Germán Gutiérrez

35 papers B 8C 3Misc 3Journal 3Unranked 14

Year	Rank	Type	Title / Venue / Authors
2017	—	`conf`	Forecasting Univariate Time Series by Input Transformation and Selection of the Suitable Model. IWANN (2) Germán Gutiérrez, M. Paz Sesmero Lorente, Araceli Sanchis
2017	—	`conf`	Lack of Data: Is It Enough Estimating the Coffee Rust with Meteorological Time Series? ICCSA (2) David Camilo Corrales, Germán Gutiérrez, Jhonn Pablo Rodríguez, Agapito Ledezma, Juan Carlos Corrales
2016	B	`conf`	Autonomous Data Density based clustering method. IJCNN Plamen P. Angelov, Xiaowei Gu, Germán Gutiérrez, José Antonio Iglesias, Araceli Sanchis
2016	B	`conf`	Forecasting time series by an ensemble of Artificial Neural Networks based on transforming the time series. SMC Germán Gutiérrez, M. Paz Sesmero Lorente, Araceli Sanchis
2016	—	`conf`	Parallel Computing TEDA for High Frequency Streaming Data Clustering. INNS Conference on Big Data Xiaowei Gu, Plamen P. Angelov, Germán Gutiérrez, José Antonio Iglesias, Araceli Sanchis
2015	J	`jnl`	An ensemble approach of dual base learners for multi-class classification problems. Inf. Fusion M. Paz Sesmero Lorente, Juan Manuel Alonso-Weber, Germán Gutiérrez, Agapito Ledezma, Araceli Sanchis
2014	C	`conf`	Agent-based framework for Advanced Driver Assistance Systems in urban environments. FUSION Germán Gutiérrez, José Antonio Iglesias, Francisco Javier Ordóñez, Agapito Ledezma, Araceli Sanchis
2014	Misc	`conf`	CCE: An Approach to Improve the Accuracy in Ensembles by Using Diverse Base Learners. HAIS M. Paz Sesmero Lorente, Juan Manuel Alonso-Weber, Germán Gutiérrez, Araceli Sanchis
2014	—	`conf`	Time series forecasting using Artificial Neural Networks vs. evolving models. EAIS José Antonio Iglesias, Germán Gutiérrez, Agapito Ledezma, Araceli Sanchis
2013	C	`conf`	Handwritten Digit Recognition with Pattern Transformations and Neural Network Averaging. ICANN Juan Manuel Alonso-Weber, M. Paz Sesmero Lorente, Germán Gutiérrez, Agapito Ledezma, Araceli Sanchis
2012	—	`ed.`	2012 IEEE Conference on Evolving and Adaptive Intelligent Systems, EAIS 2012, Madrid, Spain, May 17-18, 2012 EAIS Plamen Angelov, Dimitar P. Filev, Nikola K. Kasabov, José Antonio Iglesias, Germán Gutiérrez
2012	—	`ch.`	A Machine Consciousness Approach to the Design of Human-Like Bots. Believable Bots Raúl Arrabales Moreno, Jorge Muñoz, Agapito Ledezma, Germán Gutiérrez, Araceli Sanchis
2012	J	`jnl`	A new artificial neural network ensemble based on feature selection and class recoding. Neural Comput. Appl. M. Paz Sesmero Lorente, Juan Manuel Alonso-Weber, Germán Gutiérrez, Agapito Ledezma, Araceli Sanchis
2012	—	`ch.`	Towards Imitation of Human Driving Style in Car Racing Games. Believable Bots Jorge Muñoz, Germán Gutiérrez, Araceli Sanchis
2011	—	`conf`	Forecasting seasonal time series with computational intelligence: contribution of a combination of distinct methods. EUSFLAT Conf. Martin Stepnicka, Juan Peralta Donate, Paulo Cortez, Lenka Vavrickova, Germán Gutiérrez
2011	—	`conf`	Risk assessment and patient stratification using implantable medical devices. The funding for personal health programs. EMBC Alejandra Guillen, Javier Colas, Germán Gutiérrez
