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ORCIDGermán Gutiérrez
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2010 – 2019
- 2017
[c31]David Camilo Corrales
, Germán Gutiérrez, Jhonn Pablo Rodríguez, Agapito Ledezma, Juan Carlos Corrales:
Lack of Data: Is It Enough Estimating the Coffee Rust with Meteorological Time Series? ICCSA (2) 2017: 3-16- [c30]Germán Gutiérrez, M. Paz Sesmero Lorente, Araceli Sanchis:
Forecasting Univariate Time Series by Input Transformation and Selection of the Suitable Model. IWANN (2) 2017: 210-221 - 2016
- [c29]Plamen P. Angelov, Xiaowei Gu, Germán Gutiérrez, José Antonio Iglesias, Araceli Sanchis:
Autonomous Data Density based clustering method. IJCNN 2016: 2405-2413 - [c28]Xiaowei Gu, Plamen P. Angelov, Germán Gutiérrez, José Antonio Iglesias, Araceli Sanchis:
Parallel Computing TEDA for High Frequency Streaming Data Clustering. INNS Conference on Big Data 2016: 238-253 - [c27]Germán Gutiérrez, M. Paz Sesmero Lorente, Araceli Sanchis:
Forecasting time series by an ensemble of Artificial Neural Networks based on transforming the time series. SMC 2016: 4769-4774 - 2015
- [j6]M. Paz Sesmero Lorente, Juan Manuel Alonso-Weber, Germán Gutiérrez, Agapito Ledezma, Araceli Sanchis:
An ensemble approach of dual base learners for multi-class classification problems. Inf. Fusion 24: 122-136 (2015) - 2014
- [c26]José Antonio Iglesias, Germán Gutiérrez, Agapito Ledezma, Araceli Sanchis:
Time series forecasting using Artificial Neural Networks vs. evolving models. EAIS 2014: 1-7 - [c25]Germán Gutiérrez, José Antonio Iglesias, Francisco Javier Ordóñez, Agapito Ledezma, Araceli Sanchis:
Agent-based framework for Advanced Driver Assistance Systems in urban environments. FUSION 2014: 1-8 - [c24]M. Paz Sesmero Lorente, Juan Manuel Alonso-Weber, Germán Gutiérrez, Araceli Sanchis:
CCE: An Approach to Improve the Accuracy in Ensembles by Using Diverse Base Learners. HAIS 2014: 630-641 - 2013
- [j5]Juan Peralta Donate, Paulo Cortez, Germán Gutiérrez Sánchez, Araceli Sanchis de Miguel:
Time series forecasting using a weighted cross-validation evolutionary artificial neural network ensemble. Neurocomputing 109: 27-32 (2013) - [j4]Juan Peralta Donate, Xiaodong Li, Germán Gutiérrez Sánchez, Araceli Sanchis de Miguel:
Time series forecasting by evolving artificial neural networks with genetic algorithms, differential evolution and estimation of distribution algorithm. Neural Comput. Appl. 22(1): 11-20 (2013) - [c23]Juan Manuel Alonso-Weber, M. Paz Sesmero Lorente, Germán Gutiérrez, Agapito Ledezma, Araceli Sanchis:
Handwritten Digit Recognition with Pattern Transformations and Neural Network Averaging. ICANN 2013: 335-342 - 2012
- [j3]Juan Peralta Donate, Germán Gutiérrez Sánchez, Araceli Sanchis de Miguel:
Time Series Forecasting. A Comparative Study between an Evolving Artificial Neural Networks System and Statistical Methods. Int. J. Artif. Intell. Tools 21(1) (2012) - [j2]M. Paz Sesmero Lorente, Juan Manuel Alonso-Weber, Germán Gutiérrez, Agapito Ledezma, Araceli Sanchis:
A new artificial neural network ensemble based on feature selection and class recoding. Neural Comput. Appl. 21(4): 771-783 (2012) - [c22]Borja Prior González, Juan Peralta Donate, Paulo Cortez, Germán Gutiérrez Sánchez, Araceli Sanchis de Miguel:
Parallelization of an evolving Artificial Neural Networks system to Forecast Time Series using OPENMP and MPI. EAIS 2012: 186-191 - [p3]Raúl Arrabales Moreno, Jorge Muñoz, Agapito Ledezma, Germán Gutiérrez, Araceli Sanchis:
A Machine Consciousness Approach to the Design of Human-Like Bots. Believable Bots 2012: 171-191 - [p2]Jorge Muñoz, Germán Gutiérrez, Araceli Sanchis:
Towards Imitation of Human Driving Style in Car Racing Games. Believable Bots 2012: 289-313 - [e1]Plamen Angelov, Dimitar P. Filev, Nikola K. Kasabov, José Antonio Iglesias, Germán Gutiérrez:
2012 IEEE Conference on Evolving and Adaptive Intelligent Systems, EAIS 2012, Madrid, Spain, May 17-18, 2012. IEEE 2012, ISBN 978-1-4673-1727-6 [contents] - 2011
- [c21]Jorge Muñoz, Georgios N. Yannakakis, Fiona Bríd Mulvey, Dan Witzner Hansen, Germán Gutiérrez, Araceli Sanchis:
Towards gaze-controlled platform games. CIG 2011: 47-54 - [c20]Alejandra Guillen, Javier Colas, Germán Gutiérrez:
Risk assessment and patient stratification using implantable medical devices. The funding for personal health programs. EMBC 2011: 884-887 - [c19]Martin Stepnicka, Juan Peralta Donate, Paulo Cortez, Lenka Vavrickova, Germán Gutiérrez:
