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ORCIDAndrés Montoyo
- > Home > Persons > Andrés Montoyo
Publications
- 2024
[j43]Yoan Gutiérrez, José Ignacio Abreu Salas
, Andrés Montoyo, Rafael Muñoz, Suilan Estévez-Velarde:
KD SENSO-MERGER: An architecture for semantic integration of heterogeneous data. Eng. Appl. Artif. Intell. 132: 107854 (2024)- [j39]Fabio Yáñez-Romero, Andrés Montoyo, Rafael Muñoz, Yoan Gutiérrez, Armando Suárez:
OntoLM: Integrating Knowledge Bases and Language Models for classification in the medical domain. Proces. del Leng. Natural 72: 137-148 (2024) - [j38]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) - [c112]Andrés Montoyo, Rafael Muñoz, Yoan Gutiérrez:
Geo.IA: Artificial Geo-Intelligence Platform to Solve Citizens Problems and Facilitate Strategic Decision Making in the Public Administration. SEPLN (Projects and Demonstrations) 2024: 1-5 - 2023
- [c111]Fabio Yanez, Andrés Montoyo, Yoan Gutiérrez, Rafael Muñoz, Armando Suárez:
A Review in Knowledge Extraction from Knowledge Bases. RANLP 2023: 109-116 - [c110]Santiago Galiano, Rafael Muñoz, Yoan Gutiérrez, Andrés Montoyo, José Ignacio Abreu, Luis Alfonso Ureña López:
T2KG: Transforming Multimodal Document to Knowledge Graph. RANLP 2023: 385-391 - [c109]Rafael Muñoz, Yoan Gutiérrez, Andrés Montoyo:
T2Know: An Advance Scientific-Tecnical Text Analysis Platform for Trend and Knowledge Extraction Using NLP Techniques. SEPLN (Projects and Demonstrations) 2023: 16-20 - 2021
- [j37]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) - [j36]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) - [c108]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 - [c107]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
- [c106]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 - [c105]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 - [c104]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 - [c103]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 - 2019
- [j35]Miguel Lloret-Climent, Andrés Montoyo, Yoan Gutiérrez, Rafael Muñoz Guillena, Kristian Alonso-Stenberg:
A systemic and cybernetic perspective on causality, big data and social networks in tourism. Kybernetes 48(2): 287-297 (2019) - [j34]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) - [j33]Isabel Moreno, Yoan Gutiérrez, Andrés Montoyo:
Atención automatizada a estudiantes en el proceso de matriculación en la Universidad de Alicante. Proces. del Leng. Natural 63: 197-200 (2019) - [c102]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 - [c101]Suilan Estevez-Velarde, Yoan Gutiérrez, Andrés Montoyo, Yudivián Almeida-Cruz:
Optimizing Natural Language Processing Pipelines: Opinion Mining Case Study. CIARP 2019: 163-173 - [c100]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 - [c99]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 - [c98]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
- [c97]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 - [e9]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] - 2017
- [j32]Yoan Gutiérrez, Sonia Vázquez, Andrés Montoyo:
Spreading semantic information by Word Sense Disambiguation. Knowl. Based Syst. 132: 47-61 (2017) - 2016
- [j30]Yoan Gutiérrez, Sonia Vázquez, Andrés Montoyo:
A semantic framework for textual data enrichment. Expert Syst. Appl. 57: 248-269 (2016) - [i3]Yoan Gutiérrez, Isabel Moreno, David Tomás, Andrés Montoyo, Patricio Martínez-Barco, Rafael Muñoz, Salud María Jiménez-Zafra, María Teresa Martín-Valdivia, Arturo Montejo-Ráez, Luis Alfonso Ureña López, Fernando Javier Martínez Santiago, Eladio M. Blanco-López:
REDES at TAC Knowledge Base Population 2016 : EDL and BeSt tracks. TAC 2016 - 2014
- [c96]Alexander Chavez, Héctor Dávila, Yoan Gutiérrez, Antonio Fernández Orquín, Andrés Montoyo, Rafael Muñoz:
UMCC_DLSI_SemSim: Multilingual System for Measuring Semantic Textual Similarity. SemEval@COLING 2014: 716-721 - [c95]Yenier Castañeda, Armando Collazo, Elvis Crego, Jorge L. Garcia, Yoan Gutiérrez, David Tomás, Andrés Montoyo, Rafael Muñoz:
