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MARTINEZ ROMO, JUAN

LENGUAJES Y SISTEMAS INFORMÁTICOS / Universidad Nacional de Educación a Distancia

Actividades

Guardian-BERT: Early detection of self-injury and suicidal signs with language technologies in electronic health reports

  • Martinez-Romo, J.
  • Araujo, L.
  • Reneses, B.

Computers in Biology and Medicine - 1/03/2025

Editor: Elsevier Ltd

10.1016/j.compbiomed.2025.109701 Ver en origen

  • ISSN/ISBN 1879-0534

Automated Formative Feedback for Algorithm and Data Structure Self-Assessment

  • Araujo, L.
  • Lopez-Ostenero, F.
  • Plaza, L.
  • Martinez-Romo, J.

Electronics (Switzerland) - 1/03/2025

Editor: Multidisciplinary Digital Publishing Institute (MDPI)

10.3390/electronics14051034 Ver en origen

  • ISSN/ISBN 2079-9292

Generation of social network user profiles and their relationship with suicidal behaviour

  • Fernandez-Hernandez, Jorge
  • Araujo, Lourdes
  • Martinez-Romo, Juan

Procesamiento del lenguaje natural (p. 87-98) - 2024

Editor: Sociedad Española para el Procesamiento del Lenguaje Natural

  • ISSN/ISBN 1135-5948

Building a framework for fake news detection in the health domain

  • Martinez-Rico, J.R.
  • Araujo, L.
  • Martinez-Romo, J.

PLoS ONE - 1/07/2024

Editor: Public Library of Science

10.1371/journal.pone.0305362 Ver en origen

  • ISSN/ISBN 1932-6203

RoBERTime: A novel model for the detection of temporal expressions in Spanish

  • Araujo Serna, Lourdes
  • Martínez Romo, Juan
  • Sánchez Castro Fernández, Alejandro

Procesamiento del lenguaje natural (p. 39-51) - 2023

Editor: Sociedad Española para el Procesamiento del Lenguaje Natural

  • ISSN/ISBN 1135-5948

Automatic Recommendation of Forum Threads and Reinforcement Activities in a Data Structure and Programming Course

  • Plaza, L.
  • Araujo, L.
  • López-Ostenero, F.
  • Martínez-Romo, J.

Applied System Innovation - 1/10/2023

Editor: Multidisciplinary Digital Publishing Institute (MDPI)

10.3390/asi6050083 Ver en origen

  • ISSN/ISBN 2571-5577

Negation-based transfer learning for improving biomedical Named Entity Recognition and Relation Extraction

  • Fabregat, H.
  • Duque, A.
  • Martinez-Romo, J.
  • Araujo, L.

Journal of Biomedical Informatics - 1/02/2023

Editor: Academic Press Inc.

10.1016/j.jbi.2022.104279 Ver en origen

  • ISSN/ISBN 1532-0464

Detección de Indicios de Autolesiones No Suicidas en Informes Médicos de Psiquiatría Mediante el Análisis del Lenguaje

  • Martínez Romo, Juan
  • Araujo Serna, Lourdes
  • Reneses, Blanca
  • Sevilla-Llewellyn-Jones, Julia
  • Martínez-Capella, Ignacio
  • Seara-Aguilar, Germán

Procesamiento del lenguaje natural (p. 129-140) - 2022

Editor: Sociedad Española para el Procesamiento del Lenguaje Natural

  • ISSN/ISBN 1135-5948

Semi-supervised incremental learning with few examples for discovering medical association rules

  • Sánchez-de-Madariaga, R.
  • Martinez-Romo, J.
  • Escribano, J.M.C.
  • Araujo, L.

BMC Medical Informatics and Decision Making - 1/12/2022

Editor: BioMed Central Ltd

10.1186/s12911-022-01755-3 Ver en origen

  • ISSN/ISBN 1472-6947

Discovering HIV related information by means of association rules and machine learning

  • Araujo, L
  • Martinez-Romo, J
  • Bisbal, O
  • Sanchez-de-Madariaga, R

Scientific Reports - 1/12/2022

Editor: Nature Research

10.1038/s41598-022-22695-y Ver en origen

  • ISSN 20452322
  • ISSN/ISBN 2045-2322

Este/a investigador/a no tiene libros.

Natural language processing for data mining in computer science education

  • F. López-Ostenero
  • L. Plaza
  • J. Martinez-Romo
  • L. Araujo

EDULEARN20 Proceedings: 12th International Conference on Education and New Learning TechnologiesOnline Conference. 6-7 July, 2020. (p. 2356-2361) - 2020

Editor: IATED Academy

  • ISSN/ISBN 978-84-09-17979-4

Automatic labelling of topics in university subjects to detect which topics are more difficult to learn

  • J. Martinez-Romo
  • J. Gomez-Martin
  • L. Plaza
  • L. Araujo
  • F. Lopez-Ostenero

EDULEARN20 Proceedings: 12th International Conference on Education and New Learning TechnologiesOnline Conference. 6-7 July, 2020. (p. 2257-2262) - 2020

Editor: IATED Academy

  • ISSN/ISBN 978-84-09-17979-4

Generative AI for Education: A Retrieval-Augmented System for Effective Feedback in Self-Assessment

  • Martinez-Romo,J.
  • Araujo,L.
  • Plaza,L.
  • López-Ostenero,F.

