Emilio Del-Moral-Hernandez

33 papers B 10C 1Journal 12Unranked 9
YearRankTypeTitle / Venue / Authors
2025 B conf
A Reinforcement Learning Method for Environments with Stochastic Variables: Post-Decision Proximal Policy Optimization with Dual Critic Networks.
IJCNN
Leonardo Kanashiro Felizardo, Edoardo Fadda, Paolo Brandimarte, Emilio Del-Moral-Hernandez, Mariá Cristina Vasconcelos Nascimento
2025 J jnl
A Reinforcement Learning Method for Environments with Stochastic Variables: Post-Decision Proximal Policy Optimization with Dual Critic Networks.
CoRR
Leonardo Kanashiro Felizardo, Edoardo Fadda, Paolo Brandimarte, Emilio Del-Moral-Hernandez, Mariá Cristina Vasconcelos Nascimento
2024 J jnl
Reinforcement learning approaches for the stochastic discrete lot-sizing problem on parallel machines.
Expert Syst. Appl.
Leonardo Kanashiro Felizardo, Edoardo Fadda, Emilio Del-Moral-Hernandez, Paolo Brandimarte
2023 — conf
CNN-LSTM Optimized by Genetic Algorithm in Time Series Forecasting: An Automatic Method to Use Deep Learning.
ICAISC (1)
Eder Urbinate, Fernando Itano, Emilio Del-Moral-Hernandez
2022 J jnl
Forecasting US dollar exchange rate movement with computational models and human behavior.
Expert Syst. Appl.
Elia Yathie Matsumoto, Emilio Del-Moral-Hernandez, Claudia Emiko Yoshinaga, Afonso de Campos Pinto
2022 J jnl
Outperforming algorithmic trading reinforcement learning systems: A supervised approach to the cryptocurrency market.
Expert Syst. Appl.
Leonardo Kanashiro Felizardo, Francisco Caio Lima Paiva, Catharine de Vita Graves, Elia Yathie Matsumoto, Anna Helena Reali Costa, Emilio Del-Moral-Hernandez, Paolo Brandimarte
2022 J jnl
Reinforcement Learning Applied to Trading Systems: A Survey.
CoRR
Leonardo Kanashiro Felizardo, Francisco Caio Lima Paiva, Anna Helena Reali Costa, Emilio Del-Moral-Hernandez
2022 B conf
Solving the optimal stopping problem with reinforcement learning: an application in financial option exercise.
IJCNN
Leonardo Kanashiro Felizardo, Elia Yathie Matsumoto, Emilio Del-Moral-Hernandez
2022 J jnl
Solving the optimal stopping problem with reinforcement learning: an application in financial option exercise.
CoRR
Leonardo Kanashiro Felizardo, Elia Yathie Matsumoto, Emilio Del-Moral-Hernandez
2021 J jnl
A model to estimate the Self-Organizing Maps grid dimension for Prototype Generation.
Intell. Data Anal.
Leandro Augusto da Silva, Bruno P. de Vasconcelos, Emilio Del-Moral-Hernandez
2019 — conf
Comparative study of Bitcoin price prediction using WaveNets, Recurrent Neural Networks and other Machine Learning Methods.
BESC
Leonardo Kanashiro Felizardo, Roberth Oliveira, Emilio Del-Moral-Hernandez, Fábio Gagliardi Cozman
2019 J jnl
Human actions recognition in video scenes from multiple camera viewpoints.
Cogn. Syst. Res.
Fernando Itano, Ricardo Pires, Miguel Angelo de Abreu de Sousa, Emilio Del-Moral-Hernandez
2018 — conf
A CMOS Squarer Based Nonlinear Filter for Spike Detection.
ICECS
Julio Saldaña Pumarica, Emilio Del-Moral-Hernandez
2018 B conf
An FPGA-based SOM circuit architecture for online learning of 64-QAM data streams.
IJCNN
Miguel Angelo de Abreu de Sousa, Ricardo Pires, Sara D. dos S. Perseghini, Emilio Del-Moral-Hernandez
2018 — conf
Balancing Convolutional Neural Networks Pipeline in FPGAs.
