Juan-Luis Suárez

38 papers B 1C 3Misc 2Journal 21Unranked 11
YearRankTypeTitle / Venue / Authors
2024 J jnl
Metric learning for monotonic classification: turning the space up to the limits of monotonicity.
Appl. Intell.
Juan-Luis Suárez, Germán González-Almagro, Salvador García, Francisco Herrera
2024 J jnl
Semi-supervised clustering with two types of background knowledge: Fusing pairwise constraints and monotonicity constraints.
Inf. Fusion
Germán González-Almagro, Pablo Sánchez Bermejo, Juan-Luis Suárez, José Ramón Cano, Salvador García
2024 J jnl
Social context of the issue of discriminatory algorithmic decision-making systems.
AI Soc.
Daniel Varona, Juan-Luis Suárez
2023 J jnl
Semi-supervised Clustering with Two Types of Background Knowledge: Fusing Pairwise Constraints and Monotonicity Constraints.
CoRR
Germán González-Almagro, Juan-Luis Suárez, Pablo Sánchez Bermejo, José Ramón Cano, Salvador García
2022 J jnl
3SHACC: Three stages hybrid agglomerative constrained clustering.
Neurocomputing
Germán González-Almagro, Juan-Luis Suárez, Julián Luengo, José Ramón Cano, Salvador García
2022 C conf
A Preliminary Approach for using Metric Learning in Monotonic Classification.
IEA/AIE
Juan-Luis Suárez, Germán González-Almagro, Salvador García, Francisco Herrera
2022 J jnl
A computational approach for creativity assessment of culinary products: the case of elBulli.
AI Soc.
Antonio Jiménez-Mavillard, Juan-Luis Suárez
2022 J jnl
I tag, you tag: the role of tagging in the formation of topic-based communities of video game channels in YouTube (2016).
Soc. Netw. Anal. Min.
Ana Ruiz Segarra, Juan-Luis Suárez
2022 J jnl
Mapping the Networked Context of Copernicus, Michelangelo, and della Mirandola in Wikipedia.
Adv. Complex Syst.
Luis A. Miccio, Carlos Gámez-Pérez, Juan-Luis Suárez, Gustavo A. Schwartz
2022 C conf
Monotonic Constrained Clustering: A First Approach.
IEA/AIE
Germán González-Almagro, Pablo Sánchez Bermejo, Juan-Luis Suárez, José Ramón Cano, Salvador García
2021 J jnl
A tutorial on distance metric learning: Mathematical foundations, algorithms, experimental analysis, prospects and challenges.
Neurocomputing
Juan-Luis Suárez, Salvador García, Francisco Herrera
2021 Misc conf
Distance Metric Learning with Prototype Selection for Imbalanced Classification.
HAIS
Juan-Luis Suárez, Salvador García, Francisco Herrera
2021 J jnl
Machine learning's limitations in avoiding automation of bias.
AI Soc.
Daniel Varona, Yadira Lizama-Mué, Juan-Luis Suárez
2021 B conf
Ordinal Regression with Explainable Distance Metric Learning Based on Ordered Sequences: Extended Abstract.
DSAA
Juan-Luis Suárez, Salvador García, Francisco Herrera
2021 J jnl
Ordinal regression with explainable distance metric learning based on ordered sequences.
Mach. Learn.
Juan-Luis Suárez, Salvador García, Francisco Herrera
2020 Misc conf
Agglomerative Constrained Clustering Through Similarity and Distance Recalculation.
HAIS
Germán González-Almagro, Juan-Luis Suárez, Julián Luengo, José Ramón Cano, Salvador García
2020 J jnl
COVIDGR Dataset and COVID-SDNet Methodology for Predicting COVID-19 Based on Chest X-Ray Images.
IEEE J. Biomed. Health Informatics
Siham Tabik, Anabel Gómez-Ríos, J. L. Martín-Rodríguez, I. Sevillano-García, Manuel Rey-Area, David Charte, Emilio Guirado, Juan-Luis Suárez, Julián Luengo, M. A. Valero-González, P. García-Villanova, Eulalia Olmedo-Sánchez, Francisco Herrera
2020 J jnl
COVIDGR dataset and COVID-SDNet methodology for predicting COVID-19 based on Chest X-Ray images.
