Publications (102) JOSÉ CAMACHO PÁEZ publications

2024

  1. A Simulation Study of the Effects of Additive, Multiplicative, Correlated, and Uncorrelated Errors on Principal Component Analysis

    Journal of Chemometrics

  2. ANOVA Simultaneous Component Analysis for the Efficient Exploration of Massive Network Traffic

    Proceedings of IEEE/IFIP Network Operations and Management Symposium 2024, NOMS 2024

  3. Coupled Design and Analysis of Experiments in Network Management

    Proceedings of IEEE/IFIP Network Operations and Management Symposium 2024, NOMS 2024

  4. Interpretable Feature Learning in Multivariate Big Data Analysis for Network Monitoring

    IEEE Transactions on Network and Service Management, Vol. 21, Núm. 3, pp. 2926-2943

  5. Population Power Curves in ASCA With Permutation Testing

    Journal of Chemometrics

  6. 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

  1. Evaluation of the Limit of Detection in Network Dataset Quality Assessment with PerQoDA

    Communications in Computer and Information Science

  2. Generating a Mobility-Pattern Database for Urban Traffic Monitoring Using Distributed Acoustic Sensing

    International Geoscience and Remote Sensing Symposium (IGARSS)

  3. 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

  4. Permutation tests for ASCA in multivariate longitudinal intervention studies

    Journal of Chemometrics, Vol. 37, Núm. 7

  5. 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

  6. Variable-selection ANOVA Simultaneous Component Analysis (VASCA)

    Bioinformatics (Oxford, England), Vol. 39, Núm. 1

2022

  1. A novel zero-trust network access control scheme based on the security profile of devices and users

    Computer Networks, Vol. 212

  2. 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

  3. Predicting dynamic response to neoadjuvant chemotherapy in breast cancer: a novel metabolomics approach

    Molecular Oncology, Vol. 16, Núm. 14, pp. 2658-2671

  4. UNITE: Integrated IoT-Edge-Cloud Continuum

    2022 IEEE 8th World Forum on Internet of Things, WF-IoT 2022

2021

  1. ARANAC: A Bring-Your-Own-Permissions Network Access Control Methodology for Android Devices

    IEEE Access, Vol. 9, pp. 101321-101334

  2. All sparse PCA models are wrong, but some are useful. Part II: Limitations and problems of deflation

    Chemometrics and Intelligent Laboratory Systems, Vol. 208

  3. 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

  4. 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