| Department | Computer Science and Information Technologies |
| Knowledgment area | Telecommunications Software Engineering |
| Research | Research group Telemática |
| Research lines | No data available from Curriculum Management System at UDC. (SUXI). |
| Contacto | UDC directory |
| Orcid id0000-0001-8979-9880 ResearcherIDK-3916-2018 Scopus57205427026 | |
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 |
|---|---|---|---|
| Cybersecurity in IoT | Compulsory | 0 | 15.75 |
| Internet: Networks and Data | Core | 0 | 120 |
| Networks | Compulsory | 0 | 60 |
| Networks | Compulsory | 0 | 60 |
| Subject and involved studies | Type | Distance hours | Total hours |
|---|---|---|---|
|
Final Year Dissertation. Mention in Information Technology
Degree in Computer Engineering
|
Compulsory | 0 | 4 |
|
Internet: Networks and Data
Degree in Data Science and Engineering
|
Core | 0 | 120 |
|
Networks
Degree in Computer Engineering
|
Compulsory | 0 | 60 |
|
Networks
Degree in Artificial Intelligence
|
Compulsory | 0 | 60 |
| Subject and involved studies | Type | Distance hours | Total hours |
|---|---|---|---|
|
Internet: Networks and Data
Degree in Data Science and Engineering
|
Core | 0 | 90 |
|
Networks
Degree in Computer Engineering
|
Compulsory | 0 | 130 |
| Subject and involved studies | Type | Distance hours | Total hours |
|---|---|---|---|
|
Internet: Networks and Data
Degree in Data Science and Engineering
|
Core | 0 | 90 |
|
Networks
Degree in Computer Engineering
|
Compulsory | 0 | 150 |
| Subject and involved studies | Type | Distance hours | Total hours |
|---|---|---|---|
|
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 | 8 |
|
Internet: Networks and Data
Degree in Data Science and Engineering
|
Core | 0 | 90 |
|
Networks
Degree in Computer Engineering
|
Compulsory | 0 | 150 |
| Subject and involved studies | Type | Distance hours | Total hours |
|---|---|---|---|
|
Internet: Networks and Data
Degree in Data Science and Engineering
|
Core | 0 | 90 |
|
Networks
Degree in Computer Engineering
|
Compulsory | 0 | 210 |
Defined tutoring by teacher for 2024/2025 academic course.
| Quarter | Day | Site |
|---|---|---|
| 1st quarter |
Wednesday
16:00 a 17:00 |
Laboratorio 1.1 |
| 1st quarter |
Thursday
11:00 a 12:00 |
Laboratorio 1.1 |
| 2nd quarter |
Monday
10:30 a 12:30 |
D3.07 A.C. |
| 2nd quarter |
Tuesday
10:30 a 12:30 |
D3.07 A.C. |
| 2nd quarter |
Tuesday
15:30 a 17:30 |
D3.07 A.C. |
Directed or codirected by current teacher since 2013 year.
| Anomaly detection on IoT networks based on Self Organizing Maps |
| Development of tool for network topology exploration based on OSPF data |
| Labeling tool for network traffic unsupervised clustering |
Select merit type and year to query research merits.
