Diego
Fernández Iglesias
Profesor Contratado Doctor
Víctor Manuel
Carneiro Díaz
Profesor Titular de Universidad
Publicaciones en las que colabora con Víctor Manuel Carneiro Díaz (26)
2024
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Data-Driven Early Academic Intervention: Harnessing AI for Students Achievement
International Journal of Information and Education Technology, Vol. 14, Núm. 10, pp. 1328-1334
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
2021
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IoT dataset validation using machine learning techniques for traffic anomaly detection
Electronics (Switzerland), Vol. 10, Núm. 22
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
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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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
2018
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A practical application of a dataset analysis in an intrusion detection system
NCA 2018 - 2018 IEEE 17th International Symposium on Network Computing and Applications
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Analysis and experiments on early detection of depression
CEUR Workshop Proceedings
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GAME TECHNIQUES TO PROMOTE CONTINUOUS TRAINING OF STUDENTS
12TH INTERNATIONAL TECHNOLOGY, EDUCATION AND DEVELOPMENT CONFERENCE (INTED)
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Un concurso de cortos para el refuerzo pedagógico y la mejora de la participación del alumnado
Contextos universitarios transformadores: retos e ideas innovadoras. II Xornadas de Innovación Docente
2017
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Advancing Network Flow Information Using Collaborative Filtering
International Journal of Uncertainty, Fuzziness and Knowlege-Based Systems, Vol. 25, pp. 97-112
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INNOVATION TOOL TO EASE EVALUATION TASKS IN COMPUTER HETEROGENEOUS ENVIRONMENTS USING SOFTWARE CONTAINERS
10TH INTERNATIONAL CONFERENCE OF EDUCATION, RESEARCH AND INNOVATION (ICERI2017)
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Tools for managing network traffic flows: A comparative analysis
2017 IEEE 16th International Symposium on Network Computing and Applications, NCA 2017
2016
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Using Collaborative Filtering in a new domain: Traffic analysis
ACM International Conference Proceeding Series
2015
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Distributed architecture for k-nearest neighbors recommender systems
World Wide Web, Vol. 18, Núm. 4, pp. 997-1017
2013
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Using profile expansion techniques to alleviate the new user problem
Information Processing and Management, Vol. 49, Núm. 3, pp. 659-672