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ORCIDJuan-Luis Suárez
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2020 – today
- 2024
[j16]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): 4443-4466 (2024)- [j15]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: 102064 (2024) - 2023
- [i4]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 abs/2302.14060 (2023) - 2022
- [j14]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): 2240010:1-2240010:20 (2022) - [j13]Antonio Jiménez-Mavillard, Juan-Luis Suárez:
A computational approach for creativity assessment of culinary products: the case of elBulli. AI Soc. 37(1): 331-353 (2022) - [j12]Germán González-Almagro, Juan-Luis Suárez, Julián Luengo, José Ramón Cano, Salvador García:
3SHACC: Three stages hybrid agglomerative constrained clustering. Neurocomputing 490: 441-461 (2022) - [j11]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): 1 (2022) - [c17]Germán González-Almagro, Pablo Sánchez Bermejo, Juan-Luis Suárez, José Ramón Cano, Salvador García:
Monotonic Constrained Clustering: A First Approach. IEA/AIE 2022: 725-736 - [c16]Juan-Luis Suárez, Germán González-Almagro, Salvador García, Francisco Herrera:
A Preliminary Approach for using Metric Learning in Monotonic Classification. IEA/AIE 2022: 773-784 - 2021
- [j10]Daniel Varona, Yadira Lizama-Mué, Juan-Luis Suárez:
Machine learning's limitations in avoiding automation of bias. AI Soc. 36(1): 197-203 (2021) - [j9]Juan-Luis Suárez, Salvador García, Francisco Herrera:
A tutorial on distance metric learning: Mathematical foundations, algorithms, experimental analysis, prospects and challenges. Neurocomputing 425: 300-322 (2021) - [j8]Juan-Luis Suárez, Salvador García, Francisco Herrera:
Ordinal regression with explainable distance metric learning based on ordered sequences. Mach. Learn. 110(10): 2729-2762 (2021) - [c15]Juan-Luis Suárez, Salvador García, Francisco Herrera:
Ordinal Regression with Explainable Distance Metric Learning Based on Ordered Sequences: Extended Abstract. DSAA 2021: 1-2 - [c14]Juan-Luis Suárez, Salvador García, Francisco Herrera:
Distance Metric Learning with Prototype Selection for Imbalanced Classification. HAIS 2021: 391-402 - 2020
- [j7]Juan-Luis Suárez, Salvador García, Francisco Herrera:
pyDML: A Python Library for Distance Metric Learning. J. Mach. Learn. Res. 21: 96:1-96:7 (2020) - [j6]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:
COVIDGR Dataset and COVID-SDNet Methodology for Predicting COVID-19 Based on Chest X-Ray Images. IEEE J. Biomed. Health Informatics 24(12): 3595-3605 (2020) - [c13]Germán González-Almagro, Juan-Luis Suárez, Julián Luengo, José Ramón Cano, Salvador García:
Agglomerative Constrained Clustering Through Similarity and Distance Recalculation. HAIS 2020: 424-436 - [i3]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:
COVIDGR dataset and COVID-SDNet methodology for predicting COVID-19 based on Chest X-Ray images. CoRR abs/2006.01409 (2020)
2010 – 2019
- 2018
- [i2]Juan-Luis Suárez, Salvador García, Francisco Herrera:
A Tutorial on Distance Metric Learning: Mathematical Foundations, Algorithms and Software. CoRR abs/1812.05944 (2018) - 2017
- [j5]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): 709-732 (2017) - 2016
- [c12]Patricia Ferreira Lopes, Francisco Pinto Puerto, Antonio Jiménez-Mavillard, Juan-Luis Suárez:
Seeing Andalucia's Late Gothic heritage through GIS and Graphs. DH 2016: 501-504 - [c11]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: 877-879 - [i1]Javier de la Rosa Pérez, Juan-Luis Suárez:
The Life of Lazarillo de Tormes and of His Machine Learning Adversities. CoRR abs/1611.05360 (2016) - 2015
- [c10]Juan-Luis Suárez, Ben McArthur, Adriana Soto-Corominas:
Cultural Networks and the Future of Cultural Analytics. Culture Computing 2015: 95-98 - 2014
- [c9]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 - [c8]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 - 2013
- [j4]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) - [j3]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): 718-735 (2013) - [c7]Juan-Luis Suárez, Fernando Sancho-Caparrini:
Evolving Creativity: An Analysis of the Creative Method in elBulli Restaurant. Culture and Computing 2013: 98-103 - [c6]Javier de la Rosa Pérez, Juan-Luis Suárez, Fernando Sancho-Caparrini:
SylvaDB: A Polyglot and Multi-backend Graph Database Management System. DATA 2013: 285-292 - [c5]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: 122-124 - [c4]Antonio Jiménez-Mavillard, Juan-Luis Suárez:
Collaborative technologies for Knowledge Socialization: the case of elBulli. DH 2013: 241-244 - [c3]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: 534-535 - 2012
- [j2]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): 25-38 (2012) - [c2]Juan-Luis Suárez, Fernando Sancho-Caparrini:
A Digital Geography of Hispanic Baroque Art. DH 2012: 385-387 - 2011
- [j1]Juan-Luis Suárez, Fernando Sancho:
A Virtual Laboratory for the Study of History and Cultural Dynamics. J. Artif. Soc. Soc. Simul. 14(4) (2011) - [c1]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: 45-50
Coauthor Index
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