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ORCIDFernando Sancho
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- affiliation: University of Sevilla, Department Computer Science and Artificial Intelligence, Spain
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2020 – today
- 2025
[j23]Nataliya M. Gulayeva
, Joaquín Borrego-Díaz, Fernando Sancho-Caparrini:
Analysis of selection noise in genetic algorithms. Soft Comput. 29(8): 3757-3773 (2025)- [j22]Diego Cabrera, Jiapeng Wu, Mariela Cerrada, René-Vinicio Sánchez, Fernando Sancho, Jianyu Long, Chuan Li:
Attention-Based Multisignal Representation of High-Resolution Time Series: A Fault Detection Method for Industrial Machinery. IEEE Trans. Ind. Electron. 72(9): 9707-9716 (2025) - [j21]Jiapeng Wu, Diego Cabrera, Mariela Cerrada, René-Vinicio Sánchez, Fernando Sancho, Edgar Estupiñan:
Fault Diagnosis Generalization Improvement Through Contrastive Learning for a Multistage Centrifugal Pump. IEEE Trans. Reliab. 74(1): 2373-2381 (2025) - 2024
- [j20]Enrique J. López-Ortiz, Marina Perea-Trigo, Luis Miguel Soria-Morillo, Fernando Sancho-Caparrini, J. J. Vegas Olmos:
Exploring deep echo state networks for image classification: a multi-reservoir approach. Neural Comput. Appl. 36(20): 11901-11918 (2024) - 2023
- [j19]Diego Cabrera, María J. Quinteros, Mariela Cerrada, René-Vinicio Sánchez, Mario Guallpa, Fernando Sancho, Chuan 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 Sci. Informatics 16(2): 1373-1388 (2023) - [c16]Víctor Ramos-González, Joaquín Borrego-Díaz, Fernando Sancho-Caparrini:
Prototyping Logic-Based AI Services with LogicUS. AAAI 2023: 16473-16475 - [i5]Jaime de Miguel-Rodríguez, Fernando Sancho-Caparrini:
A Recursive Bateson-Inspired Model for the Generation of Semantic Formal Concepts from Spatial Sensory Data. CoRR abs/2307.08087 (2023) - 2021
- [j18]Enrique J. López-Ortiz, Fernando Sancho-Caparrini, Miguel A. Martínez-del-Amor, Luis Miguel Soria-Morillo, Juan Antonio Álvarez-García:
Hybrid agent-based methodology for testing response protocols. Knowl. Based Syst. 222: 107005 (2021) - [j17]Chuan Li, Diego Cabrera, Fernando Sancho, René-Vinicio Sánchez, Mariela Cerrada, José Valente de Oliveira:
One-Shot Fault Diagnosis of Three-Dimensional Printers Through Improved Feature Space Learning. IEEE Trans. Ind. Electron. 68(9): 8768-8776 (2021) - 2020
- [j16]Diego Cabrera, Fernando Sancho, Mariela Cerrada, René-Vinicio Sánchez, Chuan Li:
Knowledge extraction from deep convolutional neural networks applied to cyclo-stationary time-series classification. Inf. Sci. 524: 1-14 (2020) - [j15]Jose L. Salazar-González, Carlos Zaccaro, Juan Antonio Álvarez-García, Luis Miguel Soria-Morillo, Fernando Sancho-Caparrini:
Real-time gun detection in CCTV: An open problem. Neural Networks 132: 297-308 (2020)
2010 – 2019
- 2019
- [j14]Diego Cabrera, Fernando Sancho, Jianyu Long, René-Vinicio Sánchez, Shaohui Zhang, Mariela Cerrada, Chuan Li:
