Yoan Gutiérrez

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 58

Top Topics

Sentiment Analysis

Natural Language Processing

Knowledge Discovery

Top Venues

Proces. del Leng. Natural

J. Biomed. Informatics

Publications

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)
Juan Pablo Consuegra-Ayala, Yoan Gutiérrez, Yudivián Almeida-Cruz, Manuel Palomar
Automatic annotation of protected attributes to support fairness optimization. Inf. Sci. 663 (2024)
Erik Derner, Sara Sansalvador de la Fuente, Yoan Gutiérrez, Paloma Moreda, Nuria Oliver
Leveraging Large Language Models to Measure Gender Bias in Gendered Languages. CoRR (2024)
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 (2024)
Olga Francés, Javi Fernández, José Ignacio Abreu Salas, Yoan Gutiérrez, Manuel Palomar
A comprehensive methodology to construct standardised datasets for Science and Technology Parks. Data Knowl. Eng. 153 (2024)
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 (2024)
Santiago Galiano, Rafael Muñoz, Yoan Gutiérrez, Andrés Montoyo, José Ignacio Abreu, Luis Alfonso Ureña López
T2KG: Transforming Multimodal Document to Knowledge Graph. RANLP (2023)
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)
Fabio Yanez, Andrés Montoyo, Yoan Gutiérrez, Rafael Muñoz, Armando Suárez
A Review in Knowledge Extraction from Knowledge Bases. RANLP (2023)
Javi Fernández, Yoan Gutiérrez, Patricio Martínez-Barco
Generación y pesado de skipgrams y su aplicación al análisis de sentimientos. Proces. del Leng. Natural 70 (2023)
Estela Saquete, José Jacobo Zubcoff, Yoan Gutiérrez, Patricio Martínez-Barco, Javi Fernández
Why are some social-media contents more popular than others? Opinion and association rules mining applied to virality patterns discovery. Expert Syst. Appl. 197 (2022)
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 (2022)
Suilan Estevez-Velarde, Yoan Gutiérrez, Yudivián Almeida-Cruz, Andrés Montoyo
General-purpose hierarchical optimisation of machine learning pipelines with grammatical evolution. Inf. Sci. 543 (2021)
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)
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 (2021)
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 (2021)
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)
Beatriz Botella Gil, Flor Miriam Plaza del Arco, Ana Belén Parras Portillo, Yoan Gutiérrez
Fiero: Asistente virtual para la captación de insultos. SEPLN (Projects and Demonstrations) (2021)
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)
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 (2020)
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)
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)
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)
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 (2019)
Isabel Moreno, Javi Fernández, Yoan Gutiérrez
Social-Univ 2.0: Tecnologías del Lenguaje Humano, aplicación para la monitorización omnicanal del entorno social de la Universidad de Alicante. Proces. del Leng. Natural 63 (2019)
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) (2019)
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)
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)
David Tomás, Yoan Gutiérrez, Atta Badii, Marco Tiemann, Fotis Aisopos
Socialising around media - Improving the second screen experience through semantic analysis, context awareness and dynamic communities. Multim. Tools Appl. 78 (18) (2019)
Manuel Carlos Díaz-Galiano, Miguel Ángel García Cumbreras, Manuel García Vega, Yoan Gutiérrez, Eugenio Martínez Cámara, Alejandro Piad-Morffis, Julio Villena-Román
TASS 2018: The Strength of Deep Learning in Language Understanding Tasks. Proces. del Leng. Natural 62 (2019)
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 (2019)
Yoan Gutiérrez, David Tomás, Isabel Moreno
Developing an ontology schema for enriching and linking digital media assets. Future Gener. Comput. Syst. 101 (2019)
Alejandro Piad-Morffis, Yoan Gutiérrez, Rafael Muñoz
A corpus to support eHealth Knowledge Discovery technologies. J. Biomed. Informatics 94 (2019)
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)
Isabel Moreno, Javi Fernández, Yoan Gutiérrez
Social-Univ 2.0: Monitorización del entorno digital social universitario. Proces. del Leng. Natural 63 (2019)
Suilan Estevez-Velarde, Yoan Gutiérrez, Andrés Montoyo, Yudivián Almeida-Cruz
Optimizing Natural Language Processing Pipelines: Opinion Mining Case Study. CIARP (2019)
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)
José Luís Devezas, Sérgio Nunes, Antonio Guillén, Yoan Gutiérrez, Rafael Muñoz
FEUP at TREC 2018 Common Core Track - Reranking for Diversity using Hypergraph-of-Entity and Document Profiling. TREC (2018)
Yoan Gutiérrez, José Manuel Gómez Soriano, Fernando Llopis, Lea Lea Canales, Antonio Guillén
Plataforma inteligente para la recuperación, análisis y representación de la información generada por usuarios en Internet. Proces. del Leng. Natural 61 (2018)
Javi Fernández, Fernando Llopis, Yoan Gutiérrez, Patricio Martínez-Barco, José M. Gómez, Rafael Muñoz
GPLSI at TREC 2018 RTS Track. TREC (2018)
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)
Yoan Gutiérrez, Elena Lloret, José M. Gómez
