Juan Ramón Rico-Juan

Orcid: 0000-0002-9199-5802

Affiliations:
  • University of Alicante, Spain


According to our database1, Juan Ramón Rico-Juan authored at least 48 papers between 2000 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of five.

Timeline

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Bibliography

2024
Study regarding the influence of a student's personality and an LMS usage profile on learning performance using machine learning techniques.
Appl. Intell., April, 2024

An overview of ensemble and feature learning in few-shot image classification using siamese networks.
Multim. Tools Appl., 2024

2023
Identifying Student Profiles Within Online Judge Systems Using Explainable Artificial Intelligence.
IEEE Trans. Learn. Technol., December, 2023

Designing porthole aluminium extrusion dies on the basis of eXplainable Artificial Intelligence.
Expert Syst. Appl., July, 2023

Influence of personality and modality on peer assessment evaluation perceptions using Machine Learning techniques.
Expert Syst. Appl., 2023

2022
Efficient k-nearest neighbor search based on clustering and adaptive k values.
Pattern Recognit., 2022

Predicting exclusive breastfeeding in maternity wards using machine learning techniques.
Comput. Methods Programs Biomed., 2022

2021
Machine learning with explainability or spatial hedonics tools? An analysis of the asking prices in the housing market in Alicante, Spain.
Expert Syst. Appl., 2021

A multimodal approach for regional GDP prediction using social media activity and historical information.
Appl. Soft Comput., 2021

2020
Ensemble classification from deep predictions with test data augmentation.
Soft Comput., 2020

Bounding Edit Distance for similarity-based sequence classification on Structural Pattern Recognition.
Appl. Soft Comput., 2020

Insights Into Efficient k-Nearest Neighbor Classification With Convolutional Neural Codes.
IEEE Access, 2020

2019
Automatic detection of inconsistencies between numerical scores and textual feedback in peer-assessment processes with machine learning.
Comput. Educ., 2019

Extensions to rank-based prototype selection in k-Nearest Neighbour classification.
Appl. Soft Comput., 2019

2018
Oversampling imbalanced data in the string space.
Pattern Recognit. Lett., 2018

Clustering-based k-nearest neighbor classification for large-scale data with neural codes representation.
Pattern Recognit., 2018

Statistical semi-supervised system for grading multiple peer-reviewed open-ended works.
Comput. Educ., 2018

Tuberculosis Detection using Optical Flow and the Activity Description Vector.
Proceedings of the Working Notes of CLEF 2018, 2018

2017
An experimental study on rank methods for prototype selection.
Soft Comput., 2017

Selecting promising classes from generated data for an efficient multi-class nearest neighbor classification.
Soft Comput., 2017

Prototype generation on structural data using dissimilarity space representation.
Neural Comput. Appl., 2017

Recognition of Handwritten Music Symbols using Meta-features Obtained from Weak Classifiers based on Nearest Neighbor.
Proceedings of the 6th International Conference on Pattern Recognition Applications and Methods, 2017

A Study of Prototype Selection Algorithms for Nearest Neighbour in Class-Imbalanced Problems.
Proceedings of the Pattern Recognition and Image Analysis - 8th Iberian Conference, 2017

2016
On the suitability of Prototype Selection methods for kNN classification with distributed data.
Neurocomputing, 2016

2015
Improving kNN multi-label classification in Prototype Selection scenarios using class proposals.
Pattern Recognit., 2015

Improving classification using a Confidence Matrix based on weak classifiers applied to OCR.
Neurocomputing, 2015

Prototype Generation on Structural Data Using Dissimilarity Space Representation: A Case of Study.
Proceedings of the Pattern Recognition and Image Analysis - 7th Iberian Conference, 2015

2014
A new iterative algorithm for computing a quality approximate median of strings based on edit operations.
Pattern Recognit. Lett., 2014

Adaptive training set reduction for nearest neighbor classification.
Neurocomputing, 2014

2013
An improved fast edit approach for two-string approximated mean computation applied to OCR.
Pattern Recognit. Lett., 2013

2012
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., 2012

New rank methods for reducing the size of the training set using the nearest neighbor rule.
Pattern Recognit. Lett., 2012

Confidence voting method ensemble applied to off-line signature verification.
Pattern Anal. Appl., 2012

2011
Characterization of contour regularities based on the Levenshtein edit distance.
Pattern Recognit. Lett., 2011

2010
A New Editing Scheme Based on a Fast Two-String Median Computation Applied to OCR.
Proceedings of the Structural, 2010

2009
Contour Regularity Extraction Based on String Edit Distance.
Proceedings of the Pattern Recognition and Image Analysis, 4th Iberian Conference, 2009

Creating Synchronized Presentations for Mobile Devices Using Open Source Tools.
Proceedings of the 2009 International Conference on E-Learning, 2009

2008
Normalisation of Confidence Voting Methods Applied to a Fast Handwritten OCR Classification.
Proceedings of the Computer Recognition Systems 2, 2008

2006
Edit Distance for Ordered Vector Sets: A Case of Study.
Proceedings of the Structural, 2006

2005
Smoothing and compression with stochastic <i>k</i>-testable tree languages.
Pattern Recognit., 2005

2004
Finding Significant Points for a Handwritten Classification Task.
Proceedings of the Image Analysis and Recognition: International Conference, 2004

2003
Comparison of AESA and LAESA search algorithms using string and tree-edit-distances.
Pattern Recognit. Lett., 2003

A similarity between probabilistic tree languages: application to XML document families.
Pattern Recognit., 2003

Some Results about the Use of Tree/String Edit Distances in a~Nearest Neighbour Classification Task.
Proceedings of the Pattern Recognition and Image Analysis, First Iberian Conference, 2003

2002
Evaluation of Handwritten Character Recognizers Using Tree-Edit-Distance and Fast Nearest Neighbour Search.
Proceedings of the Pattern Recognition in Information Systems, 2002

Stochastic k-testable Tree Languages and Applications.
Proceedings of the Grammatical Inference: Algorithms and Applications, 2002

2000
Lossless Compression of Surfaces Described as Points.
Proceedings of the Advances in Pattern Recognition, Joint IAPR International Workshops SSPR 2000 and SPR 2000, [8th International Workshop on Structural and Syntactic Pattern Recognition, 3rd International Workshop on Statistical Techniques in Pattern Recognition], Alicante, Spain, August 30, 2000

Probabilistic <i>k</i>-Testable Tree Languages.
Proceedings of the Grammatical Inference: Algorithms and Applications, 2000


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