Forecasting seasonal time series with computational intelligence: contribution of a combination of distinct methods. EUSFLAT Conf. 2011: 464-471 - [c18]Juan Peralta Donate, Paulo Cortez, Araceli Sanchis de Miguel, Germán Gutiérrez Sánchez:
Evolving time-lagged feedforward neural networks for time series forecasting. GECCO (Companion) 2011: 163-164 - [c17]Juan Peralta Donate, Paulo Cortez, Araceli Sanchis de Miguel, Germán Gutiérrez Sánchez:
Evolving sparsely connected neural networks for multi-step ahead forecasting. GECCO (Companion) 2011: 219-220 - [c16]Juan Peralta Donate, Paulo Cortez, Germán Gutiérrez Sánchez, Araceli Sanchis de Miguel:
Weighted Cross-Validation Evolving Artificial Neural Networks to Forecast Time Series. SOCO 2011: 147-154 - 2010
- [c15]Jorge Muñoz, Germán Gutiérrez, Araceli Sanchis:
A human-like TORCS controller for the Simulated Car Racing Championship. CIG 2010: 473-480 - [c14]Juan Peralta, Germán Gutiérrez, Araceli Sanchis:
Time Series Forecasting by Evolving Artificial Neural Networks Using "Shuffle", Cross-Validation and Ensembles. ICANN (1) 2010: 50-53 - [c13]Juan Peralta, Germán Gutiérrez, Araceli Sanchis:
Time series forecasting by evolving artificial neural networks using genetic algorithms and estimation of distribution algorithms. IJCNN 2010: 1-8 - [c12]Juan Peralta, Xiaodong Li, Germán Gutiérrez, Araceli Sanchis:
Time series forecasting by evolving artificial neural networks using genetic algorithms and differential evolution. IJCNN 2010: 1-8
2000 – 2009
- 2009
- [c11]Juan Peralta, Germán Gutiérrez, Araceli Sanchis:
Shuffle design to improve time series forecasting accuracy. IEEE Congress on Evolutionary Computation 2009: 741-748 - [c10]Jorge Muñoz, Germán Gutiérrez, Araceli Sanchis:
Evolutionary techniques in a constraint satisfaction problem: Puzzle Eternity II. IEEE Congress on Evolutionary Computation 2009: 2985-2991 - [c9]Jorge Muñoz, Germán Gutiérrez, Araceli Sanchis:
Controller for TORCS created by imitation. CIG 2009: 271-278 - [c8]Jorge Muñoz, Germán Gutiérrez, Araceli Sanchis:
Evolutionary Genetic Algorithms in a Constraint Satisfaction Problem: Puzzle Eternity II. IWANN (1) 2009: 720-727 - [r1]M. Paz Sesmero Lorente, Juan Manuel Alonso-Weber, Germán Gutiérrez Sánchez, Agapito Ledezma Espino, Araceli Sanchis de Miguel:
Ensemble of ANN for Traffic Sign Recognition. Encyclopedia of Artificial Intelligence 2009: 554-560 - 2008
- [c7]Juan Peralta, Germán Gutiérrez, Araceli Sanchis:
ADANN: automatic design of artificial neural networks. GECCO (Companion) 2008: 1863-1870 - [p1]Juan Peralta, Germán Gutiérrez, Araceli Sanchis:
Design of Artificial Neural Networks Based on Genetic Algorithms to Forecast Time Series. Innovations in Hybrid Intelligent Systems 2008: 231-238 - 2007
- [c6]M. Paz Sesmero Lorente, Juan Manuel Alonso-Weber, Germán Gutiérrez, Agapito Ledezma, Araceli Sanchis:
Specialized Ensemble of Classifiers for Traffic Sign Recognition. IWANN 2007: 733-740 - 2005
- [j1]Germán Gutiérrez, Araceli Sanchis, Pedro Isasi Viñuela, José M. Molina, Inés María Galván:
Non-Direct Encoding Method Based on Cellular Automata to Design Neural Network Architectures. Comput. Artif. Intell. 24(3): 225-247 (2005) - 2003
- [c5]Germán Gutiérrez, Beatriz García Jiménez, José M. Molina, Araceli Sanchis:
Studying the Capacity of Grammatical Encoding to Generate FNN Architectures. IWANN (1) 2003: 478-485 - 2002
- [c4]M. A. Guinea, Germán Gutiérrez, Inés María Galván, Araceli Sanchis, José M. Molina:
Generative capacities of grammars codification for evolution of NN architectures. IEEE Congress on Evolutionary Computation 2002: 611-616 - [c3]Germán Gutiérrez, Inés María Galván, José M. Molina, Araceli Sanchis:
Generative Capacities of Cellular Automata Codification for Evolution of NN Codification. ICANN 2002: 314-322 - 2001
- [c2]Germán Gutiérrez, Pedro Isasi, José M. Molina, Araceli Sanchis, Inés María Galván:
Evolutionary Cellular Configurations for Designing Feed-Forward Neural Networks Architectures. IWANN (1) 2001: 514-521
1990 – 1999
- 1995
- [c1]Steve Brown, Germán Gutiérrez, Reed Nelson, Chris VanKrevelen:
A gate-array based 500 MHz triple channel ATE controller with 40 pS timing verniers. VTS 1995: 467-471
Coauthor Index
aka: Juan Peralta Donate
aka: Araceli Sanchis de Miguel
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