E. Del-Moral-Hernandez

发表

Edson C. Kitani, L. A. Silva, E. Del-Moral-Hernandez, 2013, The 2013 International Joint Conference on Neural Networks (IJCNN).

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

L. Felizardo, E. Del-Moral-Hernandez, E. Matsumoto, 2022, 2022 International Joint Conference on Neural Networks (IJCNN).

Extending MLP ANN hyper-parameters Optimization by using Genetic Algorithm

Emilio Del-Moral-Hernandez, Miguel Angelo de Abreu de Sousa, Fernando Itano, 2018, 2018 International Joint Conference on Neural Networks (IJCNN).

An artificial life approach for the animation of cognitive characters

João Eduardo Kögler, Fábio Roberto Miranda, Emilio Del-Moral-Hernandez, 2001, Comput. Graph..

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

Carlos E. Thomaz, Gilson A. Giraldi, Edson C. Kitani, 2011, 2011 24th SIBGRAPI Conference on Graphics, Patterns, and Images Tutorials.

Using independent subspace analysis for selecting filters used in texture processing

João Eduardo Kögler, Emilio Del-Moral-Hernandez, Carlos Silva Santos, 2005, IEEE International Conference on Image Processing 2005.

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

Emilio Del-Moral-Hernandez, Clayton Silva Oliveira, C. Oliveira, 2003, IWANN.

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

Emilio Del-Moral-Hernandez, Miguel Angelo de Abreu de Sousa, Ricardo Pires, 2020, Neural Networks.

Human actions recognition in video scenes from multiple camera viewpoints

Emilio Del-Moral-Hernandez, Miguel Angelo de Abreu de Sousa, Ricardo Pires, 2019, Cognitive Systems Research.

Chaotic Neural Networks

Emilio Del-Moral-Hernandez, E. Del-Moral-Hernandez, 2009, Encyclopedia of Artificial Intelligence.

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

Emilio Del-Moral-Hernandez, Leonardo Felizardo, Roberth Oliveira, 2019, 2019 6th International Conference on Behavioral, Economic and Socio-Cultural Computing (BESC).

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

Anna Helena Reali Costa, P. Brandimarte, L. Felizardo, 2022, Expert Syst. Appl..

A self-organizing architecture of recursive elements for continuous learning

Emilio Del-Moral-Hernandez, Leandro Augusto da Silva, Humberto Sandmann, 2008, 2008 IEEE International Joint Conference on Neural Networks (IEEE World Congress on Computational Intelligence).

Strategies for Autonomous Adaptation and Learning in Dynamical Networks

Nabil H. Farhat, Emilio Del-Moral-Hernandez, Gee-Hyuk Lee, 1997, IWANN.

Logistic Networks With DNA-Like Encoding and Interactions

Nabil H. Farhat, Emilio Del-Moral-Hernandez, N. Farhat, 1995, IWANN.

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

Emilio Del-Moral-Hernandez, E. Del-Moral-Hernandez, 2007, 2007 International Joint Conference on Neural Networks.

Recursive Nodes with Rich Dynamics as Modeling Tools for Cognitive Functions

Emilio Del-Moral-Hernandez, E. Del-Moral-Hernandez, 2007 .

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

Emilio Del-Moral-Hernandez, E. Del-Moral-Hernandez, 2003, Neural Networks.

SOMM - Self-Organized Manifold Mapping

Edson C. Kitani, Emilio Del-Moral-Hernandez, Leandro Augusto da Silva, 2012, ICANN.

Fine-tuning of the SOMkNN classifier

Edson C. Kitani, Emilio Del-Moral-Hernandez, Leandro A. da Silva, 2013, The 2013 International Joint Conference on Neural Networks (IJCNN).

Visual Interpretation of Self Organizing Maps

Carlos E. Thomaz, Edson C. Kitani, Emilio Del-Moral-Hernandez, 2010, 2010 Eleventh Brazilian Symposium on Neural Networks.

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

Emilio Del-Moral-Hernandez, Leandro Augusto da Silva, Ramon Alfredo Moreno, 2007, Seventh International Conference on Intelligent Systems Design and Applications (ISDA 2007).

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

Emilio Del-Moral-Hernandez, Leandro A. da Silva, Bruno P. de Vasconcelos, 2021, Intell. Data Anal..

Deep learning stacking for financial time series forecasting: an analysis with synthetic and real-world time series

L. Felizardo, E. Del-Moral-Hernandez, Eder F. Urbinate, 2022, Anais do XIX Encontro Nacional de Inteligência Artificial e Computacional (ENIAC 2022).

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

Miguel Angelo de Abreu de Sousa, E. Del-Moral-Hernandez, Ricardo Pires, 2018, Neural Computing and Applications.

Comparing methods for the estimation of a stationary battery’s capacity

Emilio Del-Moral-Hernandez, Antonio Carlos Seabra, Patrick Cadier D'Aquino e Baroni Santos, 2018, 2018 IEEE 8th International Conference on Consumer Electronics - Berlin (ICCE-Berlin).

Reinforcement Learning Applied to Trading Systems: A Survey

Anna Helena Reali Costa, Francisco Caio Lima Paiva, L. Felizardo, 2022, ArXiv.

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

Elia Yathie Matsumoto, Emilio Del-Moral-Hernandez, E. Del-Moral-Hernandez, 2014, 2014 International Joint Conference on Neural Networks (IJCNN).

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

Elia Yathie Matsumoto, Emilio Del-Moral-Hernandez, E. Del-Moral-Hernandez, 2013, The 2013 International Joint Conference on Neural Networks (IJCNN).

A SOM combined with KNN for classification task

Emilio Del-Moral-Hernandez, Leandro Augusto da Silva, L. A. Silva, 2011, The 2011 International Joint Conference on Neural Networks.

A CMOS implementation of the sine-circle map

A. Farfan-Pelaez, E. Del-Moral-Hernandez, J.S. Navarro, 2005, 48th Midwest Symposium on Circuits and Systems, 2005..