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ORCIDEmilio Del-Moral-Hernandez
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- affiliation: University of São Paulo, Department of Electronic Systems Engineering, Brazil
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Journal Articles
- 2024
[j14]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: 123036 (2024)- 2022
- [j13]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: 116521 (2022) - [j12]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: 117259 (2022) - 2021
- [j11]Leandro Augusto 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): 321-338 (2021) - 2020
- [j10]Miguel Angelo de Abreu de Sousa, Ricardo Pires, Emilio Del-Moral-Hernandez:
SOMprocessor: A high throughput FPGA-based architecture for implementing Self-Organizing Maps and its application to video processing. Neural Networks 125: 349-362 (2020) - 2019
- [j9]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: 223-232 (2019) - 2018
- [j8]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): 3759-3771 (2018) - 2016
- [j7]Elia Yathie Matsumoto, Emilio Del-Moral-Hernandez:
Improving regression predictions using individual point reliability estimates based on critical error scenarios. Inf. Sci. 374: 65-84 (2016) - 2014
- [j6]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: 602325:1-602325:10 (2014) - 2011
- [j5]Leandro Augusto 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): 043002 (2011) - 2008
- [j4]Leandro Augusto da Silva, Emílio Del Moral Hernandez, Rangaraj M. Rangayyan:
Classification of breast masses using a committee machine of artificial neural networks. J. Electronic Imaging 17(1): 013017 (2008) - 2005
- [j3]Emílio Del Moral Hernandez:
Non-homogenous neural networks with chaotic recursive nodes: Connectivity and multi-assemblies structures in recursive processing elements architectures. Neural Networks 18(5-6): 532-540 (2005) - 2003
- [j2]Emílio Del Moral Hernandez:
Neural networks with chaotic recursive nodes: techniques for the design of associative memories, contrast with Hopfield architectures, and extensions for time-dependent inputs. Neural Networks 16(5-6): 675-682 (2003) - 2001
- [j1]Fábio Roberto Miranda, João Eduardo Kögler Jr., Emílio Del Moral Hernandez, Márcio Lobo Netto:
An artificial life approach for the animation of cognitive characters. Comput. Graph. 25(6): 955-964 (2001)
Conference and Workshop Papers
- 2023
- [c45]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: 286-295 - 2022
- [c44]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: 1-8 - 2019
- [c43]Leonardo Kanashiro 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: 1-6 - 2018
- [c42]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: 166-175 - [c41]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: 1-6 - [c40]Julio Saldaña Pumarica, Emilio Del-Moral-Hernandez:
A CMOS Squarer Based Nonlinear Filter for Spike Detection. ICECS 2018: 121-124 - [c39]Fernando Itano, Miguel Angelo de Abreu de Sousa, Emilio Del-Moral-Hernandez:
Extending MLP ANN hyper-parameters Optimization by using Genetic Algorithm. IJCNN 2018: 1-8 - [c38]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: 1-8 - 2017
- [c37]Miguel Angelo de Abreu de Sousa, Emilio Del-Moral-Hernandez:
An FPGA distributed implementation model for embedded SOM with on-line learning. IJCNN 2017: 3930-3937 - [c36]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: 1-4 - 2016
- [c35]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: 395-398 - 2014
- [c34]Elia Yathie Matsumoto, Emílio Del Moral Hernandez:
Estimation of individual prediction reliability using error analysis applied to short-term load forecasting problem. IJCNN 2014: 4206-4313 - 2013
- [c33]Elia Yathie Matsumoto, Emílio Del Moral Hernandez:
Using neural networks committee machines to improve outcome prediction assessment in nonlinear regression. IJCNN 2013: 1-8 - [c32]Leandro Augusto da Silva, Edson C. Kitani, Emilio Del-Moral-Hernandez:
Fine-tuning of the SOMkNN classifier. IJCNN 2013: 1-7 - 2012
- [c31]Edson Caoru Kitani, Emilio Del-Moral-Hernandez, Leandro Augusto da Silva:
SOMM - Self-Organized Manifold Mapping. ICANN (2) 2012: 355-362 - [c30]Edson C. Kitani, Emilio Del-Moral-Hernandez, Leandro Augusto da Silva:
Learning Embedded Data Structure with Self-Organizing Maps. WSOM 2012: 225-234 - 2011
- [c29]Leandro Augusto da Silva, Emilio Del-Moral-Hernandez:
A SOM combined with KNN for classification task. IJCNN 2011: 2368-2373 - [c28]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: 25-38 - 2010
- [c27]Eduardo Akira Kinto, Emilio Del-Moral-Hernandez:
SVM - Neighbor based candidate working set selection applied on text-categorization. IJCNN 2010: 1-7 - [c26]Edson C. Kitani, Emílio Del Moral Hernandez, Carlos E. Thomaz, Leandro Augusto da Silva:
Visual Interpretation of Self Organizing Maps. SBRN 2010: 37-42 - 2009
- [c25]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: 663-670 - 2008
- [c24]Clodis Boscarioli, Emílio Del Moral Hernandez, Leandro Augusto da Silva:
