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Francisco J. Novoa
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A review on machine learning approaches and trends in drug discovery
P Carracedo-Reboredo, J Liñares-Blanco, N Rodríguez-Fernández, ...
Computational and structural biotechnology journal 19, 4538-4558, 2021
2042021
Early detection of depression: social network analysis and random forest techniques
F Cacheda, D Fernandez, FJ Novoa, V Carneiro
Journal of medical Internet research 21 (6), e12554, 2019
1812019
Early detection of cyberbullying on social media networks
MF López-Vizcaíno, FJ Nóvoa, V Carneiro, F Cacheda
Future Generation Computer Systems 118, 219-229, 2021
602021
Ontologies of drug discovery and design for neurology, cardiology and oncology
J M Vazquez-Naya, M Martinez-Romero, A B Porto-Pazos, F Novoa, ...
Current pharmaceutical design 16 (24), 2724-2736, 2010
582010
Analysis and Experiments on Early Detection of Depression.
F Cacheda, DF Iglesias, FJ Nóvoa, V Carneiro
CLEF (Working Notes) 2125, 43, 2018
322018
Mixing numerical and categorical data in a Self-Organizing Map by means of frequency neurons
C Del Coso, D Fustes, C Dafonte, FJ Nóvoa, JM Rodríguez-Pedreira, ...
Applied Soft Computing 36, 246-254, 2015
312015
Automatic multiscale vascular image segmentation algorithm for coronary angiography
A Carballal, FJ Novoa, C Fernandez-Lozano, M García-Guimaraes, ...
Biomedical Signal Processing and Control 46, 1-9, 2018
262018
Early intrusion detection for OS scan attacks
M López-Vizcaíno, FJ Novoa, D Fernández, V Carneiro, F Cacheda
2019 IEEE 18th International Symposium on Network Computing and Applications …, 2019
132019
A genetic algorithms-based approach for optimizing similarity aggregation in ontology matching
M Martínez-Romero, JM Vázquez-Naya, FJ Nóvoa, G Vázquez, J Pereira
Advances in Computational Intelligence: 12th International Work-Conference …, 2013
132013
IoT dataset validation using machine learning techniques for traffic anomaly detection
L Vigoya, D Fernandez, V Carneiro, FJ Novoa
Electronics 10 (22), 2857, 2021
102021
Development of a DICOM server for the reception and storage of medical images in digital format
FJ Novoa, AF Castro, J Pereira, A Pazos
WSEAS Transactions on Computer, 2134-2139, 2004
72004
Network anomaly detection using machine learning techniques
JJ Estévez-Pereira, D Fernández, FJ Novoa
Proceedings 54 (1), 8, 2020
62020
Mouse Behavior Analysis Based on Artificial Intelligence as a Second-Phase Authentication System
D Garabato, J Rodríguez García, FJ Novoa, C Dafonte
Proceedings 21 (1), 29, 2019
62019
Network data unsupervised clustering to anomaly detection
M López-Vizcaíno, C Dafonte, FJ Nóvoa, D Garabato, MA Álvarez
Proceedings 2 (18), 1173, 2018
62018
AI-based user authentication reinforcement by continuous extraction of behavioral interaction features
D Garabato, C Dafonte, R Santovena, A Silvelo, FJ Novoa, M Manteiga
Neural Computing and Applications 34 (14), 11691-11705, 2022
52022
A practical application of a dataset analysis in an intrusion detection system
D Fernandez, L Vigoya, F Cacheda, FJ Novoa, MF Lopez-Vizcaino, ...
2018 IEEE 17th International Symposium on Network Computing and Applications …, 2018
52018
Tools for managing network traffic flows: A comparative analysis
D Fernandez, H Lorenzo, FJ Novoa, F Cacheda, V Carneiro
2017 IEEE 16th International Symposium on Network Computing and Applications …, 2017
52017
E-Health application: Development of a Web Framework for the creation and application of metric systems to the digital medical image
JA Pernas, S Pellit, FJ Novoa, JM Vazquez, R Grande, J Pereira, ...
6th WSEAS International Conference on E-ACTIVITIES, Tenerife, Spain, 328-332, 2007
42007
Measuring Early Detection of Anomalies
MF López-Vizcaíno, FJ Novoa, D Fernández, F Cacheda
IEEE Access 10, 127695-127707, 2022
32022
Development and implementation of a secure, integrated management system for medical images and electronic clinical records for small hospitals
J Pereira, AF Castro, JL Perez, FJ Novoa, JM Vázquez, J Teijeiro, ...
Telemedicine and e-Health 13 (3), 303-312, 2007
32007
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Articles 1–20