Romina Torres

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Romina Torres, PhD

Doctor in Computer Engineering, Universidad Técnica Federico Santa María 2014

 https://orcid.org/0000-0003-2705-4298
Calculated based on number of publications stored in Pure and citations from Scopus
20032025

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  • 2025

    Predicting Next Phases of Multi-Stage Network Attacks: A Comparative Study of Statistical and Deep-Learning Models

    Severín, A., Canales, C., Torres, R., Roudergue, C. & Salas, R., 2025, Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications - 27th Iberoamerican Congress, CIARP 2024, Proceedings. Hernández-García, R., Barrientos, R. J. & Velastin, S. A. (eds.). Springer Science and Business Media Deutschland GmbH, p. 219-232 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15369 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • 2024

    LSTM-Based Dynamic Linguistic Decision-Making for Cryptocurrency Selection

    Poblete-Arrué, P., Torres, R., Salazar-Vasquez, V. & Gatica, G., 2024, Proceedings of International Conference on Information Technology and Applications - ICITA 2023. Ullah, A., Anwar, S., Calandra, D. & Di Fuccio, R. (eds.). Springer Science and Business Media Deutschland GmbH, p. 561-574 14 p. (Lecture Notes in Networks and Systems; vol. 839).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Towards an Autonomous Response System. Case: Denial of Service Attacks

    Torres, R. & Cabrera, M., 2024, Advances in Real-Time Intelligent Systems - Real-Time Intelligent Systems 2023. Pichappan, P., Rodriguez Jorge, R. & Chung, Y.-L. (eds.). Springer Science and Business Media Deutschland GmbH, p. 270-283 14 p. (Lecture Notes in Networks and Systems; vol. 950 LNNS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • 2023

    A Human-Centric Cyber Security Training Tool for Prioritizing MSNAs

    Depassier, V. & Torres, R., 2023, Proceedings - 2023 38th IEEE/ACM International Conference on Automated Software Engineering Workshops, ASEW 2023. Institute of Electrical and Electronics Engineers Inc., p. 54-61 8 p. (Proceedings - 2023 38th IEEE/ACM International Conference on Automated Software Engineering Workshops, ASEW 2023).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Scopus citations

  • A Nested-Cascade Machine Learning Based Model for Intrusion Detection Systems

    Torres, R., Solis, M. A., Martinez, V. & Salas, R., 2023, ChileCon 2023 - 2023 IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies. Institute of Electrical and Electronics Engineers Inc., (Proceedings - IEEE CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies, ChileCon).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Scopus citations

  • Explainability of Machine Learning Models for Hydrological Time Series Forecasting: The Case of Neuro-Fuzzy Approaches

    Querales, M., Salas, R., Torres, R., Aguilera, A. & Morales, Y., 2023, International Conference on Electrical, Computer, Communications and Mechatronics Engineering, ICECCME 2023. Institute of Electrical and Electronics Engineers Inc., (International Conference on Electrical, Computer, Communications and Mechatronics Engineering, ICECCME 2023).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Precar: An Adaptive ML-Based Tool for Predicting Cardiovascular Disease

    Poblete, P. & Torres, R., 2023, 2023 42nd IEEE International Conference of the Chilean Computer Science Society, SCCC 2023. IEEE Computer Society, (Proceedings - International Conference of the Chilean Computer Science Society, SCCC).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • 2021

    A virtual platform skin tears learning tool

    Depassier, V., Hevia, H. & Torres, R., 2021, 2021 40th International Conference of the Chilean Computer Science Society, SCCC 2021. IEEE Computer Society, (Proceedings - International Conference of the Chilean Computer Science Society, SCCC; vol. 2021-November).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Machine learning techniques for behavioral feature selection in network intrusion detection systems

    Martinez, V., Salas, R., Tessini, O. & Torres, R., 2021, IET Conference Proceedings. 1 ed. Institution of Engineering and Technology, Vol. 2021. p. 109-114 6 p.

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    2 Scopus citations

  • Taxonomies using the clique percolation method for building a threats observatory

    Torres, R., González, N., Cabrera, M. & Salas, R., 2021, Proceedings - 2021 47th Latin American Computing Conference, CLEI 2021. Institute of Electrical and Electronics Engineers Inc., (Proceedings - 2021 47th Latin American Computing Conference, CLEI 2021).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • 2020

    Brigada Covid: Health education game for preschoolers

    Silva, A., Torres, R. & Von Brand, S., 16 Nov 2020, 2020 39th International Conference of the Chilean Computer Science Society, SCCC 2020. IEEE Computer Society, 9281219. (Proceedings - International Conference of the Chilean Computer Science Society, SCCC; vol. 2020-November).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    4 Scopus citations

