Carlos Vega

Carlos Vega

Doctor, PhD

    • rue Thomas Edison, 1

      1445 Luxembourg

      Luxembourg

    • 84
      Citations
    20172024

    Research activity per year

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    • 2022

      The Need of Standardised Metadata to Encode Causal Relationships: Towards Safer Data-Driven Machine Learning Biological Solutions

      Garcia Santa Cruz, B., Vega, C. & Hertel, F., 2022, Computational Intelligence Methods for Bioinformatics and Biostatistics - 17th International Meeting, CIBB 2021, Revised Selected Papers. Chicco, D., Facchiano, A., Tavazzi, E., Longato, E., Vettoretti, M., Bernasconi, A., Avesani, S. & Cazzaniga, P. (eds.). Springer Science and Business Media Deutschland GmbH, p. 200-216 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13483 LNBI).

      Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

      Open Access
      3 Citations (Scopus)
    • Translational Challenges of Biomedical Machine Learning Solutions in Clinical and Laboratory Settings

      Vega, C., Kratochvil, M., Satagopam, V. & Schneider, R., 2022, Bioinformatics and Biomedical Engineering - 9th International Work-Conference, IWBBIO 2022, Proceedings. Rojas, I., Valenzuela, O., Rojas, F., Herrera, L. J. & Ortuño, F. (eds.). Springer Science and Business Media Deutschland GmbH, p. 353-358 6 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13347 LNBI).

      Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

      Open Access
      2 Citations (Scopus)
    • 2018

      KISS Methodologies for Network Management and Anomaly Detection

      Vega, C., Aracil, J. & Magana, E., 30 Nov 2018, 2018 26th International Conference on Software, Telecommunications and Computer Networks, SoftCOM 2018. Begusic, D., Saric, M., Radic, J. & Rozic, N. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 181-186 6 p. 8555785. (2018 26th International Conference on Software, Telecommunications and Computer Networks, SoftCOM 2018).

      Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

      Open Access
      3 Citations (Scopus)
    • 2017

      Diluting the Scalability Boundaries: Exploring the Use of Disaggregated Architectures for High-Level Network Data Analysis

      Vega, C., Zazo, J. F., Meyer, H., Zyulkyarov, F., Lopez-Buedo, S. & Aracil, J., 2 Jul 2017, Proceedings - 2017 IEEE 19th Intl Conference on High Performance Computing and Communications, HPCC 2017, 2017 IEEE 15th Intl Conference on Smart City, SmartCity 2017 and 2017 IEEE 3rd Intl Conference on Data Science and Systems, DSS 2017. Institute of Electrical and Electronics Engineers Inc., p. 340-347 8 p. (Proceedings - 2017 IEEE 19th Intl Conference on High Performance Computing and Communications, HPCC 2017, 2017 IEEE 15th Intl Conference on Smart City, SmartCity 2017 and 2017 IEEE 3rd Intl Conference on Data Science and Systems, DSS 2017; vol. 2018-January).

      Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

      Open Access
      3 Citations (Scopus)
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