Juan Ramón Rico-Juan

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 25

Top Topics

Prototype Selection

Nearest Neighbor

Top Venues

Expert Syst. Appl.

Pattern Recognit.

Publications

Juan Ramón Rico-Juan, Cristina Cachero, Hermenegilda Macià
Study regarding the influence of a student's personality and an LMS usage profile on learning performance using machine learning techniques. Appl. Intell. 54 (8) (2024)
Juan Ramón Rico-Juan, Víctor M. Sánchez-Cartagena, Jose J. Valero-Mas, Antonio Javier Gallego
Identifying Student Profiles Within Online Judge Systems Using Explainable Artificial Intelligence. CoRR (2024)
Jose J. Valero-Mas, Antonio Javier Gallego, Juan Ramón Rico-Juan
An overview of ensemble and feature learning in few-shot image classification using siamese networks. Multim. Tools Appl. 83 (7) (2024)
Cristina Cachero, Juan Ramón Rico-Juan, Hermenegilda Macià
Influence of personality and modality on peer assessment evaluation perceptions using Machine Learning techniques. Expert Syst. Appl. 213 (Part) (2023)
Juan Llorca-Schenk, Juan Ramón Rico-Juan, Miguel Sanchez-Lozano
Designing porthole aluminium extrusion dies on the basis of eXplainable Artificial Intelligence. Expert Syst. Appl. 222 (2023)
Juan Ramón Rico-Juan, Víctor M. Sánchez-Cartagena, Jose J. Valero-Mas, Antonio Javier Gallego
Identifying Student Profiles Within Online Judge Systems Using Explainable Artificial Intelligence. IEEE Trans. Learn. Technol. 16 (6) (2023)
Antonio Oliver-Roig, Juan Ramón Rico-Juan, Miguel Richart-Martínez, Julio Cabrero-García
Predicting exclusive breastfeeding in maternity wards using machine learning techniques. Comput. Methods Programs Biomed. 221 (2022)
Antonio-Javier Gallego, Juan Ramón Rico-Juan, Jose J. Valero-Mas
Efficient k-nearest neighbor search based on clustering and adaptive k values. Pattern Recognit. 122 (2022)
Juan Ramón Rico-Juan, Paloma Taltavull de La Paz
Machine learning with explainability or spatial hedonics tools? An analysis of the asking prices in the housing market in Alicante, Spain. Expert Syst. Appl. 171 (2021)
Javier Ortega Bastida, Antonio-Javier Gallego, Juan Ramón Rico-Juan, Pedro Albarrán
A multimodal approach for regional GDP prediction using social media activity and historical information. Appl. Soft Comput. 111 (2021)
Jorge Calvo-Zaragoza, Juan Ramón Rico-Juan, Antonio-Javier Gallego
Ensemble classification from deep predictions with test data augmentation. Soft Comput. 24 (2) (2020)
Antonio-Javier Gallego, Jorge Calvo-Zaragoza, Juan Ramón Rico-Juan
Insights Into Efficient k-Nearest Neighbor Classification With Convolutional Neural Codes. IEEE Access 8 (2020)
Juan Ramón Rico-Juan, Jose J. Valero-Mas, José M. Iñesta
Bounding Edit Distance for similarity-based sequence classification on Structural Pattern Recognition. Appl. Soft Comput. 97 (Part) (2020)
Juan Ramón Rico-Juan, Antonio-Javier Gallego, Jorge Calvo-Zaragoza
Automatic detection of inconsistencies between numerical scores and textual feedback in peer-assessment processes with machine learning. Comput. Educ. 140 (2019)
Juan Ramón Rico-Juan, Jose J. Valero-Mas, Jorge Calvo-Zaragoza
Extensions to rank-based prototype selection in k-Nearest Neighbour classification. Appl. Soft Comput. 85 (2019)
Antonio-Javier Gallego, Jorge Calvo-Zaragoza, Jose J. Valero-Mas, Juan Ramón Rico-Juan
Clustering-based k-nearest neighbor classification for large-scale data with neural codes representation. Pattern Recognit. 74 (2018)
Juan Ramón Rico-Juan, Antonio-Javier Gallego, Jose J. Valero-Mas, Jorge Calvo-Zaragoza
Statistical semi-supervised system for grading multiple peer-reviewed open-ended works. Comput. Educ. 126 (2018)
Fernando Llopis Pascual, Jorge Azorín López, Juan Ramón Rico-Juan, Andrés Fuster Guilló, Irene Llopis
Tuberculosis Detection using Optical Flow and the Activity Description Vector. CLEF (Working Notes) (2018)
Francisco J. Castellanos, Jose J. Valero-Mas, Jorge Calvo-Zaragoza, Juan Ramón Rico-Juan
Oversampling imbalanced data in the string space. Pattern Recognit. Lett. 103 (2018)
Jose J. Valero-Mas, Jorge Calvo-Zaragoza, Juan Ramón Rico-Juan, José Manuel Iñesta Quereda
A Study of Prototype Selection Algorithms for Nearest Neighbour in Class-Imbalanced Problems. IbPRIA (2017)
Jorge Calvo-Zaragoza, Jose J. Valero-Mas, Juan Ramón Rico-Juan
