Víctor Manuel
Carneiro Díaz
Profesor Titular de Universidad
Publicaciones (74) Publicaciones de Víctor Manuel Carneiro Díaz
2024
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Semantic Hierarchical Classification Applied to Anomaly Detection Using System Logs with a BERT Model
Applied Sciences (Switzerland), Vol. 14, Núm. 13
2023
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Application of Machine Learning Algorithms for the Validation of a New CoAP-IoT Anomaly Detection Dataset
Applied Sciences (Switzerland), Vol. 13, Núm. 7
2022
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Methodology for Identification and Classifying of Cybercrime on Tor Network through the Use of Cryptocurrencies Based on Web Textual Contents
Computacion y Sistemas, Vol. 26, Núm. 1, pp. 347-356
2021
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Dataset anotado para detección de anomalías en un CPD con sensores IoT
JITEL 2021 Libro de Actas: XV Jornadas de Ingeniería Telemática, A Coruña 2021
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Detección temprana de cyberbullying en redes sociales
JITEL 2021 Libro de Actas: XV Jornadas de Ingeniería Telemática, A Coruña 2021
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Early detection of cyberbullying on social media networks
Future Generation Computer Systems, Vol. 118, pp. 219-229
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IoT dataset validation using machine learning techniques for traffic anomaly detection
Electronics (Switzerland), Vol. 10, Núm. 22
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JITEL 2021 Libro de Actas: XV Jornadas de Ingeniería Telemática, A Coruña 2021
ed. lit.
Universidade da Coruña
2020
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A Content-Based Approach to Profile Expansion
International Journal of Uncertainty, Fuzziness and Knowlege-Based Systems, Vol. 28, Núm. 6, pp. 981-1002
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Annotated dataset for anomaly detection in a data center with iot sensors
Sensors (Switzerland), Vol. 20, Núm. 13, pp. 1-23
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HOPE (High Order Profile Expansion) for the new user problem on recommender systems
CEUR Workshop Proceedings
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Probabilistic Object Detection: Definition and Evaluation
2020 IEEE WINTER CONFERENCE ON APPLICATIONS OF COMPUTER VISION (WACV)
2019
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Anomaly Detection in IoT:: Methods, Techniques and Tools
XoveTIC 2019: The 2nd XoveTIC Conference (XoveTIC 2019), A Coruña, Spain, 5–6 September
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Bayesian Generative Active Deep Learning
INTERNATIONAL CONFERENCE ON MACHINE LEARNING, VOL 97
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Early Intrusion Detection for OS Scan Attacks
2019 IEEE 18th International Symposium on Network Computing and Applications, NCA 2019
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Early detection of depression: Social network analysis and random forest techniques
Journal of Medical Internet Research, Vol. 21, Núm. 6
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High Order Profile Expansion to tackle the new user problem on recommender systems
PLoS ONE, Vol. 14, Núm. 11
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Metrics and techniques for early detection in communication networks
Iberian Conference on Information Systems and Technologies, CISTI
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Metrics and techniques for early detection in communication networks
2019 14TH IBERIAN CONFERENCE ON INFORMATION SYSTEMS AND TECHNOLOGIES (CISTI)
2018
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A Practical Application of a Dataset Analysis in an Intrusion Detection System
2018 IEEE 17TH INTERNATIONAL SYMPOSIUM ON NETWORK COMPUTING AND APPLICATIONS (NCA)