2011	—	`conf`	Towards gaze-controlled platform games. CIG Jorge Muñoz, Georgios N. Yannakakis, Fiona Bríd Mulvey, Dan Witzner Hansen, Germán Gutiérrez, Araceli Sanchis
2010	—	`conf`	A human-like TORCS controller for the Simulated Car Racing Championship. CIG Jorge Muñoz, Germán Gutiérrez, Araceli Sanchis
2010	—	`conf`	Time Series Forecasting by Evolving Artificial Neural Networks Using "Shuffle", Cross-Validation and Ensembles. ICANN (1) Juan Peralta, Germán Gutiérrez, Araceli Sanchis
2010	B	`conf`	Time series forecasting by evolving artificial neural networks using genetic algorithms and differential evolution. IJCNN Juan Peralta, Xiaodong Li, Germán Gutiérrez, Araceli Sanchis
2010	B	`conf`	Time series forecasting by evolving artificial neural networks using genetic algorithms and estimation of distribution algorithms. IJCNN Juan Peralta, Germán Gutiérrez, Araceli Sanchis
2009	—	`conf`	Controller for TORCS created by imitation. CIG Jorge Muñoz, Germán Gutiérrez, Araceli Sanchis
2009	—	`conf`	Evolutionary Genetic Algorithms in a Constraint Satisfaction Problem: Puzzle Eternity II. IWANN (1) Jorge Muñoz, Germán Gutiérrez, Araceli Sanchis
2009	B	`conf`	Evolutionary techniques in a constraint satisfaction problem: Puzzle Eternity II. IEEE Congress on Evolutionary Computation Jorge Muñoz, Germán Gutiérrez, Araceli Sanchis
2009	B	`conf`	Shuffle design to improve time series forecasting accuracy. IEEE Congress on Evolutionary Computation Juan Peralta, Germán Gutiérrez, Araceli Sanchis
2008	—	`conf`	ADANN: automatic design of artificial neural networks. GECCO (Companion) Juan Peralta, Germán Gutiérrez, Araceli Sanchis
2008	—	`ch.`	Design of Artificial Neural Networks Based on Genetic Algorithms to Forecast Time Series. Innovations in Hybrid Intelligent Systems Juan Peralta, Germán Gutiérrez, Araceli Sanchis
2007	Misc	`conf`	Specialized Ensemble of Classifiers for Traffic Sign Recognition. IWANN M. Paz Sesmero Lorente, Juan Manuel Alonso-Weber, Germán Gutiérrez, Agapito Ledezma, Araceli Sanchis
2005	J	`jnl`	Non-Direct Encoding Method Based on Cellular Automata to Design Neural Network Architectures. Comput. Artif. Intell. Germán Gutiérrez, Araceli Sanchis, Pedro Isasi Viñuela, José M. Molina, Inés María Galván
2004	B	`conf`	Studying the capacity of cellular encoding to generate feedforward neural network topologies. IJCNN Germán Gutiérrez, Inés María Galván, José M. Molina, Araceli Sanchis
2003	—	`conf`	Studying the Capacity of Grammatical Encoding to Generate FNN Architectures. IWANN (1) Germán Gutiérrez, Beatriz García Jiménez, José M. Molina, Araceli Sanchis
2002	C	`conf`	Generative Capacities of Cellular Automata Codification for Evolution of NN Codification. ICANN Germán Gutiérrez, Inés María Galván, José M. Molina, Araceli Sanchis
2002	B	`conf`	Generative capacities of grammars codification for evolution of NN architectures. IEEE Congress on Evolutionary Computation M. A. Guinea, Germán Gutiérrez, Inés María Galván, Araceli Sanchis, José M. Molina
2001	—	`conf`	Evolutionary Cellular Configurations for Designing Feed-Forward Neural Networks Architectures. IWANN (1) Germán Gutiérrez, Pedro Isasi, José M. Molina, Araceli Sanchis, Inés María Galván
1995	Misc	`conf`	A gate-array based 500 MHz triple channel ATE controller with 40 pS timing verniers. VTS Steve Brown, Germán Gutiérrez, Reed Nelson, Chris VanKrevelen