Generative Adversarial Networks Selection Approach for Extremely Imbalanced Fault Diagnosis of Reciprocating Machinery. IEEE Access 7: 70643-70653 (2019) - [c15]Fernando Enríquez, Luis Miguel Soria-Morillo, Juan Antonio Álvarez-García, Fernando Sancho-Caparrini, Francisco Velasco Morente, Oscar Déniz, Noelia Vállez:
Vision and Crowdsensing Technology for an Optimal Response in Physical-Security. ICCS (5) 2019: 15-26 - [i4]Pedro Almagro-Blanco, Fernando Sancho-Caparrini:
Improving Skip-Gram based Graph Embeddings via Centrality-Weighted Sampling. CoRR abs/1907.08793 (2019) - 2018
- [j13]Diego Cabrera, Fernando Sancho, Mariela Cerrada, René-Vinicio Sánchez, Felipe A. Tobar:
Echo state network and variational autoencoder for efficient one-class learning on dynamical systems. J. Intell. Fuzzy Syst. 34(6): 3799-3809 (2018) - [c14]Eun Seo Jo, Javier de la Rosa Pérez, Scott Bailey, Fernando Sancho-Caparrini:
Machine Reading Part II: Advanced Topics in Word Vectors. DH 2018: 704-705 - 2017
- [j12]Diego Cabrera, Fernando Sancho, Chuan Li, Mariela Cerrada, René-Vinicio Sánchez, Fannia Pacheco, José Valente de Oliveira:
Automatic feature extraction of time-series applied to fault severity assessment of helical gearbox in stationary and non-stationary speed operation. Appl. Soft Comput. 58: 53-64 (2017) - [i3]Pedro Almagro-Blanco, Fernando Sancho-Caparrini:
Generalized Graph Pattern Matching. CoRR abs/1708.03734 (2017) - [i2]Pedro Almagro-Blanco, Fernando Sancho-Caparrini:
Induction of Decision Trees based on Generalized Graph Queries. CoRR abs/1708.05563 (2017) - [i1]Pedro Almagro-Blanco, Fernando Sancho-Caparrini:
Semantic Preserving Embeddings for Generalized Graphs. CoRR abs/1709.02759 (2017) - 2013
- [j11]Eduard A. Arriaga, Fernando Sancho-Caparrini, Juan-Luis Suárez:
Modeling Afro-Latin American Artistic Representations in Topic Maps: Cuba's Prominence in Latin American Discourse. Digit. Humanit. Q. 7(1) (2013) - [j10]Juan-Luis Suárez, Fernando Sancho-Caparrini, Elika Ortega, Javier de la Rosa Pérez, Natalia Caldas, David Brown:
Towards a digital geography of Hispanic Baroque art. Lit. Linguistic Comput. 28(4): 718-735 (2013) - [c13]Juan-Luis Suárez, Fernando Sancho-Caparrini:
Evolving Creativity: An Analysis of the Creative Method in elBulli Restaurant. Culture and Computing 2013: 98-103 - [c12]Javier de la Rosa Pérez, Juan-Luis Suárez, Fernando Sancho-Caparrini:
SylvaDB: A Polyglot and Multi-backend Graph Database Management System. DATA 2013: 285-292 - 2012
- [j9]Juan-Luis Suárez, Shiddarta Vásquez, Fernando Sancho-Caparrini:
The Potosí principle: religious prosociality fosters self-organization of larger communities under extreme natural and economic conditions. Lit. Linguistic Comput. 27(1): 25-38 (2012) - [c11]Juan-Luis Suárez, Fernando Sancho-Caparrini:
A Digital Geography of Hispanic Baroque Art. DH 2012: 385-387 - 2011
- [j8]Miguel A. Martínez-del-Amor, Ignacio Pérez-Hurtado, Mario J. Pérez-Jiménez, Agustin Riscos-Núñez, Fernando Sancho-Caparrini:
A Simulation Algorithm for Multienvironment Probabilistic P Systems: a Formal Verification. Int. J. Found. Comput. Sci. 22(1): 107-118 (2011) - [j7]Juan-Luis Suárez, Fernando Sancho:
A Virtual Laboratory for the Study of History and Cultural Dynamics. J. Artif. Soc. Soc. Simul. 14(4) (2011) - [c10]Juan-Luis Suárez, Fernando Sancho-Caparrini, Javier de la Rosa Pérez:
The Art-Space of a Global Community: The Network of Baroque Paintings in Hispanic-America. Culture and Computing 2011: 45-50
2000 – 2009
- 2008
- [j6]Oleksiy Kurganskyy, Igor Potapov, Fernando Sancho-Caparrini:
Reachability Problems in Low-Dimensional Iterative Maps. Int. J. Found. Comput. Sci. 19(4): 935-951 (2008) - 2007
- [c9]Oleksiy Kurganskyy, Igor Potapov, Fernando Sancho-Caparrini:
Computation in One-Dimensional Piecewise Maps. HSCC 2007: 706-709 - 2006
- [j5]Mario J. Pérez-Jiménez, Álvaro Romero Jiménez, Fernando Sancho-Caparrini:
A Polynomial Complexity Class in P Systems Using Membrane Division. J. Autom. Lang. Comb. 11(4): 423-434 (2006) - [p1]Mario J. Pérez-Jiménez, Álvaro Romero Jiménez, Fernando Sancho-Caparrini:
Computationally Hard Problems Addressed Through P Systems. Applications of Membrane Computing 2006: 315-346 - 2004
- [j4]Andrés Cordón-Franco, Fernando Sancho-Caparrini:
A Note on Complexity Measures for Probabilistic P Systems. J. Univers. Comput. Sci. 10(5): 559-566 (2004) - [j3]Andrés Cordón-Franco, Miguel Angel Gutiérrez-Naranjo, Mario J. Pérez-Jiménez, Fernando Sancho-Caparrini:
A Prolog Simulator for Deterministic P Systems with Active Membranes. New Gener. Comput. 22(4): 349-363 (2004) - [c8]Mario J. Pérez-Jiménez, Álvaro Romero Jiménez, Fernando Sancho-Caparrini:
The P Versus NP Problem Through Cellular Computing with Membranes. Aspects of Molecular Computing 2004: 338-352 - [c7]Andrés Cordón-Franco, Fernando Sancho-Caparrini:
Approximating Non-discrete P Systems. Workshop on Membrane Computing 2004: 287-295 - 2003
- [j2]Mario J. Pérez-Jiménez, Álvaro Romero Jiménez, Fernando Sancho-Caparrini:
Complexity classes in models of cellular computing with membranes. Nat. Comput. 2(3): 265-285 (2003) - [c6]Mario J. Pérez-Jiménez, Álvaro Romero Jiménez, Fernando Sancho-Caparrini:
A Polynomial Complexity Class in P Systems Using Membrane Division. DCFS 2003: 284-294 - [c5]Carlos Martín-Vide, Victor Mitrana, Mario J. Pérez-Jiménez, Fernando Sancho-Caparrini:
Hybrid Networks of Evolutionary Processors. GECCO 2003: 401-412 - [c4]Andrés Cordón-Franco, Miguel Angel Gutiérrez-Naranjo, Mario J. Pérez-Jiménez, Agustin Riscos-Núñez, Fernando Sancho-Caparrini:
Implementing in Prolog an Effective Cellular Solution to the Knapsack Problem. Workshop on Membrane Computing 2003: 140-152 - 2002
- [j1]Mario J. Pérez-Jiménez, Fernando Sancho-Caparrini:
A Formalization of Transition P Systems. Fundam. Informaticae 49(1-3): 261-272 (2002) - [c3]Delia Balbontín Noval, Mario J. Pérez-Jiménez, Fernando Sancho-Caparrini:
A MzScheme Implementation of Transition P Systems. WMC-CdeA 2002: 58-73 - [c2]Mario J. Pérez-Jiménez, Álvaro Romero Jiménez, Fernando Sancho-Caparrini:
Decision P Systems and the P!=NP Conjecture. WMC-CdeA 2002: 388-399 - 2001
- [c1]Mario J. Pérez-Jiménez, Fernando Sancho-Caparrini:
Solving Knapsack Problems in a Sticker Based Model. DNA 2001: 161-171
Coauthor Index
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