Using self Organizing Maps and Nearest-Neighbor to Data Clustering. IC-AI 2008: 463-467 - [c23]Leandro Augusto da Silva, Humberto Sandmann, Emílio Del Moral Hernandez:
A self-organizing architecture of recursive elements for continuous learning. IJCNN 2008: 2784-2791 - [c22]Emílio Del Moral Hernandez:
RPE-BAM networks: Bidirectional heteroassociation in neural networks of recursive nodes with rich dynamics. IJCNN 2008: 4020-4027 - [c21]Renato José Sassi, Leandro Augusto da Silva, Emílio Del Moral Hernandez:
A Methodology Using Neural Network to Cluster Validity Discovered from a Marketing Database. SBRN 2008: 3-8 - 2007
- [c20]Emílio Del Moral Hernandez:
Performing Neuro-Like Computation Through Attractor Networks with Nodes with Rich Dynamics. IJCNN 2007: 3080-3085 - [c19]Leandro Augusto da Silva, Ramon Alfredo Moreno, Sérgio Shiguemi Furuie, Emílio Del Moral Hernandez:
Medical Image Categorization Based on Wavelet Transform and Self-Organizing Map. ISDA 2007: 353-356 - [c18]Eduardo Akira Kinto, Emílio Del Moral Hernandez, Alexis Marcano-Cedeño, Francisco Javier Ropero Peláez:
A Preliminary Neural Model for Movement Direction Recognition Based on Biologically Plausible Plasticity Rules. IWINAC (2) 2007: 628-636 - [c17]Julio Saldaña Pumarica, Emílio Del Moral Hernandez, Carlos Silva Cárdenas:
CMOS encoder for scale-independent pattern recognition. SBCCI 2007: 241-244 - 2006
- [c16]Renato José Sassi, Leandro Augusto da Silva, Emílio Del Moral Hernandez:
Neural Networks and Rough Sets: A comparative study on data classification. IC-AI 2006: 175-180 - [c15]Emílio Del Moral Hernandez:
Fragmented Basins of Attraction of Recursive Processing Elements in Associative Neural Networks and its Impact on Pattern Recovery Performance. IJCNN 2006: 645-652 - [c14]Emílio Del Moral Hernandez:
Chaotic Searches and Stable Spatio-temporal Patterns as a Naturally Emergent Mixture in Networks of Spiking Neural Oscillators with Rich Dynamics. IJCNN 2006: 4506-4513 - 2005
- [c13]Carlos Silva Santos, João Eduardo Kögler Jr., Emílio Del Moral Hernandez:
Using independent subspace analysis for selecting filters used in texture processing. ICIP (1) 2005: 465-468 - [c12]Emilio Del-Moral-Hernandez:
Non-homogenous structures in neural networks with chaotic recursive nodes: dealing with diverse multi-assemblies architectures, connectivity and arbitrary bifurcating nodes. IJCNN 2005: 3306-3310 - 2004
- [c11]Emílio Del Moral Hernandez, Humberto Sandmann, Leonardo Augusto da Silva:
Pattern recovery in networks of recursive processing elements with continuous learning. IJCNN 2004 - [c10]Clayton Silva Oliveira, Emílio Del Moral Hernandez:
Forms of adapting patterns to Hopfield neural networks with larger number of nodes and higher storage capacity. IJCNN 2004: 937-942 - [c9]Emílio Del Moral Hernandez, Leandro Augusto da Silva:
A new hybrid neural architecture (MLP+RPE) for hetero association: multi layer perceptron and coupled recursive processing elements neural networks. IJCNN 2004: 1533-1538 - [c8]Emílio Del Moral Hernandez:
Contrasting coupling strategies in associative neural networks with chaotic recursive processing elements. Neural Networks and Computational Intelligence 2004: 250-255 - 2003
- [c7]Emílio Del Moral Hernandez:
Neural networks with chaotic recursive nodes: design of associative memories, performance analysis, and contrast with traditional Hopfield architectures. IJCNN 2003: 353-358 - [c6]Clayton Silva Oliveira, Emílio Del Moral Hernandez:
MLP+H: A Hybrid Neural Architecture Formed by the Interaction of Hopfield and Multi-Layer Perceptron Neural Networks. IWANN (1) 2003: 166-173 - 2001
- [c5]Emílio Del Moral Hernandez:
Studying Neural Networks of Bifurcating Recursive Processing Elements - Quantitative Methods for Architecture Design and Performance Analysis. IWANN (1) 2001: 546-553 - [c4]João Eduardo Kögler Jr., Márcio Lobo Netto, Emílio Del Moral Hernandez, Fábio Roberto Miranda:
Arena and Woxbot: First Steps Towards Virtual World Simulations. SIBGRAPI 2001: 208- - 2000
- [c3]Emílio Del Moral Hernandez:
Bifurcating Pulsed Neural Networks, Chaotic Neural Networks and Parametric Recursions: Conciliating Different Frameworks in Neuro-Like Computing. IJCNN (6) 2000: 423-428 - 1997
- [c2]Nabil H. Farhat, Emílio Del Moral Hernandez, Gee-Hyuk Lee:
Strategies for Autonomous Adaptation and Learning in Dynamical Networks. IWANN 1997: 417-426 - 1995
- [c1]Nabil H. Farhat, Emílio Del Moral Hernandez:
Logistic Networks With DNA-Like Encoding and Interactions. IWANN 1995: 216-222
Reference Works
- 2009
- [r1]Emilio Del-Moral-Hernandez:
Chaotic Neural Networks. Encyclopedia of Artificial Intelligence 2009: 275-281
Informal and Other Publications
- 2022
- [i2]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 abs/2208.00765 (2022) - [i1]Leonardo Kanashiro Felizardo, Francisco Caio Lima Paiva, Anna Helena Reali Costa, Emilio Del-Moral-Hernandez:
Reinforcement Learning Applied to Trading Systems: A Survey. CoRR abs/2212.06064 (2022)
Coauthor Index
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