2518-2523 - [c4]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: 1-6 - [c3]Alvaro Talavera, Leonardo Forero, Manoela Kohler, Marco Aurélio Pacheco:
Characterization of sustainability using fuzzy opinion systems. LA-CCI 2016: 1-6 - [c2]Carlos Magno C. O. Valle, Ricardo Tanscheit, Leonardo A. Forero Mendoza:
Computed-torque control of a simulated bipedal robot with locomotion by reinforcement learning. LA-CCI 2016: 1-6 - 2010
- [c1]Leonardo Alfredo Forero Mendoza, Edson Cataldo, Marley M. B. R. Vellasco, Marco Silva:
Classification of Voice Aging Using Parameters Extracted from the Glottal Signal. ICANN (3) 2010: 149-156
Informal and Other Publications
- 2020
- [i1]Jose David Bermudez Castro, Ricardo Rei, Jose E. Ruiz, Pedro Achanccaray Diaz, Smith W. Arauco Canchumuni, Cristian E. Muñoz Villalobos, Felipe Borges Coelho, Leonardo Forero Mendoza, Marco Aurélio Cavalcanti Pacheco:
A free web service for fast COVID-19 classification of chest X-Ray images. CoRR abs/2009.01657 (2020)
Coauthor Index
aka: Marco Aurélio Cavalcanti Pacheco
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