Juan-Luis Suárez

Orcid: 0000-0001-8587-4345

According to our database1, Juan-Luis Suárez authored at least 35 papers between 2011 and 2024.

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

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Metric learning for monotonic classification: turning the space up to the limits of monotonicity.
Appl. Intell., March, 2024

Semi-supervised clustering with two types of background knowledge: Fusing pairwise constraints and monotonicity constraints.
Inf. Fusion, February, 2024

2022
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., 2022

3SHACC: Three stages hybrid agglomerative constrained clustering.
Neurocomputing, 2022

A computational approach for creativity assessment of culinary products: the case of elBulli.
AI Soc., 2022

Mapping the Networked Context of Copernicus, Michelangelo, and della Mirandola in Wikipedia.
Adv. Complex Syst., 2022

A Preliminary Approach for using Metric Learning in Monotonic Classification.
Proceedings of the Advances and Trends in Artificial Intelligence. Theory and Practices in Artificial Intelligence, 2022

Monotonic Constrained Clustering: A First Approach.
Proceedings of the Advances and Trends in Artificial Intelligence. Theory and Practices in Artificial Intelligence, 2022

2021
Ordinal regression with explainable distance metric learning based on ordered sequences.
Mach. Learn., 2021

A tutorial on distance metric learning: Mathematical foundations, algorithms, experimental analysis, prospects and challenges.
Neurocomputing, 2021

Machine learning's limitations in avoiding automation of bias.
AI Soc., 2021

Distance Metric Learning with Prototype Selection for Imbalanced Classification.
Proceedings of the Hybrid Artificial Intelligent Systems - 16th International Conference, 2021

Ordinal Regression with Explainable Distance Metric Learning Based on Ordered Sequences: Extended Abstract.
Proceedings of the 8th IEEE International Conference on Data Science and Advanced Analytics, 2021

2020
COVIDGR Dataset and COVID-SDNet Methodology for Predicting COVID-19 Based on Chest X-Ray Images.
IEEE J. Biomed. Health Informatics, 2020

pyDML: A Python Library for Distance Metric Learning.
J. Mach. Learn. Res., 2020

Agglomerative Constrained Clustering Through Similarity and Distance Recalculation.
Proceedings of the Hybrid Artificial Intelligent Systems - 15th International Conference, 2020

2018
A Tutorial on Distance Metric Learning: Mathematical Foundations, Algorithms and Software.
CoRR, 2018

2017
The preliminaries project: Geography, networks, and publication in the Spanish Golden Age.
Digit. Scholarsh. Humanit., 2017

2016
The Life of Lazarillo de Tormes and of His Machine Learning Adversities.
CoRR, 2016

Multivalent reuse of web data about temporary art exhibitions: the Exhibitium project.
Proceedings of the 11th Annual International Conference of the Alliance of Digital Humanities Organizations, 2016

Seeing Andalucia's Late Gothic heritage through GIS and Graphs.
Proceedings of the 11th Annual International Conference of the Alliance of Digital Humanities Organizations, 2016

2015
Cultural Networks and the Future of Cultural Analytics.
Proceedings of the 2015 International Conference on Culture and Computing, 2015

2014
The Changing Canon of Beauty: Facial Attractiveness in the Representation of Human Faces in World Painting.
Proceedings of the 9th Annual International Conference of the Alliance of Digital Humanities Organizations, 2014

The Landscapes of Casta Paintings: Depictions of Social Anxieties in XVIII Century New Spanish Art.
Proceedings of the 9th Annual International Conference of the Alliance of Digital Humanities Organizations, 2014

2013
Towards a digital geography of Hispanic Baroque art.
Lit. Linguistic Comput., 2013

Modeling Afro-Latin American Artistic Representations in Topic Maps: Cuba's Prominence in Latin American Discourse.
Digit. Humanit. Q., 2013

Not Exactly Prima Facie: Understanding the Representation of the Human Through the Analysis of Faces in World Painting.
Proceedings of the 8th Annual International Conference of the Alliance of Digital Humanities Organizations, 2013

Collaborative technologies for Knowledge Socialization: the case of elBulli.
Proceedings of the 8th Annual International Conference of the Alliance of Digital Humanities Organizations, 2013

Preliminaries: The Social Networks of Literary Production in the Spanish Empire During the Administration of the Duke of Lerma (1598-1618).
Proceedings of the 8th Annual International Conference of the Alliance of Digital Humanities Organizations, 2013

SylvaDB: A Polyglot and Multi-backend Graph Database Management System.
Proceedings of the DATA 2013 - Proceedings of the 2nd International Conference on Data Technologies and Applications, Reykjavík, Iceland, 29, 2013

Evolving Creativity: An Analysis of the Creative Method in elBulli Restaurant.
Proceedings of the 2013 International Conference on Culture and Computing, 2013

2012
The Potosí principle: religious prosociality fosters self-organization of larger communities under extreme natural and economic conditions.
Lit. Linguistic Comput., 2012

A Digital Geography of Hispanic Baroque Art.
Proceedings of the 7th Annual International Conference of the Alliance of Digital Humanities Organizations, 2012

2011
A Virtual Laboratory for the Study of History and Cultural Dynamics.
J. Artif. Soc. Soc. Simul., 2011

The Art-Space of a Global Community: The Network of Baroque Paintings in Hispanic-America.
Proceedings of the 2011 Second International Conference on Culture and Computing, 2011


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