Emilio Del-Moral-Hernandez

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 21

Top Topics

Trading Systems

Reinforcement Learning

Top Venues

Expert Syst. Appl.

Publications

Leonardo Kanashiro Felizardo, Edoardo Fadda, Emilio Del-Moral-Hernandez, Paolo Brandimarte
Reinforcement learning approaches for the stochastic discrete lot-sizing problem on parallel machines. Expert Syst. Appl. 246 (2024)
Eder Urbinate, Fernando Itano, Emilio Del-Moral-Hernandez
CNN-LSTM Optimized by Genetic Algorithm in Time Series Forecasting: An Automatic Method to Use Deep Learning. ICAISC (1) (2023)
Leonardo Kanashiro Felizardo, Francisco Caio Lima Paiva, Catharine de Vita Graves, Elia Yathie Matsumoto, Anna Helena Reali Costa, Emilio Del-Moral-Hernandez, Paolo Brandimarte
Outperforming algorithmic trading reinforcement learning systems: A supervised approach to the cryptocurrency market. Expert Syst. Appl. 202 (2022)
Leonardo Kanashiro Felizardo, Elia Yathie Matsumoto, Emilio Del-Moral-Hernandez
Solving the optimal stopping problem with reinforcement learning: an application in financial option exercise. CoRR (2022)
Elia Yathie Matsumoto, Emilio Del-Moral-Hernandez, Claudia Emiko Yoshinaga, Afonso de Campos Pinto
Forecasting US dollar exchange rate movement with computational models and human behavior. Expert Syst. Appl. 194 (2022)
Leonardo Kanashiro Felizardo, Francisco Caio Lima Paiva, Anna Helena Reali Costa, Emilio Del-Moral-Hernandez
Reinforcement Learning Applied to Trading Systems: A Survey. CoRR (2022)
Leonardo Kanashiro Felizardo, Elia Yathie Matsumoto, Emilio Del-Moral-Hernandez
Solving the optimal stopping problem with reinforcement learning: an application in financial option exercise. IJCNN (2022)
Leandro A. da Silva, Bruno P. de Vasconcelos, Emilio Del-Moral-Hernandez
A model to estimate the Self-Organizing Maps grid dimension for Prototype Generation. Intell. Data Anal. 25 (2) (2021)
Miguel Angelo de Abreu de Sousa, Ricardo Pires, Emilio Del-Moral-Hernandez
: A high throughput FPGA-based architecture for implementing Self-Organizing Maps and its application to video processing. Neural Networks 125 (2020)
Fernando Itano, Ricardo Pires, Miguel Angelo de Abreu de Sousa, Emilio Del-Moral-Hernandez
Human actions recognition in video scenes from multiple camera viewpoints. Cogn. Syst. Res. 56 (2019)
Leonardo Felizardo, Roberth Oliveira, Emilio Del-Moral-Hernandez, Fábio Gagliardi Cozman
Comparative study of Bitcoin price prediction using WaveNets, Recurrent Neural Networks and other Machine Learning Methods. BESC (2019)
Mark Cappello Ferreira de Sousa, Miguel Angelo de Abreu de Sousa, Emilio Del-Moral-Hernandez
Balancing Convolutional Neural Networks Pipeline in FPGAs. ICANN (1) (2018)
Miguel Angelo de Abreu de Sousa, Ricardo Pires, Emilio Del-Moral-Hernandez
OFDM symbol identification by an unsupervised learning system under dynamically changing channel effects. Neural Comput. Appl. 30 (12) (2018)
Fernando Itano, Miguel Angelo de Abreu de Sousa, Emilio Del-Moral-Hernandez
Extending MLP ANN hyper-parameters Optimization by using Genetic Algorithm. IJCNN (2018)
Julio Saldaña Pumarica, Emilio Del-Moral-Hernandez
A CMOS Squarer Based Nonlinear Filter for Spike Detection. ICECS (2018)
Miguel Angelo de Abreu de Sousa, Ricardo Pires, Sara D. dos S. Perseghini, Emilio Del-Moral-Hernandez
An FPGA-based SOM circuit architecture for online learning of 64-QAM data streams. IJCNN (2018)
Patrick Cadier D'Aquino e Baroni Santos, Antonio Carlos Seabra, Emilio Del-Moral-Hernandez
Comparing methods for the estimation of a stationary battery's capacity. ICCE-Berlin (2018)
Miguel Angelo de Abreu de Sousa, Emilio Del-Moral-Hernandez
An FPGA distributed implementation model for embedded SOM with on-line learning. IJCNN (2017)
Miguel Angelo de Abreu de Sousa, Emilio Del-Moral-Hernandez
Comparison of three FPGA architectures for embedded multidimensional categorization through Kohonen's self-organizing maps. ISCAS (2017)
Elia Yathie Matsumoto, Emilio Del-Moral-Hernandez
Improving regression predictions using individual point reliability estimates based on critical error scenarios. Inf. Sci. 374 (2016)
Julio Saldaña Pumarica, Carlos Silva Cárdenas, Emilio Del-Moral-Hernandez
A CMOS implementation of the discrete time nonlinear energy operator based on a transconductor-squarer circuit. LASCAS (2016)
Miguel Angelo de Abreu de Sousa, Edson Lemos Horta, Sergio Takeo Kofuji, Emilio Del-Moral-Hernandez
Architecture Analysis of an FPGA-Based Hopfield Neural Network. Adv. Artif. Neural Syst. 2014 (2014)
Leandro A. da Silva, Edson C. Kitani, Emilio Del-Moral-Hernandez
Fine-tuning of the SOMkNN classifier. IJCNN (2013)
Edson C. Kitani, Emilio Del-Moral-Hernandez, Leandro A. da Silva
Learning Embedded Data Structure with Self-Organizing Maps. WSOM (2012)
Edson Caoru Kitani, Emilio Del-Moral-Hernandez, Leandro Augusto da Silva
SOMM - Self-Organized Manifold Mapping. ICANN (2) (2012)
Leandro Augusto da Silva, Emilio Del-Moral-Hernandez
A SOM combined with KNN for classification task. IJCNN (2011)
Gilson A. Giraldi, Edson C. Kitani, Emilio Del-Moral-Hernandez, Carlos E. Thomaz
Discriminant Component Analysis and Self-Organized Manifold Mapping for Exploring and Understanding Image Face Spaces. SIBGRAPI Tutorials (2011)
Leandro A. da Silva, Emilio Del-Moral-Hernandez, Ramon Alfredo Moreno, Sérgio Shiguemi Furuie
Combining wavelets transform and Hu moments with self-organizing maps for medical image categorization. J. Electronic Imaging 20 (4) (2011)
Eduardo Akira Kinto, Emilio Del-Moral-Hernandez
SVM - Neighbor based candidate working set selection applied on text-categorization. IJCNN (2010)
Emilio Del-Moral-Hernandez, Humberto Sandmann, Gleison Araujo
Context dependent pattern recognition - A framework for hybrid architectures bridging chaotic neural networks based on Recursive Processing Elements and symbolic information. IJCNN (2009)