Framework para la internacionalización automatizada de código mediante la adaptación de TAAL
| Funding entity | AT Sistemas - Aplicaciones y Tratamientos de Sistemas S.A. |
| Main researches | Jose Carlos Dafonte Vázquez y Víctor Carneiro Díaz |
| Type | Contrato |
| Dates | From 01/01/2019 to 30/06/2019 |
Asesoramento na implantación de tecnoloxías Big Data e técnicas de Minería de Datos
| Funding entity | FUNDACIÓN PROFESOR NOVOA SANTOS |
| Main researches | José Carlos Dafonte Vázquez, Francisco Javier Nóvoa de Manuel |
| Type | Contrato |
| Dates | From 04/07/2017 to 03/09/2017 |
Aplicación de técnicas de Inteligencia Artificial no supervisadas para la detección de perfiles de usuario, targets, orientados al marketing online
| Funding entity | Vippter S.L. |
| Main researches | José Carlos Dafonte Vázquez |
| Type | Contrato |
| Dates | From 09/07/2016 to 09/11/2017 |
TAAL: Framework para la transformación automática de átomos elementales en lenguajes de tercera generación
| Type | Software Registrado |
| Entity | Universidade da Coruña (UDC) |
| Authors | José Carlos Dafonte Vázquez, Víctor Carneiro, Angel Gómez García, Francisco Javier Nóvoa De Manuel, Diego Fernández Iglesias, Raul Santoveña, M. F. López-Vizcaíno, Diego Trabazo |
| Application date | 27/03/2019 |
| Approval date | 06/08/2019 |
Modelo dual para la detección temprana de anomalías: DUMEDA
| Type | Propiedad Intelectual |
| Entity | Universidade da Coruña (UDC) |
| Authors | Fidel Cacheda, Diego Fernández Iglesias, Francisco Javier Nóvoa De Manuel, Víctor Carneiro, M. F. López-Vizcaíno, Laura V. Vigoya |
| Application date | 12/11/2019 |
| Approval date | 06/02/2020 |
Time Aware F-Score for Cybersecurity Early Detection Evaluation
| Authors | M. F. López-Vizcaíno, Francisco Javier Nóvoa De Manuel, Diego Fernández Iglesias, Fidel Cacheda |
| Journal | Applied Sciences |
| DOI | https://doi.org/10.3390/app14020574 |
Site Agnostic Approach to Early Detection of Cyberbullying on Social Media Networks
| Authors | M. F. López-Vizcaíno, Francisco Javier Nóvoa De Manuel, T. Artieres, Fidel Cacheda Seijo |
| Journal | Sensors Vol. 23 |
| DOI | https://doi.org/10.3390/s23104788 |
Measuring Early Detection of Anomalies
| Authors | M. F. López-Vizcaíno, Francisco Javier Nóvoa De Manuel, Diego Fernández Iglesias, Fidel Cacheda |
| Journal | IEEE Access Vol. 10 (pages 127695 to 127707) |
| DOI | https://doi.org/10.1109/access.2022.3224467 |
Early detection of cyberbullying on social media networks
| Authors | M. F. López-Vizcaíno, Francisco Javier Nóvoa De Manuel, Víctor Carneiro, Fidel Cacheda Seijo |
| Journal | FUTURE GENERATION COMPUTER SYSTEMS Vol. 118 (pages 219 to 229) |
Early Identification of Academic Failure on Higher Education: Predicting Students' Performance using AI
International Conference on Education and New Developments (END 2023)
International
| Authors | Fidel Cacheda, M. F. López-Vizcaíno, Diego Fernández Iglesias, Víctor Carneiro |
| Organization | World Institute for Advanced Research and Science (WIARS) |
| Place | Lisboa (Portugal) |
| DOI | https://doi.org/10.36315/2023v1end047 |
Detección de fracaso académico en docencia de redes de computadores usando IA
XVI Jornadas de Ingeniería Telemática (JITEL 23)
National
| Authors | Carneiro, V, Fidel Cacheda, Diego Fernández Iglesias, M. F. López-Vizcaíno |
| Organization | Sociedad Científica de Ingeniería Telemática (SCITEL) |
| Place | Barcelona (España) |
Midiendo la detección temprana de anomalías
XVI Jornadas de Ingeniería Telemática (JITEL 23)
National
| Authors | M. F. López-Vizcaíno, Francisco Javier Nóvoa De Manuel, Diego Fernández Iglesias, Fidel Cacheda |
| Organization | Sociedad Científica de Ingeniería Telemática (SCITEL) |
| Place | Barcelona (España) |
Auditoría Wi-Fi basada en placas de bajo coste
