Emilio Del-Moral-Hernandez

According to our database, Emilio Del-Moral-Hernandez authored at least 55 papers between 1995 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

CNN-LSTM Optimized by Genetic Algorithm in Time Series Forecasting: An Automatic Method to Use Deep Learning.

Eder Urbinate, Fernando Itano, Emilio Del-Moral-Hernandez

Proceedings of the Artificial Intelligence and Soft Computing, 2023

2022

Forecasting US dollar exchange rate movement with computational models and human behavior.

Elia Yathie Matsumoto, Emilio Del-Moral-Hernandez, Claudia Emiko Yoshinaga, Afonso de Campos Pinto

Expert Syst. Appl., 2022

Outperforming algorithmic trading reinforcement learning systems: A supervised approach to the cryptocurrency market.

Leonardo Kanashiro Felizardo, Francisco Caio Lima Paiva, Catharine de Vita Graves, Elia Yathie Matsumoto, Anna Helena Reali Costa, Emilio Del-Moral-Hernandez, Paolo Brandimarte

Expert Syst. Appl., 2022

Reinforcement Learning Applied to Trading Systems: A Survey.

Leonardo Kanashiro Felizardo, Francisco Caio Lima Paiva, Anna Helena Reali Costa, Emilio Del-Moral-Hernandez

CoRR, 2022

Solving the optimal stopping problem with reinforcement learning: an application in financial option exercise.

Leonardo Kanashiro Felizardo, Elia Yathie Matsumoto, Emilio Del-Moral-Hernandez

Proceedings of the International Joint Conference on Neural Networks, 2022

2021

A model to estimate the Self-Organizing Maps grid dimension for Prototype Generation.

Leandro Augusto da Silva, Bruno P. de Vasconcelos, Emilio Del-Moral-Hernandez

Intell. Data Anal., 2021

2020

<i>SOMprocessor</i>: A high throughput FPGA-based architecture for implementing Self-Organizing Maps and its application to video processing.

Miguel Angelo de Abreu de Sousa, Ricardo Pires, Emilio Del-Moral-Hernandez

Neural Networks, 2020

2019

Human actions recognition in video scenes from multiple camera viewpoints.

Fernando Itano, Ricardo Pires, Miguel Angelo de Abreu de Sousa, Emilio Del-Moral-Hernandez

Cogn. Syst. Res., 2019

Comparative study of Bitcoin price prediction using WaveNets, Recurrent Neural Networks and other Machine Learning Methods.

Leonardo Kanashiro Felizardo, Roberth Oliveira, Emilio Del-Moral-Hernandez, Fábio Gagliardi Cozman

Proceedings of the 6th International Conference on Behavioral, 2019

2018

OFDM symbol identification by an unsupervised learning system under dynamically changing channel effects.

Miguel Angelo de Abreu de Sousa, Ricardo Pires, Emilio Del-Moral-Hernandez

Neural Comput. Appl., 2018

An FPGA-based SOM circuit architecture for online learning of 64-QAM data streams.

Miguel Angelo de Abreu de Sousa, Ricardo Pires, Sara D. dos S. Perseghini, Emilio Del-Moral-Hernandez

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

Extending MLP ANN hyper-parameters Optimization by using Genetic Algorithm.

Fernando Itano, Miguel Angelo de Abreu de Sousa, Emilio Del-Moral-Hernandez

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

A CMOS Squarer Based Nonlinear Filter for Spike Detection.

Julio Saldaña Pumarica, Emilio Del-Moral-Hernandez

Proceedings of the 25th IEEE International Conference on Electronics, Circuits and Systems, 2018

Comparing methods for the estimation of a stationary battery's capacity.

Patrick Cadier D'Aquino e Baroni Santos, Antonio Carlos Seabra, Emilio Del-Moral-Hernandez

Proceedings of the 8th IEEE International Conference on Consumer Electronics - Berlin, 2018

Balancing Convolutional Neural Networks Pipeline in FPGAs.

Mark Cappello Ferreira de Sousa, Miguel Angelo de Abreu de Sousa, Emilio Del-Moral-Hernandez

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2018, 2018

2017

Comparison of three FPGA architectures for embedded multidimensional categorization through Kohonen's self-organizing maps.

Miguel Angelo de Abreu de Sousa, Emilio Del-Moral-Hernandez

Proceedings of the IEEE International Symposium on Circuits and Systems, 2017

An FPGA distributed implementation model for embedded SOM with on-line learning.

Miguel Angelo de Abreu de Sousa, Emilio Del-Moral-Hernandez

Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

2016

Improving regression predictions using individual point reliability estimates based on critical error scenarios.

