Publicaciones: Artículos

2023

• D. Cabrera; M. Quinteros; M. Cerrada; R.V. Sánchez; M. Guallpa; F. Sancho-Caparrini; C. Li.. Rainfall Forecasting using a Bayesian framework and Long Short-Term Memory Multi-model Estimation based on an hourly meteorological monitoring network. Case of study: Andean Ecuadorian Tropical City. Earth Science Informatics , 2023. https://doi.org/10.1007/s12145-023-00958-0

2022

• D. Cabrera; M. Villacís; R.V. Sánchez; M. Cerrada; C. Li; J. Long; E. Estupinan; F.  Sancho-Caparrini. Adversarial Fault Detector Guided by One-Class Learning for a Multidtage Centrifugal Pump. IEEE Transactions on Mechatronics, 2022. DOI: 10.1109/TMECH.2022.3226347 (https://ieeexplore.ieee.org/document/9985419)

2021

• D. Cabrera; F. Sancho-Caparrini; R.V. Sánchez; M. Cerrada; C. Li; J. Valente. One-Shot Fault Diagnosis of Three-Dimensional Printers Through Improved Feature Space Learning. IEEE Transactions on Industrial Electronics, Vol 68 (9), pp. 8768-8776, 2021. (https://ieeexplore.ieee.org/document/9161402)
• E.J. López Ortíz; F. Sancho Caparrini; M.A. Martínez del Amor; L.M. Soria Morillo; J.A. Álvarez García. Hybrid agent-based methodology for testing response protocols. Knowledge-Based Systems, 2021, 107005, ISSN 0950-7051, https://doi.org/10.1016/j.knosys.2021.107005.
• D. Cabrera; F. Sancho-Caparrini; R.V. Sánchez; M. Cerrada; C. Li; J. Valente. From fault detection to one-class severity discrimination of 3D printers with one-class support vector machine. ISA Transactions, 2021.
• D. Cabrera; F. Sancho-Caparrini; R.V. Sánchez; M. Cerrada; C. Li; J. Valente. One-shot fault diagnosis of 3D printers through improved feature space learning. IEEE Transactions on Industrial Electronics. 2021.

2020

• F. Sancho Caparrini. Una metodología desde la Teoría de Redes de las redes culturales. Universitas Humanística, núm. 90, 2020. Pontificia Universidad Javeriana. https://doi.org/10.11144/Javeriana.uh90.mtrr
• C. Esteban; F.J. Moraza: P. García; A. Aramburu; F. Sancho Caparrini; L. Chasco; J.A. Gutiérrez; F.J. Conde; S. Resino; C. Esteban. Recurrent Neural Networks and environmental data for COPD exacerbation prediction. European Respiratory Journal 2020 56: 2664; DOI: 10.1183/13993003.congress-2020.2664
• J.L. Salazar; C. Zaccaro; J.A. Álvarez-García; L.M. Soria; F. Sancho-Caparrini. Real-time gun detection in CCTV: An open problem. Neural Networks, 2020. https://doi.org/10.1016/j.neunet.2020.09.013
• J. de Miguel; E. Villafañe; L. Piskorec; F. Sancho-Caparrini. Generative Building Typologies with Deep Variational Autoencoders. Design Science (Cambridge Core), 2020. http://dx.doi.org/10.1017/dsj.2020.31
• C. Li; D. Cabrera; F. Sancho-Caparrini; R.V. Sánchez; M. Cerrada; J. Long; J. Valente. Fusing convolutional generative adversarial encoders for 3D printer fault detection with only normal condition signals. Mechanical Systems and Signal Processing, in press. 2020.
• D. Cabrera; F. Sancho-Caparrini; M. Cerrada; R.V. Sánchez; C. Li. Knowledge Extraction from Deep Convolutional Neural Networks Applied to Cyclo-stationary Time-Series Classification. Information Sciences, Volumen 524, pp. 1-14. 2020. https://doi.org/10.1016/j.ins.2020.03.039

2019

• F. Enríquez; L. M. Soria; J. A. Álvarez-García; F. Sancho-Caparrini; F. Velasco; O. Deniz; N. Vallez. Vision and crowdsensing technology for an optimal response in physical-security. International Conference on Computational Science, Springer, 2019, pp. 15–26.
• C. Esteban; C. Esteban-Aizpiri; A. Aramburu; F.J. Moraza; F. Sancho-Caparrini. Telehealth and machine learning for COPD patient care. International Journal of Integrated Care (IJIC) 19. 2019.
• P. Almagro Blanco; F. Sancho-Caparrini. Improving Skip-Gram based Graph Embeddings via Centrality-Weighted Sampling. arxiv.org/abs/1907.08793
• D. Cabrera; F. Sancho-Caparrini; J. Long; R.V. Sánchez; S. Zhang; M. Cerrada; C. Li . Generative Adversarial Networks Selection Approach for Extremely Imbalanced Fault Diagnosis of Reciprocating Machinery. IEEE Access. Diciembre, 2019. Vol. 7, Issue 1. Pags 70643-70653. Print ISSN: 2169-3536. Online ISSN: 2169-3536. Digital Object Identifier: 10.1109/ACCESS.2019.2917604