ICANN (1)
Mark Cappello Ferreira de Sousa, Miguel Angelo de Abreu de Sousa, Emilio Del-Moral-Hernandez
2018 — conf
Comparing methods for the estimation of a stationary battery's capacity.
ICCE-Berlin
Patrick Cadier D'Aquino e Baroni Santos, Antonio Carlos Seabra, Emilio Del-Moral-Hernandez
2018 B conf
Extending MLP ANN hyper-parameters Optimization by using Genetic Algorithm.
IJCNN
Fernando Itano, Miguel Angelo de Abreu de Sousa, Emilio Del-Moral-Hernandez
2018 J jnl
OFDM symbol identification by an unsupervised learning system under dynamically changing channel effects.
Neural Comput. Appl.
Miguel Angelo de Abreu de Sousa, Ricardo Pires, Emilio Del-Moral-Hernandez
2017 B conf
An FPGA distributed implementation model for embedded SOM with on-line learning.
IJCNN
Miguel Angelo de Abreu de Sousa, Emilio Del-Moral-Hernandez
2017 C conf
Comparison of three FPGA architectures for embedded multidimensional categorization through Kohonen's self-organizing maps.
ISCAS
Miguel Angelo de Abreu de Sousa, Emilio Del-Moral-Hernandez
2016 — conf
A CMOS implementation of the discrete time nonlinear energy operator based on a transconductor-squarer circuit.
LASCAS
Julio Saldaña Pumarica, Carlos Silva Cárdenas, Emilio Del-Moral-Hernandez
2016 J jnl
Improving regression predictions using individual point reliability estimates based on critical error scenarios.
Inf. Sci.
Elia Yathie Matsumoto, Emilio Del-Moral-Hernandez
2014 J jnl
Architecture Analysis of an FPGA-Based Hopfield Neural Network.
Adv. Artif. Neural Syst.
Miguel Angelo de Abreu de Sousa, Edson Lemos Horta, Sergio Takeo Kofuji, Emilio Del-Moral-Hernandez
2013 B conf
Fine-tuning of the SOMkNN classifier.
IJCNN
Leandro Augusto da Silva, Edson C. Kitani, Emilio Del-Moral-Hernandez
2012 — conf
Learning Embedded Data Structure with Self-Organizing Maps.
WSOM
Edson C. Kitani, Emilio Del-Moral-Hernandez, Leandro Augusto da Silva
2012 — conf
SOMM - Self-Organized Manifold Mapping.
ICANN (2)
Edson Caoru Kitani, Emilio Del-Moral-Hernandez, Leandro Augusto da Silva
2011 B conf
A SOM combined with KNN for classification task.
IJCNN
Leandro Augusto da Silva, Emilio Del-Moral-Hernandez
2011 J jnl
Combining wavelets transform and Hu moments with self-organizing maps for medical image categorization.
J. Electronic Imaging
Leandro Augusto da Silva, Emilio Del-Moral-Hernandez, Ramon Alfredo Moreno, Sérgio Shiguemi Furuie
2011 — conf
Discriminant Component Analysis and Self-Organized Manifold Mapping for Exploring and Understanding Image Face Spaces.
SIBGRAPI Tutorials
Gilson A. Giraldi, Edson C. Kitani, Emilio Del-Moral-Hernandez, Carlos E. Thomaz
2010 B conf
SVM - Neighbor based candidate working set selection applied on text-categorization.
IJCNN
Eduardo Akira Kinto, Emilio Del-Moral-Hernandez
2009 — ch.
Chaotic Neural Networks.
Encyclopedia of Artificial Intelligence
Emilio Del-Moral-Hernandez
2009 B conf
Context dependent pattern recognition - A framework for hybrid architectures bridging chaotic neural networks based on Recursive Processing Elements and symbolic information.
IJCNN
Emilio Del-Moral-Hernandez, Humberto Sandmann, Gleison Araujo
2005 B conf
Non-homogenous structures in neural networks with chaotic recursive nodes: dealing with diverse multi-assemblies architectures, connectivity and arbitrary bifurcating nodes.
IJCNN
Emilio Del-Moral-Hernandez