Yudivián Almeida-Cruz

According to our database, Yudivián Almeida-Cruz authored at least 21 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Balancing Efficiency and Performance in NLP: A Cross-Comparison of Shallow Machine Learning and Large Language Models via AutoML.

Ernesto Luis Estevanell-Valladares, Yoan Gutiérrez, Andrés Montoyo-Guijarro, Rafael Muñoz Guillena, Yudivián Almeida-Cruz

Proces. del Leng. Natural, 2024

Automatic annotation of protected attributes to support fairness optimization.

Juan Pablo Consuegra-Ayala, Yoan Gutiérrez, Yudivián Almeida-Cruz, Manuel Palomar

Inf. Sci., 2024

Improving trajectory classification through Kramers-Moyal coefficients.

Gustavo Viera-López, Jorge J. Morgado-Vega, Alfredo Reyes, Ernesto Altshuler, Yudivián Almeida-Cruz, Giorgio Manganini

AI Open, 2024

2023

pactus: A Python framework for trajectory classification.

Gustavo Viera-López, Jorge J. Morgado-Vega, Alfredo Reyes, Ernesto Altshuler, Yudivián Almeida-Cruz, Giorgio Manganini

J. Open Source Softw., October, 2023

2022

Intelligent ensembling of auto-ML system outputs for solving classification problems.

Juan Pablo Consuegra-Ayala, Yoan Gutiérrez, Yudivián Almeida-Cruz, Manuel Palomar

Inf. Sci., 2022

2021

Overview of the eHealth Knowledge Discovery Challenge at IberLEF 2021.

Alejandro Piad-Morfis, Suilan Estevez-Velarde, Yoan Gutiérrez, Yudivián Almeida-Cruz, Andrés Montoyo, Rafael Muñoz

Proces. del Leng. Natural, 2021

Automatic extension of corpora from the intelligent ensembling of eHealth knowledge discovery systems outputs.

Juan Pablo Consuegra-Ayala, Yoan Gutiérrez, Alejandro Piad-Morffis, Yudivián Almeida-Cruz, Manuel Palomar

J. Biomed. Informatics, 2021

General-purpose hierarchical optimisation of machine learning pipelines with grammatical evolution.

Suilan Estevez-Velarde, Yoan Gutiérrez, Yudivián Almeida-Cruz, Andrés Montoyo

Inf. Sci., 2021

Active Learning for Assisted Corpus Construction: A Case Study in Knowledge Discovery from Biomedical Text.

Hian Cañizares-Diaz, Alejandro Piad-Morffis, Suilan Estevez-Velarde, Yoan Gutiérrez, Yudivián Almeida-Cruz, Andrés Montoyo, Rafael Muñoz Guillena

Proceedings of the International Conference on Recent Advances in Natural Language Processing (RANLP 2021), 2021

2020

A computational ecosystem to support eHealth Knowledge Discovery technologies in Spanish.

Alejandro Piad-Morffis, Yoan Gutiérrez, Yudivián Almeida-Cruz, Rafael Muñoz

J. Biomed. Informatics, 2020

Overview eHealth-KD 2020.

Alejandro Piad-Morffis, Yoan Gutiérrez, Hian Cañizares-Diaz, Suilan Estevez-Velarde, Rafael Muñoz, Andrés Montoyo, Yudivián Almeida-Cruz

Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2020) co-located with 36th Conference of the Spanish Society for Natural Language Processing (SEPLN 2020), 2020

Knowledge Discovery in COVID-19 Research Literature.

Alejandro Piad-Morffis, Suilan Estevez-Velarde, Ernesto Luis Estevanell-Valladares, Yoan Gutiérrez, Andrés Montoyo, Rafael Muñoz, Yudivián Almeida-Cruz

Proceedings of the 1st Workshop on NLP for COVID-19@ EMNLP 2020, Online, December 2020, 2020

Demo Application for the AutoGOAL Framework.

Suilan Estevez-Velarde, Alejandro Piad-Morffis, Yoan Gutiérrez, Andrés Montoyo, Rafael Muñoz Guillena, Yudivián Almeida-Cruz

Proceedings of the 28th International Conference on Computational Linguistics, 2020

Automatic Discovery of Heterogeneous Machine Learning Pipelines: An Application to Natural Language Processing.

Suilan Estevez-Velarde, Yoan Gutiérrez, Andrés Montoyo, Yudivián Almeida-Cruz

Proceedings of the 28th International Conference on Computational Linguistics, 2020

2019

Analysis of eHealth knowledge discovery systems in the TASS 2018 workshop.

Alejandro Piad-Morffis, Yoan Gutiérrez, Suilan Estévez-Velarde, Yudivián Almeida-Cruz, Andrés Montoyo, Rafael Muñoz

Proces. del Leng. Natural, 2019

Overview of the eHealth Knowledge Discovery Challenge at IberLEF 2019.

Alejandro Piad-Morffis, Yoan Gutiérrez, Juan Pablo Consuegra-Ayala, Suilan Estevez-Velarde, Yudivián Almeida-Cruz, Rafael Muñoz, Andrés Montoyo

Proceedings of the Iberian Languages Evaluation Forum co-located with 35th Conference of the Spanish Society for Natural Language Processing, 2019

A Neural Network Component for Knowledge-Based Semantic Representations of Text.

Alejandro Piad-Morffis, Rafael Muñoz, Yoan Gutiérrez, Yudivián Almeida-Cruz, Suilan Estevez-Velarde, Andrés Montoyo

Proceedings of the International Conference on Recent Advances in Natural Language Processing, 2019

Demo Application for LETO: Learning Engine Through Ontologies.

Suilan Estevez-Velarde, Andrés Montoyo, Yudivián Almeida-Cruz, Yoan Gutiérrez, Alejandro Piad-Morffis, Rafael Muñoz

Proceedings of the International Conference on Recent Advances in Natural Language Processing, 2019

Optimizing Natural Language Processing Pipelines: Opinion Mining Case Study.

Suilan Estevez-Velarde, Yoan Gutiérrez, Andrés Montoyo, Yudivián Almeida-Cruz

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2019

AutoML Strategy Based on Grammatical Evolution: A Case Study about Knowledge Discovery from Text.

Suilan Estevez-Velarde, Yoan Gutiérrez, Andrés Montoyo, Yudivián Almeida-Cruz

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018

Overview of TASS 2018: Opinions, Health and Emotions.

Eugenio Martínez Cámara, Yudivián Almeida-Cruz, Manuel Carlos Díaz-Galiano, Suilan Estévez-Velarde, Miguel Ángel García Cumbreras, Manuel García Vega, Yoan Gutiérrez, Arturo Montejo-Ráez, Andrés Montoyo, Rafael Muñoz, Alejandro Piad-Morffis, Julio Villena-Román

Proceedings of TASS 2018: Workshop on Semantic Analysis at SEPLN, 2018