2018

• D. Cabrera; F. Sancho-Caparrini; F. Tobar. Combining reservoir computing and variational inference for efficient one-class learning on dynamical systems. Journal of Intelligent and Fuzzy Systems, IOS Press, 2018.
• F. Sancho-Caparrini. Breve Historia de la Inteligencia Artificial. En "La Inteligencia Artificial. El mundo que viene". Revista de Occidente, Julio-Agosto 2018. http://www.ortegaygasset.edu/publicaciones/revistadeoccidente/julio-agosto-2018
• D. Cabrera; F. Sancho-Caparrini; F. Tobar; M. Cerrada; R.V. Sánchez. Echo state network and variational autoencoder for efficient one-class learning on dynamical systems. Journal of Intelligent and Fuzzy Systems, IOS Press. DOI: 10.3233/JIFS-169552
  

2017

• D. Cabrera; F. Sancho-Caparrini; C. Li; M. Cerrada; R.V. Sánchez; F. Pacheco; J. Valente. Automatic Feature Extraction of Time-Series applied to Fault Severity Evaluation of Helical Gearbox in Stationary and Non-Stationary Speed Operation. Applied Soft Computing Journal. http://doi.org/10.1016/j.asoc.2017.04.016
• P. Almagro-Blanco; F. Sancho-Caparrini. Generalized Graph Pattern Matching. arXiv:1708.03734
• P. Almagro-Blanco; F. Sancho-Caparrini. Semantic Preserving Embeddings for Generalized Graphs. arXiv:1709.02759
• P. Almagro-Blanco; F. Sancho-Caparrini. Induction of Decision Trees based on Generalized Graph Queries.  arXiv:1708.05563

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2016

• F. Sancho-Caparrini. Del Genoma a la Cultura... o Cómo No Morir Ahogado por los Datos. Historiografía Digital, proyectos para almacenar y construir la Historia (Anejos de la Revista de Historiografía nº4 del Instituto de Historiografía Julio Caro Baroja). Dra. Mirella Romero Recio. ISBN 978-84-16829-01-9.

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• R. Ulloa; C. Kacperski; F. Sancho-Caparrini. Institutions and Cultural Diversity: Effects of Democratic and Propaganda Processes on Local Convergence and Global Diversity. PLoS ONE 11(4): e0153334. doi:10.1371/journal.pone.0153334

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2015

• M. Peña; F. Sancho-Caparrini. Big Data y Humanidades Digitales. Capítulo de libro en "Las Humanidades Digitales", editado por Red de Humanidades Digitales (RedHD), 2015.

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• D. Cabrera; F. Sancho-Caparrini; R.V. Sánchez; G. Zurita; M. Cerrada; C. Li; R.E. Vásquez. Fault diagnosis of spur gearbox based on random forest and wavelet packet decomposition. Frontiers of Mechanical Engineering. Sept, 2015

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• P. Almagro; E. Dávila; G. Guerrero; I. Medina; E. Regalado; Z. Ruíz; J. Salvador; F. Sancho-Caparrini. Nuevas líneas metodológicas aplicadas al patrimonio cultural ecuatoriano. Revista del Patrimonio Cultural del Ecuador, Vol 6, I Semestre 2015, ISSN 1390-9231 (Directora: Elena Noboa Jiménez).
  

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• A. Vanrell; J. L. Suárez; A. Sánchez; F. Sancho-Caparrini. Propuestas para el Análisis de Colecciones de Arte a través de Metodologías y Herramientas Computacionales. Anuario Tarea, 2, 2015, Buenos Aires, Argentina.
  

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2013

• J.L. Suarez; F. Sancho-Caparrini; E. Ortega; J. de la Rosa; N. Caldas; D. Brown. Towards a digital geography of Hispanic Baroque art. Literary and Linguistic Computing 2013; doi: 10.1093/llc/fqt050

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• E. Arriaga; J.L. Suárez; F. Sancho-Caparrini. Modeling Afro-Latin American Artistic Representations in Topic Maps. Digital Humanities Quarterly. 2013, Volumen 7, Number 1.
  

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• J.C. García; D.H. Cámpora; S. Rodríguez; F. Sancho-Caparrini. Biham-Middleton-Levine traffic model in a two-dimensional hexagonal lattice. Proceedings of the European Conference on Complex Systems 2012, part. XIII, pp 943-948 (doi: 10.1007/978-3-319-00395-5_113).

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2012

• J. de la Rosa; J.L. Suárez; F. Sancho-Caparrini. A Digital Geography of Hispanic Baroque Art. Aceptado, en proceso de publicación.

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• J. de la Rosa; J.L. Suárez; F. Sancho-Caparrini.The art-space of a global community: the network of Baroque paintings in Hispanic-America. Proceedings of the International Conference on Culture and Computing 2011 at Kyoto University, Japan. Feb 2012.

