Andrés Duque

22 papers C 1Journal 6Unranked 15
YearRankTypeTitle / Venue / Authors
2025 J jnl
Unifying Named Entity Recognition and Extreme Multi-Label Classification f or Explainable Clinical Coding.
Proces. del Leng. Natural
Alicia Ramirez-Arrabe, Andrés Duque, Juan Martínez-Romo
2024 J jnl
Machine learning models and dimensionality reduction for improving the Android malware detection.
PeerJ Comput. Sci.
Pablo Morán, Antonio Robles-Gómez, Andrés Duque, Llanos Tobarra, Rafael Pastor Vargas
2024 — conf
NLP-UNED at eRisk 2024: Approximate Nearest Neighbors with Encoding Refinement for Early Detecting Signs of Anorexia.
CLEF (Working Notes)
Hermenegildo Fabregat, Daniel Deniz, Andrés Duque, Lourdes Araujo, Juan Martínez-Romo
2024 — conf
UNED-GELP at MentalRiskES 2024: Transformer-Based Encoders and Similarity Techniques for Early Risk Prediction of Mental Disorders.
IberLEF@SEPLN
Jorge Fernandez-Hernandez, Hermenegildo Fabregat, Andrés Duque, Lourdes Araujo, Juan Martínez-Romo
2023 — conf
A Re-labeling Approach Based on Approximate Nearest Neighbors for Identifying Gambling Disorders in Social Media.
CLEF
Hermenegildo Fabregat, Andrés Duque, Lourdes Araujo, Juan Martínez-Romo
2023 — conf
LSI_UNED at ClinAIS 2023: Transformer Models for Section Identification in Spanish Medical Reports.
IberLEF@SEPLN
Andrés Duque, Lourdes Araujo, Juan Martínez-Romo, Hermenegildo Fabregat
2023 — conf
NLP-UNED at MentalRiskES 2023: Approximate Nearest Neighbors for Identifying Health Disorders.
IberLEF@SEPLN
Hermenegildo Fabregat, Andrés Duque, Lourdes Araujo, Juan Martínez-Romo
2023 — conf
NLP-UNED-2 at eRisk 2023: Detecting Pathological Gambling in Social Media through Dataset Relabeling and Neural Networks.
CLEF (Working Notes)
Hermenegildo Fabregat, Andrés Duque, Lourdes Araujo, Juan Martínez-Romo
2023 J jnl
Negation-based transfer learning for improving biomedical Named Entity Recognition and Relation Extraction.
J. Biomed. Informatics
Hermenegildo Fabregat, Andrés Duque, Juan Martínez-Romo, Lourdes Araujo
2022 — conf
UNED-NLP at eRisk 2022: Analyzing gambling disorders in Social Media using Approximate Nearest Neighbors.
CLEF (Working Notes)
Hermenegildo Fabregat, Andrés Duque, Lourdes Araujo, Juan Martínez-Romo
2021 J jnl
A keyphrase-based approach for interpretable ICD-10 code classification of Spanish medical reports.
Artif. Intell. Medicine
Andrés Duque, Hermenegildo Fabregat, Lourdes Araujo, Juan Martínez-Romo
2021 — conf
LSI_UNED at CLEF eHealth2021: Exploring the effects of transfer learning in negation detection and entity recognition in clinical texts.
CLEF (Working Notes)
Hermenegildo Fabregat, Andrés Duque, Lourdes Araujo, Juan Martínez-Romo
2020 C conf
Game-based Learning Approach to Cybersecurity.
EDUCON
Llanos Tobarra, Antonio Pérez Trapero, Rafael Pastor, Antonio Robles-Gómez, Roberto Hernández, Andrés Duque, Jesús Cano
2019 — conf
A Cybersecurity Experience with Cloud Virtual-Remote Laboratories.
UCAmI
Llanos Tobarra, Antonio Robles-Gómez, Rafael Pastor, Roberto Hernández, Andrés Duque, Jesús Cano
2019 — conf
Analyzing the Students' Learning within a Container-based Virtual Laboratory for Cybersecurity.
TEEM
Antonio Robles-Gómez, Llanos Tobarra, Rafael Pastor, Roberto Hernández, Andrés Duque, Jesús Cano
2019 — conf
De-Identification through Named Entity Recognition for Medical Document Anonymization.
IberLEF@SEPLN
Hermenegildo Fabregat, Andrés Duque, Juan Martínez-Romo, Lourdes Araujo
2019 J jnl
EXTRAE: EXTRacción de Asociaciones entre Enfermedades y otros conceptos médicos.
Proces. del Leng. Natural
Lourdes Araujo, Juan Martínez-Romo, Andrés Duque, Fernando López-Ostenero, Ricardo Sánchez-de-Madariaga, Adolfo Muñoz Carrero, Mario Pascual Carrasco
2019 — conf
Extending a Deep Learning Approach for Negation Cues Detection in Spanish.
IberLEF@SEPLN
Hermenegildo Fabregat, Andrés Duque, Juan Martínez-Romo, Lourdes Araujo
2017 J jnl
Addressing Cross-Lingual Word Sense Disambiguation on Low-Density Languages: Application to Persian.
CoRR
Navid Rekabsaz, Mihai Lupu, Allan Hanbury, Andrés Duque
2016 — conf
USFD at SemEval-2016 Task 1: Putting different State-of-the-Arts into a Box.
SemEval@NAACL-HLT
Ahmet Aker, Frédéric Blain, Andrés Duque, Marina Fomicheva, Jurica Seva, Kashif Shah, Daniel Beck
2012 — conf
A Hybrid HMM/ANN Model for Activity Recognition in the Home Using Binary Sensors.
IWAAL
Francisco Javier Ordóñez, Andrés Duque, Paula de Toledo, Araceli Sanchis
2012 — conf
Offline and Online Activity Recognition on Mobile Devices Using Accelerometer Data.
IWAAL
Andrés Duque, Francisco Javier Ordóñez, Paula de Toledo, Araceli Sanchis