  • CyberKids: Video game for raising cyber security awareness in children

    Perez, J., Torres, R. & Von Brand, S., 16 Nov 2020, 2020 39th International Conference of the Chilean Computer Science Society, SCCC 2020. IEEE Computer Society, 9281253. (Proceedings - International Conference of the Chilean Computer Science Society, SCCC; vol. 2020-November).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    7 Scopus citations

  • Framework to prioritize digital transformation initiatives based on the country's development impact

    Cañete, D., Torres, R., Salas, R. & Astudillo, H., 23 Sep 2020, Proceedings of the 13th International Conference on Theory and Practice of Electronic Governance, ICEGOV 2020. Charalabidis, Y., Cunha, M. A. & Sarantis, D. (eds.). Association for Computing Machinery, p. 477-484 8 p. (ACM International Conference Proceeding Series).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    3 Scopus citations

  • Surveillance Platform of cybersecurity maturity of micro and small enterprises

    Gallardo, J., Torres, R. & Tessini, O., 16 Nov 2020, 2020 39th International Conference of the Chilean Computer Science Society, SCCC 2020. IEEE Computer Society, 9281264. (Proceedings - International Conference of the Chilean Computer Science Society, SCCC; vol. 2020-November).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    3 Scopus citations
  • 2019

    Towards a state's digital transformation centered in public values through enterprise architecture

    Canete, D., Torres, R. & Astudillo, H., Nov 2019, 2019 38th International Conference of the Chilean Computer Science Society, SCCC 2019. IEEE Computer Society, 8966446. (Proceedings - International Conference of the Chilean Computer Science Society, SCCC; vol. 2019-November).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • 2017

    Classifying human actions in daily life using computational intelligence techniques

    Torres, R., Poblete, M. & Salas, R., 19 Dec 2017, 2017 CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies, CHILECON 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1-5 5 p. (2017 CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies, CHILECON 2017 - Proceedings; vol. 2017-January).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Scopus citations

  • Towards self-adaptation for Cyber-physical systems using a distributed MAPE-K schema over XMPP

    Torres, R., Aros, M. & Calderón, J. F., 19 Dec 2017, 2017 CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies, CHILECON 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1-5 5 p. (2017 CHILEAN Conference on Electrical, Electronics Engineering, Information and Communication Technologies, CHILECON 2017 - Proceedings; vol. 2017-January).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    2 Scopus citations
  • 2016

    Building an IoT-aware healthcare monitoring system

    Jimenez, F. & Torres, R., 23 Feb 2016, Proceedings - 2015 34th International Conference of the Chilean Computer Science Society, SCCC 2015. IEEE Computer Society, 7416592. (Proceedings - International Conference of the Chilean Computer Science Society, SCCC; vol. 2016-February).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    14 Scopus citations

  • Decentralized Strategy for Supporting Multi-agent Negotiation of Several Aspects of Different Products

    Biscay, D., Torres, R., Aliquintuy, M., Astudillo, H. & Salas, R., 1 Sep 2016, Proceedings - 2014 33rd International Conference of the Chilean Computer Science Society, SCCC 2014. IEEE Computer Society, p. 34-38 5 p. 7559669. (Proceedings - International Conference of the Chilean Computer Science Society, SCCC; vol. 2016-September).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • VirtualMarket: Extending Chilecompra with Agent Capabilities for Identifying Providers Associativity Opportunities and Negotiate Alliance Participation

    Torres, R., Biscay, D., Salas, R., Cornejo, O., Aliquintuy, M. & Astudillo, H., 1 Sep 2016, Proceedings - 2014 33rd International Conference of the Chilean Computer Science Society, SCCC 2014. IEEE Computer Society, p. 39-43 5 p. 7559670. (Proceedings - International Conference of the Chilean Computer Science Society, SCCC; vol. 2016-September).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • 2014

    Managing [email protected] with a linguistic decision making approach

    Torres, R. & Astudillo, H., 2014, CIBSE2014: Proceedings of the 17th Ibero-American Conference Software Engineering. Universidad de la Frontera, p. 589-602 14 p. (CIBSE 2014: Proceedings of the 17th Ibero-American Conference Software Engineering).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Managing [email protected] with a linguistic decision making approach

    Torres, R. & Astudillo, H., 2014, Anais do WER 2014 - Workshop em Engenharia de Requisitos. Giachetti, G. & Lucena, M. (eds.). PUC-Rio, Pontificia Universidade Catolica do Rio de Janeiro, (Anais do WER 2014 - Workshop em Engenharia de Requisitos).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • 2013

    Addressing the QoS drift in specification models of self-adaptive service-based systems

    Torres, R., Bencomo, N. & Astudillo, H., 2013, 2013 2nd International Workshop on Realizing Artificial Intelligence Synergies in Software Engineering, RAISE 2013 - Proceedings. p. 28-34 7 p. 6615201. (2013 2nd International Workshop on Realizing Artificial Intelligence Synergies in Software Engineering, RAISE 2013 - Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    2 Scopus citations

