Juan Ramón Rico-Juan

49 papers C 1Misc 4Journal 34Unranked 9
YearRankTypeTitle / Venue / Authors
2024 J jnl
An overview of ensemble and feature learning in few-shot image classification using siamese networks.
Multim. Tools Appl.
Jose J. Valero-Mas, Antonio Javier Gallego, Juan Ramón Rico-Juan
2024 J jnl
Identifying Student Profiles Within Online Judge Systems Using Explainable Artificial Intelligence.
CoRR
Juan Ramón Rico-Juan, Víctor M. Sánchez-Cartagena, Jose J. Valero-Mas, Antonio Javier Gallego
2024 J jnl
Study regarding the influence of a student's personality and an LMS usage profile on learning performance using machine learning techniques.
Appl. Intell.
Juan Ramón Rico-Juan, Cristina Cachero, Hermenegilda Macià
2023 J jnl
Designing porthole aluminium extrusion dies on the basis of eXplainable Artificial Intelligence.
Expert Syst. Appl.
Juan Llorca-Schenk, Juan Ramón Rico-Juan, Miguel Sánchez Lozano
2023 J jnl
Identifying Student Profiles Within Online Judge Systems Using Explainable Artificial Intelligence.
IEEE Trans. Learn. Technol.
Juan Ramón Rico-Juan, Víctor M. Sánchez-Cartagena, Jose J. Valero-Mas, Antonio Javier Gallego
2023 J jnl
Influence of personality and modality on peer assessment evaluation perceptions using Machine Learning techniques.
Expert Syst. Appl.
Cristina Cachero, Juan Ramón Rico-Juan, Hermenegilda Macià
2022 J jnl
Efficient k-nearest neighbor search based on clustering and adaptive k values.
Pattern Recognit.
Antonio Javier Gallego, Juan Ramón Rico-Juan, Jose J. Valero-Mas
2022 J jnl
Predicting exclusive breastfeeding in maternity wards using machine learning techniques.
Comput. Methods Programs Biomed.
Antonio Oliver-Roig, Juan Ramón Rico-Juan, Miguel Richart-Martínez, Julio Cabrero-García
2021 J jnl
A multimodal approach for regional GDP prediction using social media activity and historical information.
Appl. Soft Comput.
Javier Ortega Bastida, Antonio Javier Gallego, Juan Ramón Rico-Juan, Pedro Albarrán
2021 J jnl
Machine learning with explainability or spatial hedonics tools? An analysis of the asking prices in the housing market in Alicante, Spain.
Expert Syst. Appl.
Juan Ramón Rico-Juan, Paloma Taltavull de La Paz
2020 J jnl
Bounding Edit Distance for similarity-based sequence classification on Structural Pattern Recognition.
Appl. Soft Comput.
Juan Ramón Rico-Juan, Jose J. Valero-Mas, José M. Iñesta
2020 J jnl
Ensemble classification from deep predictions with test data augmentation.
Soft Comput.
Jorge Calvo-Zaragoza, Juan Ramón Rico-Juan, Antonio Javier Gallego
2020 J jnl
Insights Into Efficient k-Nearest Neighbor Classification With Convolutional Neural Codes.
IEEE Access
Antonio Javier Gallego, Jorge Calvo-Zaragoza, Juan Ramón Rico-Juan
2019 J jnl
Automatic detection of inconsistencies between numerical scores and textual feedback in peer-assessment processes with machine learning.
Comput. Educ.
Juan Ramón Rico-Juan, Antonio Javier Gallego, Jorge Calvo-Zaragoza
2019 J jnl
Extensions to rank-based prototype selection in k-Nearest Neighbour classification.
Appl. Soft Comput.
Juan Ramón Rico-Juan, Jose J. Valero-Mas, Jorge Calvo-Zaragoza
2018 J jnl
Clustering-based k-nearest neighbor classification for large-scale data with neural codes representation.
Pattern Recognit.
Antonio Javier Gallego, Jorge Calvo-Zaragoza, Jose J. Valero-Mas, Juan Ramón Rico-Juan
2018 J jnl
Oversampling imbalanced data in the string space.
Pattern Recognit. Lett.
Francisco J. Castellanos, Jose J. Valero-Mas, Jorge Calvo-Zaragoza, Juan Ramón Rico-Juan
2018 J jnl
Statistical semi-supervised system for grading multiple peer-reviewed open-ended works.
Comput. Educ.
Juan Ramón Rico-Juan, Antonio Javier Gallego, Jose J. Valero-Mas, Jorge Calvo-Zaragoza
2018 — conf
Tuberculosis Detection using Optical Flow and the Activity Description Vector.
CLEF (Working Notes)
Fernando Llopis Pascual, Jorge Azorín López, Juan Ramón Rico-Juan, Andrés Fuster Guilló, Irene Llopis
2017 Misc conf
A Study of Prototype Selection Algorithms for Nearest Neighbour in Class-Imbalanced Problems.
IbPRIA
Jose J. Valero-Mas, Jorge Calvo-Zaragoza, Juan Ramón Rico-Juan, José Manuel Iñesta Quereda
2017 J jnl
An experimental study on rank methods for prototype selection.
Soft Comput.
Jose J. Valero-Mas, Jorge Calvo-Zaragoza, Juan Ramón Rico-Juan, José Manuel Iñesta Quereda
2017 J jnl
Prototype generation on structural data using dissimilarity space representation.
Neural Comput. Appl.