UMCC_DLSI: A Probabilistic Automata for Aspect Based Sentiment Analysis. SemEval@COLING 2014: 722-726 - [c94]Pedro Aniel Sánchez-Mirabal, Yarelis Ruano Torres, Suilen Hernández Alvarado, Yoan Gutiérrez, Andrés Montoyo, Rafael Muñoz:
UMCC_DLSI: Sentiment Analysis in Twitter using Polirity Lexicons and Tweet Similarity. SemEval@COLING 2014: 727-731 - [c93]Reynier Ortega Bueno, Adrian Fonseca Bruzón, Carlos Muñiz Cuza, Yoan Gutiérrez, Andrés Montoyo:
UO_UA: Using Latent Semantic Analysis to Build a Domain-Dependent Sentiment Resource. SemEval@COLING 2014: 773-778 - 2013
- [j26]Reynier Ortega Bueno, Adrian Fonseca Bruzón, Yoan Gutiérrez, Andrés Montoyo:
Improving Subjectivity Detection using Unsupervised Subjectivity Word Sense Disambiguation. Proces. del Leng. Natural 51: 179-186 (2013) - [c91]Héctor Dávila, Antonio Fernández Orquín, Alexander Chavez, Yoan Gutiérrez, Armando Collazo, José Ignacio Abreu, Andrés Montoyo, Rafael Muñoz:
UMCC_DLSI-(EPS): Paraphrases Detection Based on Semantic Distance. SemEval@NAACL-HLT 2013: 93-97 - [c90]Yoan Gutiérrez, Yenier Castañeda, Andy González, Rainel Estrada, Dennys D. Puig, José Ignacio Abreu, Roger Pérez, Antonio Fernández Orquín, Andrés Montoyo, Rafael Muñoz, Franc Camara:
UMCC_DLSI: Reinforcing a Ranking Algorithm with Sense Frequencies and Multidimensional Semantic Resources to solve Multilingual Word Sense Disambiguation. SemEval@NAACL-HLT 2013: 241-249 - [c89]Yoan Gutiérrez, Andy González, Roger Pérez, José Ignacio Abreu, Antonio Fernández Orquín, Alejandro Mosquera López, Andrés Montoyo, Rafael Muñoz, Franc Camara:
UMCC_DLSI-(SA): Using a ranking algorithm and informal features to solve Sentiment Analysis in Twitter. SemEval@NAACL-HLT 2013: 443-449 - [c88]Reynier Ortega Bueno, Adrian Fonseca Bruzón, Yoan Gutiérrez, Andrés Montoyo:
SSA-UO: Unsupervised Sentiment Analysis in Twitter. SemEval@NAACL-HLT 2013: 501-507 - [c87]Armando Collazo, Alberto Ceballo, Dennys D. Puig, Yoan Gutiérrez, José Ignacio Abreu, Roger Pérez, Antonio Fernández Orquín, Andrés Montoyo, Rafael Muñoz, Franc Camara:
UMCC_DLSI: Semantic and Lexical features for detection and classification Drugs in biomedical texts. SemEval@NAACL-HLT 2013: 636-643 - [c86]Alexander Chavez, Héctor Dávila, Yoan Gutiérrez, Armando Collazo, José Ignacio Abreu, Antonio Fernández Orquín, Andrés Montoyo, Rafael Muñoz:
UMCC_DLSI: Textual Similarity based on Lexical-Semantic features. *SEM@NAACL-HLT 2013: 109-118 - [c85]Yoan Gutiérrez, Andy González, Antonio Fernández Orquín, Andrés Montoyo, Rafael Muñoz:
RA-SR: Using a ranking algorithm to automatically building resources for subjectivity analysis over annotated corpora. WASSA@NAACL-HLT 2013: 94-99 - 2012
- [c84]Yoan Gutiérrez, Sonia Vázquez, Andrés Montoyo:
A graph-Based Approach to WSD Using Relevant Semantic Trees and N-Cliques Model. CICLing (1) 2012: 225-237 - [c81]Antonio Fernández Orquín, Yoan Gutiérrez, Héctor Dávila, Alexander Chavez, Andy González, Rainel Estrada, Yenier Castañeda, Sonia Vázquez, Andrés Montoyo, Rafael Muñoz:
UMCC_DLSI: Multidimensional Lexical-Semantic Textual Similarity. SemEval@NAACL-HLT 2012: 608-616 - 2011
- [j18]Yoan Gutiérrez, Antonio Fernández Orquín, Sonia Vázquez, Andrés Montoyo:
Enriching the Integration of Semantic Resources based on WordNet. Proces. del Leng. Natural 47: 249-257 (2011) - [c78]Yoan Gutiérrez, Sonia Vázquez, Andrés Montoyo:
Word Sense Disambiguation: A Graph-Based Approach Using N-Cliques Partitioning Technique. NLDB 2011: 112-124 - [c77]Yoan Gutiérrez, Sonia Vázquez, Andrés Montoyo:
Improving WSD using ISR-WN with Relevant Semantic Trees and SemCor Senses Frequency. RANLP 2011: 233-239 - [c75]Yoan Gutiérrez, Sonia Vázquez, Andrés Montoyo:
Sentiment Classification Using Semantic Features Extracted from WordNet-based Resources. WASSA@ACL 2011: 139-145 - 2010
- [j16]Yoan Gutiérrez Vázquez, Antonio Fernández Orquín, Andrés Montoyo, Sonia Vázquez:
Integración de recursos semánticos basados en WordNet. Proces. del Leng. Natural 45: 161-168 (2010) - [c67]Yoan Gutiérrez, Antonio Fernández Orquín, Andrés Montoyo-Guijarro, Sonia Vázquez Pérez:
UMCC-DLSI: Integrative Resource for Disambiguation Task. SemEval@ACL 2010: 427-432
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