Yudivián Almeida-Cruz

25 papers B 1C 1Misc 4Journal 11Unranked 7
YearRankTypeTitle / Venue / Authors
2025 J jnl
Bias mitigation for fair automation of classification tasks.
Expert Syst. J. Knowl. Eng.
Juan Pablo Consuegra-Ayala, Yoan Gutiérrez, Yudivián Almeida-Cruz, Manuel Palomar
2025 — conf
Continual Pretraining of a Small Language Model on Cuban Spanish Corpora.
IWAIPR
Ernesto Luis Estevanell-Valladares, Suilan Estevez-Velarde, Alejandro Piad-Morffis, Yudivián Almeida-Cruz, Alejandro Beltrán Varela, Carla Sunami Pérez Valera, Daniel Alejandro Valdés Pérez, Deborah Famadas Rodríguez, Elena Rodríguez Horta, Gabriel Hernández Rodríguez, Niley González Ferrales, Roberto Garcia Rodriguez, Roberto Marti Cedeño, Juan Pablo Consuegra-Ayala, Robiert Sepúlveda-Torres, Yoan Gutiérrez, Andrés Montoyo, Rafael Muñoz Guillena, Manuel Palomar
2024 J jnl
Automatic annotation of protected attributes to support fairness optimization.
Inf. Sci.
Juan Pablo Consuegra-Ayala, Yoan Gutiérrez, Yudivián Almeida-Cruz, Manuel Palomar
2024 J jnl
Balancing Efficiency and Performance in NLP: A Cross-Comparison of Shallow Machine Learning and Large Language Models via AutoML.
Proces. del Leng. Natural
Ernesto Luis Estevanell-Valladares, Yoan Gutiérrez, Andrés Montoyo-Guijarro, Rafael Muñoz Guillena, Yudivián Almeida-Cruz
2024 J jnl
Improving trajectory classification through Kramers-Moyal coefficients.
AI Open
Gustavo Viera-López, Jorge J. Morgado-Vega, Alfredo Reyes, Ernesto Altshuler, Yudivián Almeida-Cruz, Giorgio Manganini
2023 J jnl
pactus: A Python framework for trajectory classification.
J. Open Source Softw.
Gustavo Viera-López, Jorge J. Morgado-Vega, Alfredo Reyes, Ernesto Altshuler, Yudivián Almeida-Cruz, Giorgio Manganini
2022 J jnl
Intelligent ensembling of auto-ML system outputs for solving classification problems.
Inf. Sci.
Juan Pablo Consuegra-Ayala, Yoan Gutiérrez, Yudivián Almeida-Cruz, Manuel Palomar
2021 Misc conf
Active Learning for Assisted Corpus Construction: A Case Study in Knowledge Discovery from Biomedical Text.
RANLP
Hian Cañizares-Diaz, Alejandro Piad-Morffis, Suilan Estevez-Velarde, Yoan Gutiérrez, Yudivián Almeida-Cruz, Andrés Montoyo, Rafael Muñoz Guillena
2021 J jnl
Automatic extension of corpora from the intelligent ensembling of eHealth knowledge discovery systems outputs.
J. Biomed. Informatics
Juan Pablo Consuegra-Ayala, Yoan Gutiérrez, Alejandro Piad-Morffis, Yudivián Almeida-Cruz, Manuel Palomar
2021 J jnl
General-purpose hierarchical optimisation of machine learning pipelines with grammatical evolution.
Inf. Sci.
Suilan Estevez-Velarde, Yoan Gutiérrez, Yudivián Almeida-Cruz, Andrés Montoyo
2021 Misc conf
Knowledge Discovery in COVID-19 Research Literature.
RANLP
Ernesto Luis Estevanell-Valladares, Suilan Estevez-Velarde, Alejandro Piad-Morffis, Yoan Gutiérrez, Andrés Montoyo, Rafael Muñoz, Yudivián Almeida-Cruz
2021 J jnl
Overview of the eHealth Knowledge Discovery Challenge at IberLEF 2021.
Proces. del Leng. Natural
Alejandro Piad-Morfis, Suilan Estevez-Velarde, Yoan Gutiérrez, Yudivián Almeida-Cruz, Andrés Montoyo, Rafael Muñoz
2020 J jnl
A computational ecosystem to support eHealth Knowledge Discovery technologies in Spanish.
J. Biomed. Informatics
Alejandro Piad-Morffis, Yoan Gutiérrez, Yudivián Almeida-Cruz, Rafael Muñoz
2020 B conf
Automatic Discovery of Heterogeneous Machine Learning Pipelines: An Application to Natural Language Processing.
COLING
Suilan Estevez-Velarde, Yoan Gutiérrez, Andrés Montoyo, Yudivián Almeida-Cruz
2020 — conf
Demo Application for the AutoGOAL Framework.
COLING (Demonstrations)
Suilan Estevez-Velarde, Alejandro Piad-Morffis, Yoan Gutiérrez, Andrés Montoyo, Rafael Muñoz Guillena, Yudivián Almeida-Cruz
2020 — conf
Knowledge Discovery in COVID-19 Research Literature.
NLP4COVID@EMNLP
Alejandro Piad-Morffis, Suilan Estevez-Velarde, Ernesto Luis Estevanell-Valladares, Yoan Gutiérrez, Andrés Montoyo, Rafael Muñoz, Yudivián Almeida-Cruz
2020 — conf
Overview eHealth-KD 2020.
IberLEF@SEPLN
Alejandro Piad-Morffis, Yoan Gutiérrez, Hian Cañizares-Diaz, Suilan Estevez-Velarde, Rafael Muñoz, Andrés Montoyo, Yudivián Almeida-Cruz
2019 Misc conf
A Neural Network Component for Knowledge-Based Semantic Representations of Text.
RANLP
Alejandro Piad-Morffis, Rafael Muñoz, Yoan Gutiérrez, Yudivián Almeida-Cruz, Suilan Estevez-Velarde, Andrés Montoyo
2019 J jnl
Analysis of eHealth knowledge discovery systems in the TASS 2018 workshop.
Proces. del Leng. Natural
Alejandro Piad-Morffis, Yoan Gutiérrez, Suilan Estévez-Velarde, Yudivián Almeida-Cruz, Andrés Montoyo, Rafael Muñoz
2019 — conf
AutoML Strategy Based on Grammatical Evolution: A Case Study about Knowledge Discovery from Text.
ACL (1)
Suilan Estevez-Velarde, Yoan Gutiérrez, Andrés Montoyo, Yudivián Almeida-Cruz
2019 Misc conf
Demo Application for LETO: Learning Engine Through Ontologies.
RANLP
Suilan Estevez-Velarde, Andrés Montoyo, Yudivián Almeida-Cruz, Yoan Gutiérrez, Alejandro Piad-Morffis, Rafael Muñoz
2019 C conf
Optimizing Natural Language Processing Pipelines: Opinion Mining Case Study.
CIARP
Suilan Estevez-Velarde, Yoan Gutiérrez, Andrés Montoyo, Yudivián Almeida-Cruz
2019 — conf
Overview of the eHealth Knowledge Discovery Challenge at IberLEF 2019.
IberLEF@SEPLN
Alejandro Piad-Morffis, Yoan Gutiérrez, Juan Pablo Consuegra-Ayala, Suilan Estevez-Velarde, Yudivián Almeida-Cruz, Rafael Muñoz, Andrés Montoyo
2018 — conf
Overview of TASS 2018: Opinions, Health and Emotions.
TASS@SEPLN
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
2018 — ed.
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.
TASS@SEPLN
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