  • Mitigating the obsolescence of specification models of service-based systems

    Torres, R., 2013, 2013 35th International Conference on Software Engineering, ICSE 2013 - Proceedings. p. 1462-1464 3 p. 6606745. (Proceedings - International Conference on Software Engineering).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    3 Scopus citations
  • 2012

    From virtual organizations to self-organizing web service compositions

    Torres, R., Rivera, D. & Astudillo, H., 2012, Proceedings - 2011 30th International Conference of the Chilean Computer Science Society, SCCC 2011. p. 179-186 8 p. 6363396. (Proceedings - International Conference of the Chilean Computer Science Society, SCCC).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    2 Scopus citations

  • Market-awareness in service-based systems

    Torres, R., Bencomo, N. & Astudillo, H., 2012, Proceedings - 2012 IEEE 6th International Conference on Self-Adaptive and Self-Organizing Systems Workshops, SASOW 2012. p. 169-174 6 p. 6498398. (Proceedings - 2012 IEEE 6th International Conference on Self-Adaptive and Self-Organizing Systems Workshops, SASOW 2012).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    1 Scopus citations

  • Market-aware requirements

    Torres, R. & Astudillo, H., 2012, WER 2012 - 15th Workshop on Requirements Engineering. (WER 2012 - 15th Workshop on Requirements Engineering).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    4 Scopus citations

  • Mitigating the obsolescence of quality specifications models in service-based systems

    Torres, R., Bencomo, N. & Astudillo, H., 2012, 2012 2nd IEEE International Workshop on Model-Driven Requirements Engineering, MoDRE 2012 - Proceedings. p. 68-76 9 p. 6360076. (2012 2nd IEEE International Workshop on Model-Driven Requirements Engineering, MoDRE 2012 - Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    8 Scopus citations

  • Recommending APIs for mashup completion using association rules mined from real usage data

    Tapia, B., Torres, R., Astudillo, H. & Ortega, P., 2012, Proceedings - 2011 30th International Conference of the Chilean Computer Science Society, SCCC 2011. p. 83-89 7 p. 6363386. (Proceedings - International Conference of the Chilean Computer Science Society, SCCC).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    12 Scopus citations

  • Web service compositions which emerge from virtual organizations with fair agreements

    Torres, R., Rivera, D. & Astudillo, H., 2012, Agent and Multi-Agent Systems: Technologies and Applications - 6th KES International Conference, KES-AMSTA 2012, Proceedings. p. 34-43 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7327 LNAI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    3 Scopus citations
  • 2011

    Externalizing the autopoietic part of Software to achieve self-adaptability

    Torres, R. & Astudillo, H., 2011, Proceedings - 2011 IEEE World Congress on Services, SERVICES 2011. p. 107-114 8 p. 6012701. (Proceedings - 2011 IEEE World Congress on Services, SERVICES 2011).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    1 Scopus citations

  • Improving the component discovery process by leveraging automatic sensitive analysis

    Torres, R. & Astudillo, H., 2011, Proceedings - 5th Brazilian Symposium on Software Components, Architectures and Reuse, SBCARS 2011. p. 81-89 9 p. 6114539. (Proceedings - 5th Brazilian Symposium on Software Components, Architectures and Reuse, SBCARS 2011).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Improving Web API discovery by leveraging social information

    Torres, R., Tapia, B. & Astudillo, H., 2011, Proceedings - 2011 IEEE 9th International Conference on Web Services, ICWS 2011. IEEE Computer Society, p. 744-745 2 p. 6009479. (Proceedings - 2011 IEEE 9th International Conference on Web Services, ICWS 2011).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    37 Scopus citations

  • Self-adaptive fuzzy QoS-driven web service discovery

    Torres, R., Astudillo, H. & Salas, R., 2011, Proceedings - 2011 IEEE International Conference on Services Computing, SCC 2011. p. 64-71 8 p. 6009245. (Proceedings - 2011 IEEE International Conference on Services Computing, SCC 2011).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    31 Scopus citations

  • Simplifying mashup component selection with a combined similarity- and social-based technique

    Tapia, B., Torres, R. & Astudillo, H., 2011, Proceedings of the 5th International Workshop on Web APIs and Service Mashups, Mashups 2011. 8. (ACM International Conference Proceeding Series).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    25 Scopus citations
  • 2010

    Mashup composition of web services using semantic virtual organizations

    Translated title of the contribution: Mashup composition of web services using semantic virtual organizationsTorres, R. D., 2010, CIbSE 2010 - Actas - 13th Conferencia Iberoamericana en "Software Engineering". p. 333-334 2 p. (CIbSE 2010 - Actas - 13th Conferencia Iberoamericana en "Software Engineering").

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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