Jorge Calvo-Zaragoza, Jose J. Valero-Mas, Juan Ramón Rico-Juan
2017 C conf
Recognition of Handwritten Music Symbols using Meta-features Obtained from Weak Classifiers based on Nearest Neighbor.
ICPRAM
Jorge Calvo-Zaragoza, Jose J. Valero-Mas, Juan Ramón Rico-Juan
2017 J jnl
Selecting promising classes from generated data for an efficient multi-class nearest neighbor classification.
Soft Comput.
Jorge Calvo-Zaragoza, Jose J. Valero-Mas, Juan Ramón Rico-Juan
2016 J jnl
On the suitability of Prototype Selection methods for kNN classification with distributed data.
Neurocomputing
Jose J. Valero-Mas, Jorge Calvo-Zaragoza, Juan Ramón Rico-Juan
2015 J jnl
Improving classification using a Confidence Matrix based on weak classifiers applied to OCR.
Neurocomputing
Juan Ramón Rico-Juan, Jorge Calvo-Zaragoza
2015 J jnl
Improving kNN multi-label classification in Prototype Selection scenarios using class proposals.
Pattern Recognit.
Jorge Calvo-Zaragoza, Jose J. Valero-Mas, Juan Ramón Rico-Juan
2015 Misc conf
Prototype Generation on Structural Data Using Dissimilarity Space Representation: A Case of Study.
IbPRIA
Jorge Calvo-Zaragoza, Jose J. Valero-Mas, Juan Ramón Rico-Juan
2014 J jnl
A new iterative algorithm for computing a quality approximate median of strings based on edit operations.
Pattern Recognit. Lett.
José Ignacio Abreu, Juan Ramón Rico-Juan
2014 J jnl
Adaptive training set reduction for nearest neighbor classification.
Neurocomputing
Juan Ramón Rico-Juan, José Manuel Iñesta Quereda
2013 J jnl
An improved fast edit approach for two-string approximated mean computation applied to OCR.
Pattern Recognit. Lett.
José Ignacio Abreu, Juan Ramón Rico-Juan
2012 J jnl
Confidence voting method ensemble applied to off-line signature verification.
Pattern Anal. Appl.
Juan Ramón Rico-Juan, José Manuel Iñesta Quereda
2012 J jnl
Corrigendum to "New rank methods for reducing the size of the training set using the nearest neighbor rule" [Pattern Recognition Letters 33(5) (2012) 654-660.
Pattern Recognit. Lett.
Juan Ramón Rico-Juan, José Manuel Iñesta Quereda
2012 J jnl
New rank methods for reducing the size of the training set using the nearest neighbor rule.
Pattern Recognit. Lett.
Juan Ramón Rico-Juan, José Manuel Iñesta Quereda
2011 J jnl
Characterization of contour regularities based on the Levenshtein edit distance.
Pattern Recognit. Lett.
José Ignacio Abreu Salas, Juan Ramón Rico-Juan
2010 — conf
A New Editing Scheme Based on a Fast Two-String Median Computation Applied to OCR.
SSPR/SPR
José Ignacio Abreu Salas, Juan Ramón Rico-Juan
2009 Misc conf
Contour Regularity Extraction Based on String Edit Distance.
IbPRIA
José Ignacio Abreu Salas, Juan Ramón Rico-Juan
2009 — conf
Creating Synchronized Presentations for Mobile Devices Using Open Source Tools.
CSREA EE
Juan Ramón Rico-Juan
2008 — ch.
Normalisation of Confidence Voting Methods Applied to a Fast Handwritten OCR Classification.
Computer Recognition Systems 2
Juan Ramón Rico-Juan, José Manuel Iñesta Quereda
2006 — conf
Edit Distance for Ordered Vector Sets: A Case of Study.
SSPR/SPR
Juan Ramón Rico-Juan, José Manuel Iñesta Quereda
2005 J jnl
Smoothing and compression with stochastic
Pattern Recognit.
Juan Ramón Rico-Juan, Jorge Calera-Rubio, Rafael C. Carrasco
2004 — conf
Finding Significant Points for a Handwritten Classification Task.
ICIAR (1)
Juan Ramón Rico-Juan, Luisa Micó
2003 J jnl
A similarity between probabilistic tree languages: application to XML document families.
Pattern Recognit.
Rafael C. Carrasco, Juan Ramón Rico-Juan
2003 J jnl
Comparison of AESA and LAESA search algorithms using string and tree-edit-distances.
Pattern Recognit. Lett.
Juan Ramón Rico-Juan, Luisa Micó
2003 Misc conf
Some Results about the Use of Tree/String Edit Distances in a~Nearest Neighbour Classification Task.
IbPRIA
Juan Ramón Rico-Juan, Luisa Micó
2002 — conf
Evaluation of Handwritten Character Recognizers Using Tree-Edit-Distance and Fast Nearest Neighbour Search.
PRIS
Juan Ramón Rico-Juan, Jorge Calera-Rubio
2002 — conf
Stochastic k-testable Tree Languages and Applications.
ICGI
Juan Ramón Rico-Juan, Jorge Calera-Rubio, Rafael C. Carrasco
2000 — conf
Lossless Compression of Surfaces Described as Points.
SSPR/SPR
Juan Ramón Rico-Juan, Jorge Calera-Rubio, Rafael C. Carrasco
2000 — conf
Probabilistic
ICGI
Juan Ramón Rico-Juan, Jorge Calera-Rubio, Rafael C. Carrasco