Javier Arroyo

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Samer HassanUniversidad Complutense de Madrid, Berkman Klein Center at Harvard UniversityVerified email at fdi.ucm.es
Carlos Maté (0000-0003-2840-2629)Universidad Europea de Madrid (Dpt. Comput. and Technol.) - Independent consultant and researcherVerified email at universidadeuropea.es
Youssef El Faqir El RhazouiUniversidad Complutense de MadridVerified email at ucm.es
Gloria Gonzalez-RiveraProfessor of EconomicsVerified email at ucr.edu
Antonio Muñoz San RoqueProfessor, ICAI School of Engineering, Comillas Pontifical UniversityVerified email at iit.comillas.edu
Miller Janny Ariza GarzónResearcher. Faculty of Computer Science. Complutense University of MadridVerified email at ucm.es
Antonio CaparriniTécnico Informático, Banco de EspañaVerified email at ucm.es
María Jesús Segovia-VargasFinancial Mathematics Associate Professor. Universidad Complutense de Madrid (UCM)Verified email at ccee.ucm.es
Guillermo Jiménez DíazAssociate Professor of Computer Science, Complutense University of MadridVerified email at fdi.ucm.es
Juan PavónUniversidad Complutense MadridVerified email at fdi.ucm.es
Víctor FresnoAssociate Professor of Computer Science (UNED)Verified email at lsi.uned.es
Jane Greenberg, PhDAlice B. Kroeger Professor, Director, Metadata Research Center, CCI/Drexel Univ.Verified email at drexel.edu
Matilde Santos PeñasFull Professor of Computer Science and Physics, Complutense University of MadridVerified email at ucm.es
Juan Antonio Recio GarcíaAssociate Professor of Computer Science, University Complutense of MadridVerified email at fdi.ucm.es
Francesco CoreaCa' Foscari University of VeniceVerified email at unive.it
Albert MecoPhD student, Universidad Complutense de MadridVerified email at ucm.es
José Manuel GalánUniversidad de Burgos (RoR 049da5t36)Verified email at ubu.es
Jorge Jesús Gómez SanzAssociate Professor, GRASIA, Facultad de Informática, Universidad Complutense de MadridVerified email at fdi.ucm.es
Rubén Fuentes-FernándezUniversidad Complutense de MadridVerified email at ucm.es
María GuijarroAssistant Professor UCMVerified email at ucm.es

Javier Arroyo

Other namesJavier Arroyo Gallardo

Associate Professor of Computer Sciences, Universidad Complutense de Madrid

Verified email at fdi.ucm.es - Homepage

Data analysis Forecasting Open collaboration Agent-Based Simulation


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Forecasting histogram time series with k-nearest neighbours methods J Arroyo, C Maté International Journal of Forecasting 25 (1), 192-207, 2009	204	2009
An overview of decentralized autonomous organizations on the blockchain Y El Faqir, J Arroyo, S Hassan Proceedings of the 16th International Symposium on Open Collaboration, 1-8, 2020	191	2020
Explainability of a machine learning granting scoring model in peer-to-peer lending M Ariza, J Arroyo, A Caparrini, MJ Segovia IEEE Access 8, 64873 - 64890, 2020	147	2020
Different approaches to forecast interval time series: a comparison in finance J Arroyo, R Espínola, C Maté Computational Economics 37, 169-191, 2011	131	2011
A comparative analysis of the platforms for decentralized autonomous organizations in the Ethereum blockchain Y Faqir-Rhazoui, J Arroyo, S Hassan Journal of Internet Services and Applications 12 (1), 1-20, 2021	120	2021
Using BM25F for semantic search JR Pérez-Agüera, J Arroyo, J Greenberg, JP Iglesias, V Fresno Proceedings of the 3rd international semantic search workshop, 1-8, 2010	112	2010
iMLP: Applying Multi-Layer Perceptrons to Interval-Valued Data. AM San Roque, C Maté, J Arroyo, Á Sarabia Neural Processing Letters 25 (2), 157-169, 2007	108	2007
Assessment of machine learning performance for decision support in venture capital investments J Arroyo, F Corea, G Jimenez-Diaz, JA Recio-Garcia IEEE Access 7, 124233-124243, 2019	102	2019
Forecasting with interval and histogram data. Some financial applications J Arroyo, G González-Rivera, C Maté Handbook of empirical economics and finance, 247-280, 2010	100	2010
Time series modeling of histogram-valued data: The daily histogram time series of S&P500 intradaily returns G Gonzalez-Rivera, J Arroyo International Journal of Forecasting 28 (1), 20-33, 2012	76	2012
Asking the oracle: Introducing forecasting principles into agent-based modelling S Hassan, J Arroyo, JM Galán Ordax, L Antunes, J Pavón Mestras Journal of artificial societies and social simulation. 2013, V. 16, n. 3, 2013	74	2013
Smoothing methods for histogram‐valued time series: an application to value‐at‐risk J Arroyo, G González‐Rivera, C Maté, AM San Roque Statistical Analysis and Data Mining: The ASA Data Science Journal 4 (2 …, 2011	63	2011
Model driven development and simulations with the INGENIAS agent framework JJ Gómez-Sanz, CR Fernández, J Arroyo Simulation Modelling Practice and Theory 18 (10), 1468-1482, 2010	61	2010
Fuzzy modeling of stock trading with fuzzy candlesticks R Naranjo, J Arroyo, M Santos Expert Systems with Applications 93, 15-27, 2018	54	2018
An instance-based learning approach for thresholding in crop images under different outdoor conditions J Arroyo, M Guijarro, G Pajares Computers and Electronics in Agriculture 127, 669-679, 2016	49	2016
Introducing interval time series: Accuracy measures J Arroyo, C Maté COMPSTAT 2006, proceedings in computational statistics, 1139-1146, 2006	47	2006
Effect of the Gas Price Surges on User Activity in the DAOs of the Ethereum Blockchain Y Faqir-Rhazoui, MJ Ariza-Garzón, J Arroyo, S Hassan Extended Abstracts of the 2021 CHI Conference on Human Factors in Computing …, 2021	41	2021
Exponential smoothing methods for interval time series J Arroyo, AM San Roque, C Maté, A Sarabia Proceedings of the 1st European Symposium on Time Series Prediction, 231-240, 2007	41	2007
Métodos de predicción para series temporales de intervalos e histogramas J Arroyo Ph. D. Dissertation, Universidad Pontificia Comillas, Madrid, 2008	30*	2008
Re-thinking simulation: a methodological approach for the application of data mining in agent-based modelling J Arroyo, S Hassan, C Gutiérrez, J Pavón Computational and Mathematical Organization Theory 16, 416-435, 2010	29	2010

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