CoRR
Siham Tabik, Anabel Gómez-Ríos, J. L. Martín-Rodríguez, I. Sevillano-García, Manuel Rey-Area, David Charte, Emilio Guirado, Juan-Luis Suárez, Julián Luengo, M. A. Valero-González, P. García-Villanova, Eulalia Olmedo-Sánchez, Francisco Herrera
2020 J jnl
pyDML: A Python Library for Distance Metric Learning.
J. Mach. Learn. Res.
Juan-Luis Suárez, Salvador García, Francisco Herrera
2018 J jnl
A Tutorial on Distance Metric Learning: Mathematical Foundations, Algorithms and Software.
CoRR
Juan-Luis Suárez, Salvador García, Francisco Herrera
2017 J jnl
The preliminaries project: Geography, networks, and publication in the Spanish Golden Age.
Digit. Scholarsh. Humanit.
David Brown, Adriana Soto-Corominas, Juan-Luis Suárez
2016 — conf
Multivalent reuse of web data about temporary art exhibitions: the Exhibitium project.
DH
Nuria Rodríguez-Ortega, José Pino-Díaz, Juan-Luis Suárez, Rafael Bailón-Moreno
2016 — conf
Seeing Andalucia's Late Gothic heritage through GIS and Graphs.
DH
Patricia Ferreira Lopes, Francisco Pinto Puerto, Antonio Jiménez-Mavillard, Juan-Luis Suárez
2016 J jnl
The Life of Lazarillo de Tormes and of His Machine Learning Adversities.
CoRR
Javier de la Rosa Pérez, Juan-Luis Suárez
2015 — conf
Cultural Networks and the Future of Cultural Analytics.
Culture Computing
Juan-Luis Suárez, Ben McArthur, Adriana Soto-Corominas
2014 — conf
The Changing Canon of Beauty: Facial Attractiveness in the Representation of Human Faces in World Painting.
DH
Javier de la Rosa Pérez, Natalia Caldas, Nandita Dutta, Juan-Luis Suárez
2014 — conf
The Landscapes of Casta Paintings: Depictions of Social Anxieties in XVIII Century New Spanish Art.
DH
Natalia Caldas, Élika Ortega, Antonio Jiménez-Mavillard, David Brown, Juan-Luis Suárez
2013 — conf
Collaborative technologies for Knowledge Socialization: the case of elBulli.
DH
Antonio Jiménez-Mavillard, Juan-Luis Suárez
2013 — conf
Evolving Creativity: An Analysis of the Creative Method in elBulli Restaurant.
Culture and Computing
Juan-Luis Suárez, Fernando Sancho-Caparrini
2013 J jnl
Modeling Afro-Latin American Artistic Representations in Topic Maps: Cuba's Prominence in Latin American Discourse.
Digit. Humanit. Q.
Eduard A. Arriaga, Fernando Sancho-Caparrini, Juan-Luis Suárez
2013 — conf
Not Exactly Prima Facie: Understanding the Representation of the Human Through the Analysis of Faces in World Painting.
DH
Juan-Luis Suárez, Javier de la Rosa Pérez, Roberto Ulloa
2013 — conf
Preliminaries: The Social Networks of Literary Production in the Spanish Empire During the Administration of the Duke of Lerma (1598-1618).
DH
David Michael Brown, Juan-Luis Suárez
2013 C conf
SylvaDB: A Polyglot and Multi-backend Graph Database Management System.
DATA
Javier de la Rosa Pérez, Juan-Luis Suárez, Fernando Sancho-Caparrini
2013 J jnl
Towards a digital geography of Hispanic Baroque art.
Lit. Linguistic Comput.
Juan-Luis Suárez, Fernando Sancho-Caparrini, Elika Ortega, Javier de la Rosa Pérez, Natalia Caldas, David Brown
2012 — conf
A Digital Geography of Hispanic Baroque Art.
DH
Juan-Luis Suárez, Fernando Sancho-Caparrini
2012 J jnl
The Potosí principle: religious prosociality fosters self-organization of larger communities under extreme natural and economic conditions.
Lit. Linguistic Comput.
Juan-Luis Suárez, Shiddarta Vásquez, Fernando Sancho-Caparrini
2011 J jnl
A Virtual Laboratory for the Study of History and Cultural Dynamics.
J. Artif. Soc. Soc. Simul.
Juan-Luis Suárez, Fernando Sancho
2011 — conf
The Art-Space of a Global Community: The Network of Baroque Paintings in Hispanic-America.
Culture and Computing
Juan-Luis Suárez, Fernando Sancho-Caparrini, Javier de la Rosa Pérez