Human Language Technologies: Key Issues for Representing Knowledge from Textual Information. J. Univers. Comput. Sci. 24 (11) (2018)
José Ignacio Abreu, Iván Castro, Claudia Martínez, Sebastián Oliva, Yoan Gutiérrez
UCSC-NLP at SemEval-2017 Task 4: Sense n-grams for Sentiment Analysis in Twitter. SemEval@ACL (2017)
Antonio Guillén, Yoan Gutiérrez, Rafael Muñoz
Natural Language Processing Technologies for Document Profiling. RANLP (2017)
Yoan Gutiérrez, Sonia Vázquez, Andrés Montoyo
Spreading semantic information by Word Sense Disambiguation. Knowl. Based Syst. 132 (2017)
Alejandro Mosquera López, Yoan Gutiérrez, Paloma Moreda
On Evaluating the Contribution of Text Normalisation Techniques to Sentiment Analysis on Informal Web 2.0 Texts. Proces. del Leng. Natural 58 (2017)
Antonio Guillén, Yoan Gutiérrez, Rafael Muñoz
A Document Profile for Improving Information Retrieval Systems. Res. Comput. Sci. 144 (2017)
Javi Fernández, Fernando Llopis, Patricio Martínez-Barco, Yoan Gutiérrez, Álvaro Díez
Analizando opiniones en las redes sociales. Proces. del Leng. Natural 58 (2017)
Javi Fernández, Fernando Llopis, Yoan Gutiérrez, Patricio Martínez-Barco, Álvaro Díez
Opinion Mining in Social Networks versus Electoral Polls. RANLP (2017)
Yoan Gutiérrez, Sonia Vázquez, Andrés Montoyo
A semantic framework for textual data enrichment. Expert Syst. Appl. 57 (2016)
Fernando Llopis, José Manuel Gómez Soriano, Elena Lloret, Patricio Martínez-Barco, Yoan Gutiérrez
Gestión de resúmenes para dispositivos móviles. Proces. del Leng. Natural 57 (2016)
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)
David Tomás, Yoan Gutiérrez, Isabel Moreno, Francisco Agulló, Marco Tiemann, Juan Vicente Vidagany, Andreas Menychtas
Socialising Around Media (SAM): Dynamic Social and Media Content Syndication for Second Screen. Proces. del Leng. Natural 55 (2015)
Elena Lloret, Yoan Gutiérrez, José M. Gómez
Developing an Ontology to Capture Documents' Semantics. KEOD (2015)
Francisco Agulló, Antonio Guillén, Yoan Gutiérrez, Patricio Martínez-Barco
ElectionMap: una representación geolocalizada de intenciones de voto hacia partidos políticos sobre la base de comentarios de usuarios de Twitter. Proces. del Leng. Natural 55 (2015)
Elena Lloret, Yoan Gutiérrez, Fernando Samuel Peregrino, José Manuel Gómez Soriano, Antonio Guillén, Fernando Llopis
Explotación y tratamiento de la información disponible en Internet para la anotación y generación de textos adaptados al usuario. Proces. del Leng. Natural 55 (2015)
Javi Fernández, Yoan Gutiérrez, José M. Gómez, Patricio Martínez-Barco
Social Rankings: análisis visual de sentimientos en redes sociales. Proces. del Leng. Natural 55 (2015)
Javi Fernández, Yoan Gutiérrez, David Tomás, José M. Gómez, Patricio Martínez-Barco
Evaluating a Sentiment Analysis Approach from a Business Point of View. TASS@SEPLN (2015)
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)
Javi Fernández, Yoan Gutiérrez, José Manuel Gómez Soriano, Patricio Martínez-Barco
GPLSI: Supervised Sentiment Analysis in Twitter using Skipgrams. SemEval@COLING (2014)
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)
Sonia Vázquez, Elena Lloret, Fernando Samuel Peregrino, Yoan Gutiérrez, Javi Fernández, José M. Gómez
Tratamiento inteligente de la información para ayuda a la toma de decisiones. Proces. del Leng. Natural 53 (2014)
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)
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)
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)
Reynier Ortega Bueno, Adrian Fonseca Bruzón, Yoan Gutiérrez, Andrés Montoyo
SSA-UO: Unsupervised Sentiment Analysis in Twitter. SemEval@NAACL-HLT (2013)
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)
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)
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)
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)
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)
Reynier Ortega Bueno, Adrian Fonseca Bruzón, Yoan Gutiérrez, Andrés Montoyo
Improving Subjectivity Detection using Unsupervised Subjectivity Word Sense Disambiguation. Proces. del Leng. Natural 51 (2013)
Yoan Gutiérrez, Sonia Vázquez, Andrés Montoyo
A graph-Based Approach to WSD Using Relevant Semantic Trees and N-Cliques Model. CICLing (1) (2012)
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)
Yoan Gutiérrez, Antonio Fernández Orquín, Sonia Vázquez, Andrés Montoyo
Enriching the Integration of Semantic Resources based on WordNet. Proces. del Leng. Natural 47 (2011)
Yoan Gutiérrez, Sonia Vázquez, Andrés Montoyo
Improving WSD using ISR-WN with Relevant Semantic Trees and SemCor Senses Frequency. RANLP (2011)
Yoan Gutiérrez, Sonia Vázquez, Andrés Montoyo
Sentiment Classification Using Semantic Features Extracted from WordNet-based Resources. WASSA@ACL (2011)
Antonio Fernández Orquín, Josval Díaz, Yoan Gutiérrez, Rafael Muñoz
An Unsupervised Method to Improve Spanish Stemmer. NLDB (2011)
Yoan Gutiérrez, Sonia Vázquez, Andrés Montoyo
Word Sense Disambiguation: A Graph-Based Approach Using N-Cliques Partitioning Technique. NLDB (2011)
Yoan Gutiérrez, Antonio Fernández Orquín, Andrés Montoyo-Guijarro, Sonia Vázquez Pérez
UMCC-DLSI: Integrative Resource for Disambiguation Task. SemEval@ACL (2010)