Departamento de Lenguajes y Sistemas Informáticos. E.T.S.I Informática (UNED). Artículos

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Duque, Andrés, Fabregat, Hermenegildo, Araujo, Lourdes y Martinez-Romo, Juan . (2021) A keyphrase-based approach for interpretable ICD-10 code classification of Spanish medical reports. 53 10
Martinez-Rico, Juan R., Martinez-Romo, Juan y Araujo, Lourdes . (2019) Can deep learning techniques improve classification performance of vandalism detection in Wikipedia?. 37 5
Fabregat, Hermenegildo, Araujo, Lourdes y Martinez-Romo, Juan . (2019) Deep learning approach for negation trigger and scope recognition. 31 7
Araujo, Lourdes, López-Ostenero, Fernando, Martínez-Romo, Juan y Plaza, Laura . (2020) Deep-Learning Approach to Educational Text Mining and Application to the Analysis of Topics’ Difficulty. 58 13
Martínez Romo, Juan, Araujo Serna, Lourdes, Reneses, Blanca, Sevilla-Llewellyn-Jones, Julia, Martínez-Capella, Ignacio y Seara-Aguilar, Germán . (2022) Detección de Indicios de Autolesiones No Suicidas en Informes Médicos de Psiquiatría Mediante el Análisis del Lenguaje. 31 10
Araujo, Lourdes, Martinez‑Romo, Juan, Bisbal, Otilia, Sanchez‑de‑Madariaga, Ricardo y The Cohort of the National AIDS Network (CoRIS) . (2022) Discovering HIV related information by means of association rules and machine learning. 47 9
Rodriguez-Prieto, Oscar, Araujo, Lourdes y Martínez-Romo, Juan . (2019) Discovering related scientific literature beyond semantic similarity: a new co-citation approach. 56 10
Fernandez-Hernandez, Jorge, Araujo, Lourdes y Martinez-Romo, Juan . (2024) Generation of social network user profiles and their relationship with suicidal behaviour. 32 7
Fabregat, Hermenegildo, Duque, Andrés, Martinez-Romo, Juan y Araujo, Lourdes . (2023) Negation-based transfer learning for improving biomedical Named Entity Recognition and Relation Extraction. 40 13
Sánchez-de-Castro-Fernández, Alejandro, Araujo, Lourdes y Martinez-Romo, Juan . (2023) RoBERTime: un nuevo modelo para la detección de expresiones temporales en español. 55 14
Sánchez‑de‑Madariaga, Ricardo, Martinez‑Romo, Juan, Cantero Escribano, José Miguel y Araujo, Lourdes . (2022) Semi‑supervised incremental learning with few examples for discovering medical association rules. 49 14
Fabregat, Hermenegildo, Martínez-Romo, Juan y Araujo, Lourdes . (2020) Understanding and Improving Disability Identification in Medical Documents. 23 4