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ORCIDYudivián Almeida-Cruz
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2020 – today
- 2024
[j10]Gustavo Viera-López
, Jorge J. Morgado-Vega, Alfredo Reyes, Ernesto Altshuler, Yudivián Almeida-Cruz, Giorgio Manganini:
Improving trajectory classification through Kramers-Moyal coefficients. AI Open 5: 87-93 (2024)- [j9]Juan Pablo Consuegra-Ayala, Yoan Gutiérrez, Yudivián Almeida-Cruz, Manuel Palomar:
Automatic annotation of protected attributes to support fairness optimization. Inf. Sci. 663: 120188 (2024) - [j8]Ernesto Luis Estevanell-Valladares, Yoan Gutiérrez, Andrés Montoyo-Guijarro, Rafael Muñoz Guillena, Yudivián Almeida-Cruz:
Balancing Efficiency and Performance in NLP: A Cross-Comparison of Shallow Machine Learning and Large Language Models via AutoML. Proces. del Leng. Natural 73: 221-233 (2024) - 2023
- [j7]Gustavo Viera-López, Jorge J. Morgado-Vega, Alfredo Reyes, Ernesto Altshuler, Yudivián Almeida-Cruz, Giorgio Manganini:
pactus: A Python framework for trajectory classification. J. Open Source Softw. 8(90): 5738 (2023) - 2022
- [j6]Juan Pablo Consuegra-Ayala, Yoan Gutiérrez, Yudivián Almeida-Cruz, Manuel Palomar:
Intelligent ensembling of auto-ML system outputs for solving classification problems. Inf. Sci. 609: 766-780 (2022) - 2021
- [j5]Suilan Estevez-Velarde, Yoan Gutiérrez, Yudivián Almeida-Cruz, Andrés Montoyo:
General-purpose hierarchical optimisation of machine learning pipelines with grammatical evolution. Inf. Sci. 543: 58-71 (2021) - [j4]Juan Pablo Consuegra-Ayala, Yoan Gutiérrez, Alejandro Piad-Morffis, Yudivián Almeida-Cruz, Manuel Palomar:
Automatic extension of corpora from the intelligent ensembling of eHealth knowledge discovery systems outputs. J. Biomed. Informatics 116: 103716 (2021) - [j3]Alejandro Piad-Morfis, Suilan Estevez-Velarde, Yoan Gutiérrez, Yudivián Almeida-Cruz, Andrés Montoyo, Rafael Muñoz:
Overview of the eHealth Knowledge Discovery Challenge at IberLEF 2021. Proces. del Leng. Natural 67: 233-242 (2021) - [c12]Hian Cañizares-Diaz, Alejandro Piad-Morffis, Suilan Estevez-Velarde, Yoan Gutiérrez, Yudivián Almeida-Cruz, Andrés Montoyo, Rafael Muñoz Guillena:
Active Learning for Assisted Corpus Construction: A Case Study in Knowledge Discovery from Biomedical Text. RANLP 2021: 216-225 - [c11]Ernesto Luis Estevanell-Valladares, Suilan Estevez-Velarde, Alejandro Piad-Morffis, Yoan Gutiérrez, Andrés Montoyo, Rafael Muñoz, Yudivián Almeida-Cruz:
Knowledge Discovery in COVID-19 Research Literature. RANLP 2021: 402-410 - 2020
- [j2]Alejandro Piad-Morffis, Yoan Gutiérrez, Yudivián Almeida-Cruz, Rafael Muñoz:
A computational ecosystem to support eHealth Knowledge Discovery technologies in Spanish. J. Biomed. Informatics 109: 103517 (2020) - [c10]Suilan Estevez-Velarde, Alejandro Piad-Morffis, Yoan Gutiérrez, Andrés Montoyo, Rafael Muñoz Guillena, Yudivián Almeida-Cruz:
Demo Application for the AutoGOAL Framework. COLING (Demonstrations) 2020: 18-22 - [c9]Suilan Estevez-Velarde, Yoan Gutiérrez, Andrés Montoyo, Yudivián Almeida-Cruz:
Automatic Discovery of Heterogeneous Machine Learning Pipelines: An Application to Natural Language Processing. COLING 2020: 3558-3568 - [c8]Alejandro Piad-Morffis, Suilan Estevez-Velarde, Ernesto Luis Estevanell-Valladares, Yoan Gutiérrez, Andrés Montoyo, Rafael Muñoz, Yudivián Almeida-Cruz:
Knowledge Discovery in COVID-19 Research Literature. NLP4COVID@EMNLP 2020 - [c7]Alejandro Piad-Morffis, Yoan Gutiérrez, Hian Cañizares-Diaz, Suilan Estevez-Velarde, Rafael Muñoz, Andrés Montoyo, Yudivián Almeida-Cruz:
Overview eHealth-KD 2020. IberLEF@SEPLN 2020: 71-84
2010 – 2019
- 2019
- [j1]Alejandro Piad-Morffis, Yoan Gutiérrez, Suilan Estévez-Velarde, Yudivián Almeida-Cruz, Andrés Montoyo, Rafael Muñoz:
Analysis of eHealth knowledge discovery systems in the TASS 2018 workshop. Proces. del Leng. Natural 62: 13-20 (2019) - [c6]Suilan Estevez-Velarde, Yoan Gutiérrez, Andrés Montoyo, Yudivián Almeida-Cruz:
AutoML Strategy Based on Grammatical Evolution: A Case Study about Knowledge Discovery from Text. ACL (1) 2019: 4356-4365 - [c5]Suilan Estevez-Velarde, Yoan Gutiérrez, Andrés Montoyo, Yudivián Almeida-Cruz:
Optimizing Natural Language Processing Pipelines: Opinion Mining Case Study. CIARP 2019: 163-173 - [c4]Suilan Estevez-Velarde, Andrés Montoyo, Yudivián Almeida-Cruz, Yoan Gutiérrez, Alejandro Piad-Morffis, Rafael Muñoz:
Demo Application for LETO: Learning Engine Through Ontologies. RANLP 2019: 276-284 - [c3]Alejandro Piad-Morffis, Rafael Muñoz, Yoan Gutiérrez, Yudivián Almeida-Cruz, Suilan Estevez-Velarde, Andrés Montoyo:
A Neural Network Component for Knowledge-Based Semantic Representations of Text. RANLP 2019: 904-911 - [c2]Alejandro Piad-Morffis, Yoan Gutiérrez, Juan Pablo Consuegra-Ayala, Suilan Estevez-Velarde, Yudivián Almeida-Cruz, Rafael Muñoz, Andrés Montoyo:
Overview of the eHealth Knowledge Discovery Challenge at IberLEF 2019. IberLEF@SEPLN 2019: 1-16 - 2018
- [c1]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:
Overview of TASS 2018: Opinions, Health and Emotions. TASS@SEPLN 2018: 13-27 - [e1]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, TASS@SEPLN 2018, co-located with 34nd SEPLN Conference (SEPLN 2018), Sevilla, Spain, September 18th, 2018. CEUR Workshop Proceedings 2172, CEUR-WS.org 2018 [contents]
Coauthor Index
aka: Suilan Estevez-Velarde
aka: Andrés Montoyo-Guijarro
aka: Rafael Muñoz Guillena
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