JOSÉ
CAMACHO PÁEZ
CATEDRÁTICO DE UNIVERSIDAD
Publicaciones (97) Publicaciones de JOSÉ CAMACHO PÁEZ
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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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
2021
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ARANAC: A Bring-Your-Own-Permissions Network Access Control Methodology for Android Devices
IEEE Access, Vol. 9, pp. 101321-101334
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All sparse PCA models are wrong, but some are useful. Part II: Limitations and problems of deflation
Chemometrics and Intelligent Laboratory Systems, Vol. 208
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Mining social interactionsin connection traces of a campus wi-fi network
Proceedings of the 2021 SIGCOMM 2021 Poster and Demo Sessions, Part of SIGCOMM 2021
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Network Tomography and Partial Least Squares for Traffic Matrix Estimation
Proceedings of the 2021 17th International Conference on Network and Service Management: Smart Management for Future Networks and Services, CNSM 2021
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PLS-DA vs sparse PLS-DA in food traceability. A case study: Authentication of avocado samples
Talanta, Vol. 224
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Present and Future of Network Security Monitoring
IEEE Access, Vol. 9, pp. 112744-112760
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Recurring verification of interaction authenticity within bluetooth networks
WiSec 2021 - Proceedings of the 14th ACM Conference on Security and Privacy in Wireless and Mobile Networks
2020
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4.18 - Chemometrics Analysis of Big Data
Comprehensive Chemometrics: Chemical and Biochemical Data Analysis, Second Edition: Four Volume Set (Elsevier), pp. 437-458