XV Jornadas de Ingeniería Telemática (JITEL 2021)
National
| Authors | Anxo Otero, Carlos Dafonte, Diego Fernández Iglesias, Fidel Cacheda, M. F. López-Vizcaíno, Francisco Javier Nóvoa De Manuel |
| Organization | Universidade da Coruña |
| Place | Coruña, A (España) |
Development of a pipeline for streaming data ingestion in an AI-based anomaly detection system
IV Congreso XoveTIC 2021
International
| Authors | Iván Perrin, M. F. López-Vizcaíno, M.A. Álvarez, D. Garabato, Francisco Javier Nóvoa De Manuel |
| Organization | Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC) |
| Place | Coruña, A (España) |
Detección temprana de cyberbulling en redes sociales
XV Jornadas de Ingeniería Telemática (JITEL 2021)
National
| Authors | M. F. López-Vizcaíno, Francisco Javier Nóvoa De Manuel, Víctor Carneiro, Fidel Cacheda Seijo |
| Organization | Universidade da Coruña |
| Place | Coruña, A (España) |
Métricas y técnicas para detección temprana en redes de comunicaciones
Proceedings of the 14th Iberian Conference on Information Systems and Technologies (CISTI2019)
International
| Authors | M. F. López-Vizcaíno, Fidel Cacheda, Francisco Javier Nóvoa De Manuel, Víctor Carneiro |
| Place | Coimbra (Portugal) |
| DOI | https://doi.org/10.23919/cisti.2019.8760633 |
Time-Aware Detection Systems
XoveTIC 2019
International
| Authors | M. F. López-Vizcaíno, Laura Vigoya, Fidel Cacheda, Francisco Javier Nóvoa De Manuel |
| Organization | Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC) |
| Place | Coruña, A (España) |
| DOI | https://doi.org/10.3390/proceedings2019021039 |
Anomaly Detection in IoT: Methods, Techniques and Tools
XoveTIC 2019
International
| Authors | Laura V. Vigoya, M. F. López-Vizcaíno, Diego Fernández Iglesias, Víctor Carneiro |
| Organization | Centro de Investigación en Tecnoloxías da Información e as Comunicacións (CITIC) |
| Place | Coruña, A (España) |
| DOI | https://doi.org/10.3390/proceedings2019021004 |
Early Intrusion Detection for OS Scan Attacks
IEEE 18th International Symposium on Network Computing and Applications (NCA 2019)
International
| Authors | M. F. López-Vizcaíno, Francisco Javier Nóvoa De Manuel, Diego Fernández Iglesias, Víctor Carneiro, Fidel Cacheda |
| Organization | IEEE Communitation Society |
| Place | Boston (Estados Unidos) |
Network Data Flow Clustering based on Unsupervised Learning
IEEE 18th International Symposium on Network Computing and Applications (NCA 2019)
International
| Authors | M. F. López-Vizcaíno, José Carlos Dafonte Vázquez, Francisco Javier Nóvoa De Manuel, D. Garabato, M.A. Álvarez, Diego Fernández Iglesias |
| Organization | IEEE Communitation Society |
| Place | Boston (Estados Unidos) |
| DOI | https://doi.org/10.1109/nca.2019.8935041 |
Network Data Unsupervised Clustering to Anomaly Detection
I Congreso XoveTIC
Autonomous
| Authors | M. F. López-Vizcaíno, Carlos Dafonte, Francisco Javier Nóvoa De Manuel, D. Garabato, M.A. Álvarez |
| Place | Coruña, A (España) |
| DOI | https://doi.org/10.3390/proceedings2181173 |
A Practical Application of a Dataset Analysis in an Intrusion Detection System
IEEE 17th International Symposium on Network Computing and Applications (NCA 2018)
International
| Authors | Diego Fernández Iglesias, Laura Vigoya, Fidel Cacheda, Francisco Javier Nóvoa De Manuel, M. F. López-Vizcaíno, Víctor Carneiro |
| Organization | IEEE Communitation Society |
| Place | Boston (Estados Unidos) |
Mecanismos de selección de target orientado a marketing online: Vippter
Machine Learning Workshop Galicia 2017
Autonomous
| Authors | M. F. López-Vizcaíno, José Carlos Dafonte Vázquez, Francisco Javier Nóvoa De Manuel, D. Garabato, M.A. Álvarez |
| Organization | CITIUS |
| Place | Santiago de Compostela (España) |
Academic or management positions held by teacher.