IEEE Global Engineering Education Conference, EDUCON - 2025

Editor: IEEE Computer Society

10.1109/educon62633.2025.11016446 Ver en origen

  • ISSN/ISBN 2165-9567

Personalized Self-Assessment Tool Using a Telegram Bot: A Case Study on Data Structures and Algorithms

  • López-Ostenero, F.
  • Martinez-Romo, J.
  • Plaza, L.
  • Araujo, L.

IEEE Global Engineering Education Conference, EDUCON - 2024

Editor: IEEE Computer Society

10.1109/educon60312.2024.10578697 Ver en origen

  • ISSN/ISBN 9798350394023

NLP-UNED at eRisk 2024: Approximate Nearest Neighbors with Encoding Refinement for Early Detecting Signs of Anorexia

  • Fabregat, H.
  • Deniz, D.
  • Duque, A.
  • Araujo, L.
  • Martinez-Romo, J.

CEUR Workshop Proceedings (p. 813-824) - 2024

Editor: CEUR-WS

  • ISSN/ISBN 1613-0073

UNED-UNIOVI at EmoSPeech-IberLEF2024: Emotion Identification in Spanish by Combining Multimodal Textual Analysis and Machine Learning Methods

  • Martinez-Romo, J.
  • Farnesio Huesca Barril, J.
  • Araujo, L.
  • de La Cal Marin, E.

CEUR Workshop Proceedings - 2024

Editor: CEUR-WS

  • ISSN/ISBN 1613-0073

UNED-GELP at MentalRiskES 2024: Transformer-Based Encoders and Similarity Techniques for Early Risk Prediction of Mental Disorders

  • Fernandez-Hernandez, J.
  • Fabregat, H.
  • Duque, A.
  • Araujo, L.
  • Martinez-Romo, J.

CEUR Workshop Proceedings - 2024

Editor: CEUR-WS

  • ISSN/ISBN 1613-0073

Generative LLMs for Multilingual Temporal Expression Normalization

  • de Castro, A.S.
  • Araujo, L.
  • Martinez-Romo, J.

Frontiers in Artificial Intelligence and Applications (p. 3789-3796) - 16/10/2024

Editor: IOS Press BV

10.3233/faia240940 Ver en origen

  • ISSN/ISBN 1879-8314

A Re-labeling Approach Based on Approximate Nearest Neighbors for Identifying Gambling Disorders in Social Media

  • Fabregat, H.
  • Duque, A.
  • Araujo, L.
  • Martinez-Romo, J.

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) (p. 174-185) - 2023

Editor: Springer Science and Business Media Deutschland GmbH

10.1007/978-3-031-42448-9_15 Ver en origen

  • ISSN/ISBN 1611-3349

OBSER-MENH at eRisk 2023: Deep Learning-Based Approaches for Symptom Detection in Depression and Early Identification of Pathological Gambling Indicators

  • Martinez-Romo, J.
  • Araujo, L.
  • Larrayoz, X.
  • Oronoz, M.
  • Pérez, A.

CEUR Workshop Proceedings (p. 706-717) - 2023

Editor: CEUR-WS

  • ISSN/ISBN 1613-0073

NLPIR-UNED at CheckThat! 2023: Ensemble of Classifiers for Check-Worthiness Estimation

  • Martinez-Rico, J.R.
  • Araujo, L.
  • Martinez-Romo, J.

CEUR Workshop Proceedings (p. 372-382) - 2023

Editor: CEUR-WS

  • ISSN/ISBN 1613-0073

NLP-UNED-2 at eRisk 2023: Detecting Pathological Gambling in Social Media through Dataset Relabeling and Neural Networks

  • Fabregat, H.
  • Duque, A.
  • Araujo, L.
  • Martinez-Romo, J.

CEUR Workshop Proceedings (p. 672-683) - 2023

Editor: CEUR-WS

  • ISSN/ISBN 1613-0073

Este/a investigador/a no tiene documentos de trabajo.

Este/a investigador/a no tiene informes técnicos.

Este/a investigador/a no tiene proyectos de investigación.

Biomedical Information Extraction: Exploring new entities and relationships

  • Hermenegildo Fabregat
  • Lourdes Araujo (dir. tes.)
  • Juan Martínez Romo (dir. tes.)
  • Isabel Segura Bedmar (pres.)
  • Víctor Fresno Fernández (secr.)
  • Arkaitz Zubiaga (voc.)

2021

Defensa realizada en: UNED. Universidad Nacional de Educación a Distancia

Word sense disambiguation in multilingual contexts

  • Andrés Duque Fernández
  • Lourdes Araujo (dir. tes.)
  • Juan Martínez Romo (dir. tes.)
  • Julio Gonzalo Arroyo (pres.)
  • Eneko Agirre Bengoa (secr.)
  • Ahmet Aker (voc.)

2017

Defensa realizada en: UNED. Universidad Nacional de Educación a Distancia

Ingeniería de atributos y minería de datos para la recuperación de información con adversario

  • Enrique Puertas Sanz
  • José María Gómez Hidalgo (dir. tes.)
  • María Teresa Villalba de Benito (pres.)
  • María Cruz Gaya López (secr.)
  • Carlos Laorden Gómez (voc.)
  • Luis Martín Martín (voc.)
  • Juan Martínez Romo (voc.)
... Ver más Contraer

2013

Defensa realizada en: Universidad Europea de Madrid

Técnicas de recuperación de información para la resolución de problemas en la web

  • Juan Martínez Romo
  • Lourdes Araujo (dir. tes.)

2010

Defensa realizada en: UNED. Universidad Nacional de Educación a Distancia

Este/a investigador/a no tiene patentes o licencias de software.

Última actualización de los datos: 10/11/25 10:51