Germán Gutiérrez

Publication Activity (10 Years)

Years Active: 1995-2017
Publications (10 Years): 6

Top Topics

Handwritten Digit Recognition

Top Venues

Publications

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)
Germán Gutiérrez, M. Paz Sesmero Lorente, Araceli Sanchis
Forecasting Univariate Time Series by Input Transformation and Selection of the Suitable Model. IWANN (2) (2017)
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)
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)
Plamen P. Angelov, Xiaowei Gu, Germán Gutiérrez, José Antonio Iglesias, Araceli Sanchis
Autonomous Data Density based clustering method. IJCNN (2016)
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 (2015)
José Antonio Iglesias, Germán Gutiérrez, Agapito Ledezma, Araceli Sanchis
Time series forecasting using Artificial Neural Networks vs. evolving models. EAIS (2014)
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)
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)
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)
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) (2012)
Jorge Muñoz, Georgios N. Yannakakis, Fiona Mulvey, Dan Witzner Hansen, Germán Gutiérrez, Araceli Sanchis
Towards gaze-controlled platform games. CIG (2011)
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)
Alejandra Guillen, Javier Colas, Germán Gutiérrez
Risk assessment and patient stratification using implantable medical devices. The funding for personal health programs. EMBC (2011)
Juan Peralta, Germán Gutiérrez, Araceli Sanchis
Time Series Forecasting by Evolving Artificial Neural Networks Using "Shuffle", Cross-Validation and Ensembles. ICANN (1) (2010)
Juan Peralta, Germán Gutiérrez, Araceli Sanchis
Time series forecasting by evolving artificial neural networks using genetic algorithms and estimation of distribution algorithms. IJCNN (2010)
Juan Peralta, Xiaodong Li, Germán Gutiérrez, Araceli Sanchis
Time series forecasting by evolving artificial neural networks using genetic algorithms and differential evolution. IJCNN (2010)
Jorge Muñoz, Germán Gutiérrez, Araceli Sanchis
A human-like TORCS controller for the Simulated Car Racing Championship. CIG (2010)
Jorge Muñoz, Germán Gutiérrez, Araceli Sanchis
Controller for TORCS created by imitation. CIG (2009)
Jorge Muñoz, Germán Gutiérrez, Araceli Sanchis
Evolutionary Genetic Algorithms in a Constraint Satisfaction Problem: Puzzle Eternity II. IWANN (1) (2009)
Juan Peralta, Germán Gutiérrez, Araceli Sanchis
Shuffle design to improve time series forecasting accuracy. IEEE Congress on Evolutionary Computation (2009)
Jorge Muñoz, Germán Gutiérrez, Araceli Sanchis
Evolutionary techniques in a constraint satisfaction problem: Puzzle Eternity II. IEEE Congress on Evolutionary Computation (2009)
Juan Peralta, Germán Gutiérrez, Araceli Sanchis
ADANN: automatic design of artificial neural networks. GECCO (Companion) (2008)
M. Paz Sesmero Lorente, Juan Manuel Alonso-Weber, Germán Gutiérrez, Agapito Ledezma, Araceli Sanchis
Specialized Ensemble of Classifiers for Traffic Sign Recognition. IWANN (2007)
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) (2005)
Germán Gutiérrez, Beatriz García Jiménez, José M. Molina, Araceli Sanchis
Studying the Capacity of Grammatical Encoding to Generate FNN Architectures. IWANN (1) (2003)
Germán Gutiérrez, Inés María Galván, José M. Molina, Araceli Sanchis
Generative Capacities of Cellular Automata Codification for Evolution of NN Codification. ICANN (2002)
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)
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)
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)