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2011

• J. de la Rosa; J.L. Suárez; F. Sancho-Caparrini.Sustaining a Global Community: Art and Religion in the Network of Baroque Hispanic-American Paintings. Leonardo Transactions, 2011.

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• J.L. Suárez; S. Vásquez; F. Sancho-Caparrini.The Potosí Principle: Religious Prosociality Fosters Self-Organization of Larger Communities under Extreme Natural and Economic Conditions. Literary and Linguistic Computing, 27(1), pp. 25-38, 2011.

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• J.L. Suárez; F. Sancho-Caparrini.A Virtual Laboratory for the Study of History and Cultural Dynamics. Journal of Artificial Societies and Social Simulation 14 (4) 19, 2011.

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2010

• D. Cámpora; J. de la Torre; J.C. García; F. Sancho-Caparrini. BML model on non-orientable surfaces. Physica A: Statistical Mechanics and its Applications, 2010.

2009

• M. Peña; J.L. Suárez; F. Sancho-Caparrini. Topic Maps for Philological Analysis. Linked Topic Maps. Fifth International Conference on Topic Maps Research and Applications Conference, TMRA 2009. 29-39.

2008

• O. Kurganskyy; I. Potapov; F. Sancho-Caparrini. Reachability problems in low-dimensional iterative maps. International Journal of Foundations of Computer Science (IJFCS), 19 (4), pp. 935-951, 2008.

2006

• M.J. Pérez-Jiménez; A. Romero; F. Sancho-Caparrini. A polynomial complexity class in P systems using membrane. Journal of Automata, Languages and Combinatorics (JALC), 4, 2006.

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• M.J. Pérez-Jiménez; A. Romero; F. Sancho-Caparrini. Computationally hard problems addressed through P systems, pp. 313-345, 2006. Springer-Verlag.

2005

• A. Cordón; F. Sancho-Caparrini. Non-Discrete P Systems. Membrane Computing. Lecture Notes in Computer Science, 3365, pp. 287-295, 2005.

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• M.J. Pérez-Jiménez, F. Sancho-Caparrini. Formal verification of programs in molecular models with random access memory. Recent Results in Natural Computing. Fénix Editora, 2005.

2004

• Gh. Paun; M.J. Pérez-Jiménez; F. Sancho-Caparrini. On the Reachability Problem for P systems with Symport/Antiport. Publicationes Mathematicae-Debrecen , 65 (Suplementum), pp. 603-627, 2004.

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• M.J. Pérez-Jiménez; A. Romero; F. Sancho-Caparrini. The P versus NP problem through cellular computing with membranes. Aspects of Molecular Computing. Lecture Notes in Computer Science, 2950, pp. 338-352, 2004.

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• A. Cordón; M.A. Gutiérrez; M.J. Pérez-Jiménez; A. Riscos; F. Sancho-Caparrini. Implementing in Prolog an effective cellular solution for the knapsack problem. Membrane Computing. Lecture Notes in Computer Science, 2933, pp. 185-196, 2004. 

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• A. Cordón; M.A. Gutiérrez; M.J. Pérez-Jiménez; F. Sancho-Caparrini. A Prolog simulator for deterministic P systems with active membranes. New Generation Computing, 22 (4), pp. 349-363, 2004.

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• M.J. Pérez-Jiménez; A. Romero; F. Sancho-Caparrini. Modelos de Computación Celular con Membranas. Boletín de la Sociedad Española de Matemática Aplicada, 29, pp. 57-88, 2004.

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• A. Cordón; F. Sancho-Caparrini. A Note on Complexity measures for Probabilistic P Systems. Journal of Universal Computer Science, 10 (5), pp. 559-566, 2004.

2003

• M.J. Pérez-Jiménez; A. Romero; F. Sancho-Caparrini. Decision P systems and the P=NP conjecture. Lecture Notes in Computer Science, 2597, pp. 388-401, 2003.

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• D. Balbontín; M.J. Pérez-Jiménez; F. Sancho-Caparrini. A Mz-Scheme implementation of transition P systems. Lecture Notes in Computer Science, 2597, pp. 58-73, 2003.

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• M.J. Pérez-Jiménez; A. Romero; F. Sancho-Caparrini. Complexity classes in cellular computing with membranes. Natural Computing, 2 (3), pp. 265-285, 2003.

2002

• M.J. Pérez-Jiménez; F. Sancho-Caparrini. A formalization of transition P systems. Fundamenta Informaticae, 49(1-3), pp. 261-272, 2002.

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• M.J. Pérez-Jiménez; F. Sancho-Caparrini. Verifying a P system generating squares. Romanian J. of Information Science and Technology,5 (1-2), pp. 181-191, 2002.

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• M.J. Pérez-Jiménez; F. Sancho-Caparrini. Solving Knapsack Problems in a Sticker Based Model. Lecture Notes in Computer Science, 2340, pp. 161-171, 2002.