Automatic depression score estimation with word embedding models
| Authors | Anxo Pérez, Javier Parapar, Álvaro Barreiro |
| Journal | ARTIFICIAL INTELLIGENCE IN MEDICINE Vol. 132 (pages 102380 to 102392) |
| DOI | https://doi.org/10.1016/j.artmed.2022.102380 |
| Department | Computer Science and Information Technologies |
| Knowledgment area | Computational Science and Artificial Intelligence |
| Research | Research group Information Retrieval Lab |
| Research lines | No data available from Curriculum Management System at UDC. (SUXI). |
| Contacto | UDC directory |
This section shows the teaching given in degrees, masters and other officers studies in last 6 years.
| Subject and involved studies | Type | Distance hours | Total hours |
|---|---|---|---|
|
Final Year Dissertation. Mention in Computer Science
Degree in Computer Engineering
|
Compulsory | 0 | 4.66666666666667 |
|
Final Year Dissertation. Mention in Information Technology
Degree in Computer Engineering
|
Compulsory | 0 | 2 |
|
Final Year Dissertation. Mention in Software Engineering
Degree in Computer Engineering
|
Compulsory | 0 | 8 |
| Subject and involved studies | Type | Distance hours | Total hours |
|---|---|---|---|
| Biomedical Knowledge Management | Optional | 0 | 21 |
| Development Methodologies | Optional | 0 | 25 |
| Final Year Dissertation. Mention in Computer Science | Compulsory | 0 | 4 |
| Final Year Dissertation. Mention in Software Engineering | Compulsory | 0 | 8 |
| Information Retrieval | Compulsory | 0 | 47 |
| Information Retrieval and the Semantic Web | Compulsory | 0 | 30 |
| Information Retrieval and Web Mining | Optional | 0 | 16 |
| Information Systems Standards | Optional | 0 | 29 |
| Subject and involved studies | Type | Distance hours | Total hours |
|---|---|---|---|
|
Development Methodologies
Degree in Computer Engineering
Master's in Computer Engineering
|
Optional | 0 | 21 |
|
Final Year Dissertation. Mention in Computer Science
Degree in Computer Engineering
|
Compulsory | 0 | 4 |
|
Final Year Dissertation. Mention in Information Technology
Degree in Computer Engineering
|
Compulsory | 0 | 4 |
|
Information Retrieval
Degree in Data Science and Engineering
|
Compulsory | 0 | 63 |
|
Information Retrieval and the Semantic Web
Master's in Computer Engineering
|
Compulsory | 0 | 30 |
|
Information Systems Standards
Degree in Computer Engineering
|
Optional | 0 | 63 |
|
Operating Systems
Degree in Computer Engineering
|
Compulsory | 0 | 30 |
| Subject and involved studies | Type | Distance hours | Total hours |
|---|---|---|---|
|
Development Tools
Degree in Computer Engineering
|
Optional | 0 | 21 |
|
Information Retrieval
Degree in Computer Engineering
|
Optional | 0 | 33 |
|
Information Retrieval
Degree in Data Science and Engineering
|
Compulsory | 0 | 63 |
|
Information Systems Standards
Degree in Computer Engineering
|
Optional | 0 | 63 |
|
Operating Systems
Degree in Computer Engineering
|
Compulsory | 0 | 30 |
| Subject and involved studies | Type | Distance hours | Total hours |
|---|---|---|---|
|
Concurrency and Parallelism
Degree in Computer Engineering
|
Compulsory | 0 | 30 |
Defined tutoring by teacher for 2024/2025 academic course.
| Quarter | Day | Site |
|---|---|---|
| 1st quarter |
Tuesday
10:00 a 14:00 |
Seminario 4.2 |
| 1st quarter |
Thursday
10:00 a 12:00 |
Seminario 4.2 |
| 2nd quarter |
Thursday
10:00 a 14:00 |
Seminario 4.2 |
| 2nd quarter |
Friday
15:30 a 17:30 |
Seminario 4.2 |
Directed or codirected by current teacher since 2013 year.
| Application to support local commerce |
| Ranking of Reddit users applying linear relevance models for mental disorders |
| Virtual Assistant for Navigation and Information Extraction from the Faculty's Website |
| Web application for recommending help resources for mental health disorders |
| Web application for the digitization of information in industrial processes of a company in the dairy sector |
Select merit type and year to query research merits.
Automatic depression score estimation with word embedding models
| Authors | Anxo Pérez, Javier Parapar, Álvaro Barreiro |
| Journal | ARTIFICIAL INTELLIGENCE IN MEDICINE Vol. 132 (pages 102380 to 102392) |
| DOI | https://doi.org/10.1016/j.artmed.2022.102380 |
Bdi-sen: A sentence dataset for clinical symptoms of depression
46th International ACM SIGIR Conference on Research and Development in Information Retrieval
International
| Authors | Anxo Pérez, Javier Parapar, Alvaro Barreiro, Silvia López Larrosa |
| Place | Taipei (Taiwán) |
| DOI | https://doi.org/10.1145/3539618.3591905 |
Psyprof: A platform for assisted screening of depression in social media
45th European Conference on Information Retrieval, ECIR 2023
International
| Authors | Anxo Pérez, Piot, P., Javier Parapar, Álvaro Barreiro |
| Place | Dublin (Irlanda) |
| DOI | https://doi.org/10.1007/978-3-031-28241-6_30 |
Semantic Similarity Models for Depression Severity Estimation
2023 Conference on Empirical Methods in Natural Language Processing (EMNLP)
International
| Authors | Anxo Pérez, Javier Parapar |
| Place | Singapur (Singapur) |
| DOI | https://doi.org/10.18653/v1/2023.emnlp-main.1000 |
Temporal Word Embeddings for Early Detection of Signs of Depression
2nd Joint Conference of the Information Retrieval Communities in Europe (CIRCLE 2022)
International
| Authors | Manuel Couto, Anxo Pérez, Javier Parapar |
| Place | Samatan, Gers (Francia) |
Multiple-Choice Question Answering Models for Automatic Depression Severity Estimation
IV Congreso XoveTIC 2021
International
| Authors | Jorge Gabín, Anxo Pérez, Javier Parapar |
| Organization | Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC) |
| Place | Coruña, A (España) |
| DOI | https://doi.org/10.3390/engproc2021007023 |
Designing an Open Source Virtual Assistant
XOVETIC 2020
International
| Authors | Anxo Pérez, Paula Lopez-Otero, Javier Parapar |
| Organization | Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC) |
| Place | Coruña, A (España) |
Academic or management positions held by teacher.