Elia Yathie Matsumoto, Emilio Del-Moral-Hernandez

Inf. Sci., 2016

A CMOS implementation of the discrete time nonlinear energy operator based on a transconductor-squarer circuit.

Julio Saldaña Pumarica, Carlos Silva Cárdenas, Emilio Del-Moral-Hernandez

Proceedings of the IEEE 7th Latin American Symposium on Circuits & Systems, 2016

2014

Architecture Analysis of an FPGA-Based Hopfield Neural Network.

Miguel Angelo de Abreu de Sousa, Edson Lemos Horta, Sergio Takeo Kofuji, Emilio Del-Moral-Hernandez

Adv. Artif. Neural Syst., 2014

Estimation of individual prediction reliability using error analysis applied to short-term load forecasting problem.

Elia Yathie Matsumoto, Emílio Del Moral Hernandez

Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

2013

Fine-tuning of the SOMkNN classifier.

Leandro Augusto da Silva, Edson C. Kitani, Emilio Del-Moral-Hernandez

Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

Using neural networks committee machines to improve outcome prediction assessment in nonlinear regression.

Elia Yathie Matsumoto, Emílio Del Moral Hernandez

Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

2012

Learning Embedded Data Structure with Self-Organizing Maps.

Edson C. Kitani, Emilio Del-Moral-Hernandez, Leandro Augusto da Silva

Proceedings of the Advances in Self-Organizing Maps - 9th International Workshop, 2012

SOMM - Self-Organized Manifold Mapping.

Edson Caoru Kitani, Emilio Del-Moral-Hernandez, Leandro Augusto da Silva

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2012, 2012

2011

Combining wavelets transform and Hu moments with self-organizing maps for medical image categorization.

Leandro Augusto da Silva, Emilio Del-Moral-Hernandez, Ramon Alfredo Moreno, Sérgio Shiguemi Furuie

J. Electronic Imaging, 2011

Discriminant Component Analysis and Self-Organized Manifold Mapping for Exploring and Understanding Image Face Spaces.

Gilson A. Giraldi, Edson C. Kitani, Emilio Del-Moral-Hernandez, Carlos E. Thomaz

Proceedings of the 24th SIBGRAPI Conference on Graphics, Patterns and Images - Tutorials, 2011

A SOM combined with KNN for classification task.

Leandro Augusto da Silva, Emilio Del-Moral-Hernandez

Proceedings of the 2011 International Joint Conference on Neural Networks, 2011

2010

Visual Interpretation of Self Organizing Maps.

Edson C. Kitani, Emílio Del Moral Hernandez, Carlos E. Thomaz, Leandro Augusto da Silva

Proceedings of the 11th Brazilian Symposium on Neural Networks (SBRN 2010), 2010

SVM - Neighbor based candidate working set selection applied on text-categorization.

Eduardo Akira Kinto, Emilio Del-Moral-Hernandez

Proceedings of the International Joint Conference on Neural Networks, 2010

2009

Chaotic Neural Networks.

Emilio Del-Moral-Hernandez

Proceedings of the Encyclopedia of Artificial Intelligence (3 Volumes), 2009

Context dependent pattern recognition - A framework for hybrid architectures bridging chaotic neural networks based on Recursive Processing Elements and symbolic information.

Emilio Del-Moral-Hernandez, Humberto Sandmann, Gleison Araujo

Proceedings of the International Joint Conference on Neural Networks, 2009

2008

Classification of breast masses using a committee machine of artificial neural networks.

Leandro Augusto da Silva, Emílio Del Moral Hernandez, Rangaraj M. Rangayyan

J. Electronic Imaging, 2008

A Methodology Using Neural Network to Cluster Validity Discovered from a Marketing Database.

Renato José Sassi, Leandro Augusto da Silva, Emílio Del Moral Hernandez

Proceedings of the 10th Brazilian Symposium on Neural Networks (SBRN 2008), 2008

A self-organizing architecture of recursive elements for continuous learning.

Leandro Augusto da Silva, Humberto Sandmann, Emílio Del Moral Hernandez

Proceedings of the International Joint Conference on Neural Networks, 2008

RPE-BAM networks: Bidirectional heteroassociation in neural networks of recursive nodes with rich dynamics.

Emílio Del Moral Hernandez

Proceedings of the International Joint Conference on Neural Networks, 2008

Using self Organizing Maps and Nearest-Neighbor to Data Clustering.

