Germán Gutiérrez

648 total citations
26 papers, 408 citations indexed

About

Germán Gutiérrez is a scholar working on Artificial Intelligence, Management Science and Operations Research and Signal Processing. According to data from OpenAlex, Germán Gutiérrez has authored 26 papers receiving a total of 408 indexed citations (citations by other indexed papers that have themselves been cited), including 22 papers in Artificial Intelligence, 12 papers in Management Science and Operations Research and 8 papers in Signal Processing. Recurrent topics in Germán Gutiérrez's work include Neural Networks and Applications (15 papers), Stock Market Forecasting Methods (12 papers) and Time Series Analysis and Forecasting (7 papers). Germán Gutiérrez is often cited by papers focused on Neural Networks and Applications (15 papers), Stock Market Forecasting Methods (12 papers) and Time Series Analysis and Forecasting (7 papers). Germán Gutiérrez collaborates with scholars based in Spain, Portugal and Australia. Germán Gutiérrez's co-authors include Araceli Sanchis, Xiaodong Li, Paulo Cortez, Juan E. Peralta, Agapito Ledezma, M. Paz Sesmero, Georgios N. Yannakakis, Dan Witzner Hansen, Fiona Mulvey and José Antonio Iglesias and has published in prestigious journals such as Neurocomputing, Information Fusion and Applied Sciences.

In The Last Decade

Germán Gutiérrez

24 papers receiving 390 citations

Peers

Countries citing papers authored by Germán Gutiérrez

Since Specialization

Citations

This map shows the geographic impact of Germán Gutiérrez's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Germán Gutiérrez with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Germán Gutiérrez more than expected).

Fields of papers citing papers by Germán Gutiérrez

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Germán Gutiérrez. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Germán Gutiérrez. The network helps show where Germán Gutiérrez may publish in the future.

Co-authorship network of co-authors of Germán Gutiérrez

This figure shows the co-authorship network connecting the top 25 collaborators of Germán Gutiérrez. A scholar is included among the top collaborators of Germán Gutiérrez based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Germán Gutiérrez. Germán Gutiérrez is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

#	Work	Indexed citations
1	A Comparative Study of Convolutional Neural Network and Transformer Architectures for Drone Detection in Thermal Images 2024 ·Applied Sciences ·Germán Gutiérrez, (unknown), (unknown), Miguel Á. Patricio	2
2	Forecasting time series by an ensemble of Artificial Neural Networks based on transforming the time series 2016 ·Germán Gutiérrez, M. Paz Sesmero, Araceli Sanchis	1
3	Agent-based framework for Advanced Driver Assistance Systems in urban environments 2014 ·International Conference on Information Fusion ·Germán Gutiérrez, José Antonio Iglesias, Francisco Ordóñez, Agapito Ledezma, Araceli Sanchis	5
4	Time series forecasting using Artificial Neural Networks vs. evolving models 2014 ·José Antonio Iglesias, Germán Gutiérrez, Agapito Ledezma, Araceli Sanchis	3
5	Time series forecasting using a weighted cross-validation evolutionary artificial neural network ensemble 2013 ·Neurocomputing ·(unknown), Paulo Cortez, Germán Gutiérrez, Araceli Sanchis	61
6	Parallelization of an evolving Artificial Neural Networks system to Forecast Time Series using OPENMP and MPI 2012 ·(unknown), Germán Gutiérrez, (unknown), Paulo Cortez, Araceli Sanchis	8
7	Towards gaze-controlled platform games 2011 ·IT University Of Copenhagen (IT University of Copenhagen) ·(unknown), Georgios N. Yannakakis, Fiona Mulvey, Dan Witzner Hansen, Germán Gutiérrez, Araceli Sanchis	24
8	Evolving time-lagged feedforward neural networks for time series forecasting 2011 ·RepositóriUM (Universidade do Minho) ·(unknown), Paulo Cortez, Araceli Sanchis, Germán Gutiérrez	2
9	Time series forecasting by evolving artificial neural networks with genetic algorithms, differential evolution and estimation of distribution algorithm 2011 ·Neural Computing and Applications ·(unknown), Xiaodong Li, Germán Gutiérrez, Araceli Sanchis	111
10	TIME SERIES FORECASTING. A COMPARATIVE STUDY BETWEEN AN EVOLVING ARTIFICIAL NEURAL NETWORKS SYSTEM AND STATISTICAL METHODS 2011 ·International Journal of Artificial Intelligence Tools ·(unknown), Germán Gutiérrez, Araceli Sanchis	14
11	A new artificial neural network ensemble based on feature selection and class recoding 2010 ·Neural Computing and Applications ·M. Paz Sesmero, (unknown), Germán Gutiérrez, Agapito Ledezma, Araceli Sanchis	11
12	Multi-objective evolution for Car Setup Optimization 2010 ·e-Archivo (Carlos III University of Madrid) ·(unknown), Germán Gutiérrez, Araceli Sanchis	5
13	Time series forecasting by evolving artificial neural networks using genetic algorithms and estimation of distribution algorithms 2010 ·e-Archivo (Carlos III University of Madrid) ·Juan E. Peralta, Germán Gutiérrez, Araceli Sanchis	10
14	Shuffle design to improve time series forecasting accuracy 2009 ·e-Archivo (Carlos III University of Madrid) ·Juan E. Peralta, Germán Gutiérrez, Araceli Sanchis	0
15	Evolutionary techniques in a constraint satisfaction problem: Puzzle Eternity II 2009 ·e-Archivo (Carlos III University of Madrid) ·(unknown), Germán Gutiérrez, Araceli Sanchis	1
16	ADANN 2008 ·LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas) ·(unknown), Germán Gutiérrez, Araceli Sanchis	13
17	NON-DIRECT ENCODING METHOD BASED ON CELLULAR AUTOMATA TO DESIGN NEURAL NETWORK ARCHITECTURES 2005 ·Computing and Informatics / Computers and Artificial Intelligence ·Germán Gutiérrez, Araceli Sanchis, Pedro Isasi, José M. Molina, Inés M. Galván	5
18	Generative capacities of grammars codification for evolution of NN architectures 2003 ·e-Archivo (Carlos III University of Madrid) ·(unknown), Germán Gutiérrez, Inés M. Galván, Araceli Sanchis, José M. Molina	2
19	A SiGe 10-Gb/s multi-pattern bit error rate tester 2003 ·(unknown), (unknown), Germán Gutiérrez	13
20	An objective measure to compare some automatic generation methods of NN architectures 2003 ·e-Archivo (Carlos III University of Madrid) ·Germán Gutiérrez, José M. Molina, Inés M. Galván, Araceli Sanchis	0

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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