Recognition of Handwritten Music Symbols using Meta-features Obtained from Weak Classifiers based on Nearest Neighbor. ICPRAM (2017)
Jorge Calvo-Zaragoza, Jose J. Valero-Mas, Juan Ramón Rico-Juan
Prototype generation on structural data using dissimilarity space representation. Neural Comput. Appl. 28 (9) (2017)
Jorge Calvo-Zaragoza, Jose J. Valero-Mas, Juan Ramón Rico-Juan
Selecting promising classes from generated data for an efficient multi-class nearest neighbor classification. Soft Comput. 21 (20) (2017)
Jose J. Valero-Mas, Jorge Calvo-Zaragoza, Juan Ramón Rico-Juan, José Manuel Iñesta Quereda
An experimental study on rank methods for prototype selection. Soft Comput. 21 (19) (2017)
Jose J. Valero-Mas, Jorge Calvo-Zaragoza, Juan Ramón Rico-Juan
On the suitability of Prototype Selection methods for kNN classification with distributed data. Neurocomputing 203 (2016)
Jorge Calvo-Zaragoza, Jose J. Valero-Mas, Juan Ramón Rico-Juan
Improving kNN multi-label classification in Prototype Selection scenarios using class proposals. Pattern Recognit. 48 (5) (2015)
Jorge Calvo-Zaragoza, Jose J. Valero-Mas, Juan Ramón Rico-Juan
Prototype Generation on Structural Data Using Dissimilarity Space Representation: A Case of Study. IbPRIA (2015)
Juan Ramón Rico-Juan, Jorge Calvo-Zaragoza
Improving classification using a Confidence Matrix based on weak classifiers applied to OCR. Neurocomputing 151 (2015)
Juan Ramón Rico-Juan, José Manuel Iñesta Quereda
Adaptive training set reduction for nearest neighbor classification. Neurocomputing 138 (2014)
José Ignacio Abreu, Juan Ramón Rico-Juan
A new iterative algorithm for computing a quality approximate median of strings based on edit operations. Pattern Recognit. Lett. 36 (2014)
José Ignacio Abreu, Juan Ramón Rico-Juan
An improved fast edit approach for two-string approximated mean computation applied to OCR. Pattern Recognit. Lett. 34 (5) (2013)
Juan Ramón Rico-Juan, José Manuel Iñesta Quereda
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. 33 (10) (2012)
Juan Ramón Rico-Juan, José Manuel Iñesta Quereda
New rank methods for reducing the size of the training set using the nearest neighbor rule. Pattern Recognit. Lett. 33 (5) (2012)
Juan Ramón Rico-Juan, José Manuel Iñesta Quereda
Confidence voting method ensemble applied to off-line signature verification. Pattern Anal. Appl. 15 (2) (2012)
José Ignacio Abreu Salas, Juan Ramón Rico-Juan
Characterization of contour regularities based on the Levenshtein edit distance. Pattern Recognit. Lett. 32 (10) (2011)
José Ignacio Abreu Salas, Juan Ramón Rico-Juan
A New Editing Scheme Based on a Fast Two-String Median Computation Applied to OCR. SSPR/SPR (2010)
José Ignacio Abreu Salas, Juan Ramón Rico-Juan
Contour Regularity Extraction Based on String Edit Distance. IbPRIA (2009)
Juan Ramón Rico-Juan
Creating Synchronized Presentations for Mobile Devices Using Open Source Tools. CSREA EE (2009)
Juan Ramón Rico-Juan, José Manuel Iñesta Quereda
Edit Distance for Ordered Vector Sets: A Case of Study. SSPR/SPR (2006)
Juan Ramón Rico-Juan, Jorge Calera-Rubio, Rafael C. Carrasco
-testable tree languages. Pattern Recognit. 38 (9) (2005)
Juan Ramón Rico-Juan, Luisa Micó
Finding Significant Points for a Handwritten Classification Task. ICIAR (1) (2004)
Rafael C. Carrasco, Juan Ramón Rico-Juan
A similarity between probabilistic tree languages: application to XML document families. Pattern Recognit. 36 (9) (2003)
Juan Ramón Rico-Juan, Luisa Micó
Some Results about the Use of Tree/String Edit Distances in a~Nearest Neighbour Classification Task. IbPRIA (2003)
Juan Ramón Rico-Juan, Luisa Micó
Comparison of AESA and LAESA search algorithms using string and tree-edit-distances. Pattern Recognit. Lett. 24 (9-10) (2003)
Juan Ramón Rico-Juan, Jorge Calera-Rubio, Rafael C. Carrasco
Stochastic k-testable Tree Languages and Applications. ICGI (2002)
Juan Ramón Rico-Juan, Jorge Calera-Rubio
Evaluation of Handwritten Character Recognizers Using Tree-Edit-Distance and Fast Nearest Neighbour Search. PRIS (2002)
Juan Ramón Rico-Juan, Jorge Calera-Rubio, Rafael C. Carrasco
Lossless Compression of Surfaces Described as Points. SSPR/SPR (2000)
Juan Ramón Rico-Juan, Jorge Calera-Rubio, Rafael C. Carrasco
-Testable Tree Languages. ICGI (2000)