Clodis Boscarioli, Emílio Del Moral Hernandez, Leandro Augusto da Silva

Proceedings of the 2008 International Conference on Artificial Intelligence, 2008

2007

CMOS encoder for scale-independent pattern recognition.

Julio Saldaña Pumarica, Emílio Del Moral Hernandez, Carlos Silva Cárdenas

Proceedings of the 20th Annual Symposium on Integrated Circuits and Systems Design, 2007

A Preliminary Neural Model for Movement Direction Recognition Based on Biologically Plausible Plasticity Rules.

Eduardo Akira Kinto, Emílio Del Moral Hernandez, Alexis Marcano-Cedeño, Francisco Javier Ropero Peláez

Proceedings of the Nature Inspired Problem-Solving Methods in Knowledge Engineering, 2007

Medical Image Categorization Based on Wavelet Transform and Self-Organizing Map.

Leandro Augusto da Silva, Ramon Alfredo Moreno, Sérgio Shiguemi Furuie, Emílio Del Moral Hernandez

Proceedings of the Seventh International Conference on Intelligent Systems Design and Applications, 2007

Performing Neuro-Like Computation Through Attractor Networks with Nodes with Rich Dynamics.

Emílio Del Moral Hernandez

Proceedings of the International Joint Conference on Neural Networks, 2007

2006

Chaotic Searches and Stable Spatio-temporal Patterns as a Naturally Emergent Mixture in Networks of Spiking Neural Oscillators with Rich Dynamics.

Emílio Del Moral Hernandez

Proceedings of the International Joint Conference on Neural Networks, 2006

Fragmented Basins of Attraction of Recursive Processing Elements in Associative Neural Networks and its Impact on Pattern Recovery Performance.

Emílio Del Moral Hernandez

Proceedings of the International Joint Conference on Neural Networks, 2006

Neural Networks and Rough Sets: A comparative study on data classification.

Renato José Sassi, Leandro Augusto da Silva, Emílio Del Moral Hernandez

Proceedings of the 2006 International Conference on Artificial Intelligence, 2006

2005

Non-homogenous neural networks with chaotic recursive nodes: Connectivity and multi-assemblies structures in recursive processing elements architectures.

Emílio Del Moral Hernandez

Neural Networks, 2005

Using independent subspace analysis for selecting filters used in texture processing.

Carlos Silva Santos, João Eduardo Kögler Jr., Emílio Del Moral Hernandez

Proceedings of the 2005 International Conference on Image Processing, 2005

2004

Contrasting coupling strategies in associative neural networks with chaotic recursive processing elements.

Emílio Del Moral Hernandez

Proceedings of the IASTED International Conference on Neural Networks and Computational Intelligence, 2004

2003

Neural networks with chaotic recursive nodes: techniques for the design of associative memories, contrast with Hopfield architectures, and extensions for time-dependent inputs.

Emílio Del Moral Hernandez

Neural Networks, 2003

MLP+H: A Hybrid Neural Architecture Formed by the Interaction of Hopfield and Multi-Layer Perceptron Neural Networks.

Clayton Silva Oliveira, Emílio Del Moral Hernandez

Proceedings of the Artificial Neural Nets Problem Solving Methods, 2003

2001

An artificial life approach for the animation of cognitive characters.

Fábio Roberto Miranda, João Eduardo Kögler Jr., Emílio Del Moral Hernandez, Márcio Lobo Netto

Comput. Graph., 2001

Arena and Woxbot: First Steps Towards Virtual World Simulations.

João Eduardo Kögler Jr., Márcio Lobo Netto, Emílio Del Moral Hernandez, Fábio Roberto Miranda

Proceedings of the 14th Brazilian Symposium on Computer Graphics and Image Processing (SIBGRAPI 2001), 2001

Studying Neural Networks of Bifurcating Recursive Processing Elements - Quantitative Methods for Architecture Design and Performance Analysis.

Emílio Del Moral Hernandez

Proceedings of the Connectionist Models of Neurons, 2001

2000

Bifurcating Pulsed Neural Networks, Chaotic Neural Networks and Parametric Recursions: Conciliating Different Frameworks in Neuro-Like Computing.

Emílio Del Moral Hernandez

Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, 2000

1997

Strategies for Autonomous Adaptation and Learning in Dynamical Networks.

Nabil H. Farhat, Emílio Del Moral Hernandez, Gee-Hyuk Lee

Proceedings of the Biological and Artificial Computation: From Neuroscience to Technology, 1997

1995

Logistic Networks With DNA-Like Encoding and Interactions.

Nabil H. Farhat, Emílio Del Moral Hernandez

Proceedings of the From Natural to Artificial Neural Computation, 1995