CoDaS Lab
Computational Data Science Laboratory
Publicaciones (13) Publicaciones en las que ha participado algún/a investigador/a
2024
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Interpretable Feature Learning in Multivariate Big Data Analysis for Network Monitoring
IEEE Transactions on Network and Service Management
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Replicate analysis for uncertainty estimation in PARAFAC and PARAFASCA analyses of factorial metabolomics data
Data Handling in Science and Technology (Elsevier Ltd), pp. 61-81
2023
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Evaluation of the Limit of Detection in Network Dataset Quality Assessment with PerQoDA
Communications in Computer and Information Science
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Generating a Mobility-Pattern Database for Urban Traffic Monitoring Using Distributed Acoustic Sensing
International Geoscience and Remote Sensing Symposium (IGARSS)
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On the complementary nature of ANOVA simultaneous component analysis (ASCA+) and Tucker3 tensor decompositions on designed multi-way datasets
Journal of Chemometrics, Vol. 37, Núm. 11
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Permutation tests for ASCA in multivariate longitudinal intervention studies
Journal of Chemometrics, Vol. 37, Núm. 7
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Quality In / Quality Out: Data quality more relevant than model choice in anomaly detection with the UGR'16
Proceedings of IEEE/IFIP Network Operations and Management Symposium 2023, NOMS 2023
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Variable-selection ANOVA Simultaneous Component Analysis (VASCA)
Bioinformatics (Oxford, England), Vol. 39, Núm. 1
2022
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A novel zero-trust network access control scheme based on the security profile of devices and users
Computer Networks, Vol. 212
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Anomaly Detection in Log Files Using Selected Natural Language Processing Methods
Applied Sciences (Switzerland), Vol. 12, Núm. 10
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Dataset Quality Assessment in Autonomous Networks with Permutation Testing
Proceedings of the IEEE/IFIP Network Operations and Management Symposium 2022: Network and Service Management in the Era of Cloudification, Softwarization and Artificial Intelligence, NOMS 2022
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Predicting dynamic response to neoadjuvant chemotherapy in breast cancer: a novel metabolomics approach
Molecular Oncology, Vol. 16, Núm. 14, pp. 2658-2671
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UNITE: Integrated IoT-Edge-Cloud Continuum
2022 IEEE 8th World Forum on Internet of Things, WF-IoT 2022