Juan-Luis Suárez

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 23

Top Topics

Mathematical Foundations

Constrained Clustering

Pair Wise Constraints

Metric Learning

Top Venues

Publications

Germán González-Almagro, Pablo Sánchez Bermejo, Juan-Luis Suárez, José Ramón Cano, Salvador García
Semi-supervised clustering with two types of background knowledge: Fusing pairwise constraints and monotonicity constraints. Inf. Fusion 102 (2024)
Juan-Luis Suárez, Germán González-Almagro, Salvador García, Francisco Herrera
Metric learning for monotonic classification: turning the space up to the limits of monotonicity. Appl. Intell. 54 (5) (2024)
Germán González-Almagro, Juan-Luis Suárez, Pablo Sánchez Bermejo, José Ramón Cano, Salvador García
Semi-supervised Clustering with Two Types of Background Knowledge: Fusing Pairwise Constraints and Monotonicity Constraints. CoRR (2023)
Germán González-Almagro, Juan-Luis Suárez, Julián Luengo, José Ramón Cano, Salvador García
3SHACC: Three stages hybrid agglomerative constrained clustering. Neurocomputing 490 (2022)
Ana Ruiz Segarra, Juan-Luis Suárez
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. 12 (1) (2022)
Antonio Jiménez-Mavillard, Juan-Luis Suárez
A computational approach for creativity assessment of culinary products: the case of elBulli. AI Soc. 37 (1) (2022)
Juan-Luis Suárez, Germán González-Almagro, Salvador García, Francisco Herrera
A Preliminary Approach for using Metric Learning in Monotonic Classification. IEA/AIE (2022)
Luis A. Miccio, Carlos Gámez-Pérez, Juan-Luis Suárez, Gustavo A. Schwartz
Mapping the Networked Context of Copernicus, Michelangelo, and della Mirandola in Wikipedia. Adv. Complex Syst. 25 (5&6) (2022)
Germán González-Almagro, Pablo Sánchez Bermejo, Juan-Luis Suárez, José Ramón Cano, Salvador García
Monotonic Constrained Clustering: A First Approach. IEA/AIE (2022)
Juan-Luis Suárez, Salvador García, Francisco Herrera
Ordinal Regression with Explainable Distance Metric Learning Based on Ordered Sequences: Extended Abstract. DSAA (2021)
Juan-Luis Suárez, Salvador García, Francisco Herrera
A tutorial on distance metric learning: Mathematical foundations, algorithms, experimental analysis, prospects and challenges. Neurocomputing 425 (2021)
Daniel Varona, Yadira Lizama-Mué, Juan-Luis Suárez
Machine learning's limitations in avoiding automation of bias. AI Soc. 36 (1) (2021)
Juan-Luis Suárez, Salvador García, Francisco Herrera
Distance Metric Learning with Prototype Selection for Imbalanced Classification. HAIS (2021)
Juan-Luis Suárez, Salvador García, Francisco Herrera
Ordinal regression with explainable distance metric learning based on ordered sequences. Mach. Learn. 110 (10) (2021)
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, E. Olmedo-Sánchez, Francisco Herrera
COVIDGR dataset and COVID-SDNet methodology for predicting COVID-19 based on Chest X-Ray images. CoRR (2020)
Juan-Luis Suárez, Salvador García, Francisco Herrera
pyDML: A Python Library for Distance Metric Learning. J. Mach. Learn. Res. 21 (2020)
Germán González-Almagro, Juan-Luis Suárez, Julián Luengo, José Ramón Cano, Salvador García
Agglomerative Constrained Clustering Through Similarity and Distance Recalculation. HAIS (2020)
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, E. Olmedo-Sánchez, Francisco Herrera
COVIDGR Dataset and COVID-SDNet Methodology for Predicting COVID-19 Based on Chest X-Ray Images. IEEE J. Biomed. Health Informatics 24 (12) (2020)
Juan-Luis Suárez, Salvador García, Francisco Herrera
A Tutorial on Distance Metric Learning: Mathematical Foundations, Algorithms and Software. CoRR (2018)
David Brown, Adriana Soto-Corominas, Juan-Luis Suárez
The preliminaries project: Geography, networks, and publication in the Spanish Golden Age. Digit. Scholarsh. Humanit. 32 (4) (2017)
Javier de la Rosa Pérez, Juan-Luis Suárez
The Life of Lazarillo de Tormes and of His Machine Learning Adversities. CoRR (2016)
Patricia Ferreira Lopes, Francisco Pinto Puerto, Antonio Jiménez-Mavillard, Juan-Luis Suárez
Seeing Andalucia's Late Gothic heritage through GIS and Graphs. DH (2016)
Nuria Rodríguez-Ortega, José Pino-Díaz, Juan-Luis Suárez, Rafael Bailón-Moreno
Multivalent reuse of web data about temporary art exhibitions: the Exhibitium project. DH (2016)
Juan-Luis Suárez, Ben McArthur, Adriana Soto-Corominas
Cultural Networks and the Future of Cultural Analytics. Culture Computing (2015)
Natalia Caldas, Élika Ortega, Antonio Jiménez-Mavillard, David Brown, Juan-Luis Suárez
The Landscapes of Casta Paintings: Depictions of Social Anxieties in XVIII Century New Spanish Art. DH (2014)
Javier de la Rosa Pérez, Natalia Caldas, Nandita Dutta, Juan-Luis Suárez
The Changing Canon of Beauty: Facial Attractiveness in the Representation of Human Faces in World Painting. DH (2014)
Javier de la Rosa Pérez, Juan-Luis Suárez, Fernando Sancho-Caparrini
SylvaDB: A Polyglot and Multi-backend Graph Database Management System. DATA (2013)
Juan-Luis Suárez, Javier de la Rosa Pérez, Roberto Ulloa
Not Exactly Prima Facie: Understanding the Representation of the Human Through the Analysis of Faces in World Painting. DH (2013)
Juan-Luis Suárez, Fernando Sancho-Caparrini
Evolving Creativity: An Analysis of the Creative Method in elBulli Restaurant. Culture and Computing (2013)
David Michael Brown, Juan-Luis Suárez
Preliminaries: The Social Networks of Literary Production in the Spanish Empire During the Administration of the Duke of Lerma (1598-1618). DH (2013)
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) (2013)
Antonio Jiménez-Mavillard, Juan-Luis Suárez
Collaborative technologies for Knowledge Socialization: the case of elBulli. DH (2013)
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)
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) (2012)
Juan-Luis Suárez, Fernando Sancho-Caparrini
A Digital Geography of Hispanic Baroque Art. DH (2012)
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)
Juan-Luis Suárez, Fernando Sancho
A Virtual Laboratory for the Study of History and Cultural Dynamics. J. Artif. Soc. Soc. Simul. 14 (4) (2011)