Iacopo Vagliano

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Iacopo Vagliano

 https://orcid.org/0000-0002-3066-9464
20132023

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  • 2023

    Autoencoder-based prediction of ICU clinical codes

    Yordanov, T. R., Abu-Hanna, A., Ravelli, A. C. J. & Vagliano, I., 5 Jun 2023, Artificial Intelligence in Medicine - 21st International Conference on Artificial Intelligence in Medicine, AIME 2023, Proceedings. Juarez, J. M., Marcos, M., Stiglic, G. & Tucker, A. (eds.). Springer, Vol. 13897. p. 57-62 6 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13897 LNAI).

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

    Open Access

  • Leveraging Multi-Word Concepts to Predict Acute Kidney Injury in Intensive Care

    Brancato, L., Calixto, I., Abu-Hanna, A. & Vagliano, I., 29 Jun 2023, 21st International Conference on Informatics, Management, and Technology in Healthcare (ICIMTH 2023). Vol. 305. p. 10-13 4 p. (Studies in health technology and informatics).

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

    Open Access

  • Soft-Prompt Tuning to Predict Lung Cancer Using Primary Care Free-Text Dutch Medical Notes

    Elfrink, A., Vagliano, I., Abu-Hanna, A. & Calixto, I., 2023, Artificial Intelligence in Medicine - 21st International Conference on Artificial Intelligence in Medicine, AIME 2023, Proceedings. Juarez, J. M., Marcos, M., Stiglic, G. & Tucker, A. (eds.). Springer Science and Business Media Deutschland GmbH, Vol. 13897 LNAI. p. 193-198 6 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13897 LNAI).

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

    1 Citation (Scopus)
  • 2019

    Analyzing the evolution of linked vocabularies

    Abdel-Qader, M., Vagliano, I. & Scherp, A., 2019, Web Engineering - 19th International Conference, ICWE 2019, Proceedings. Frasincar, F., Bakaev, M. & Ko, I-Y. (eds.). Springer - Verlag, p. 409-424 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11496 LNCS).

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

    1 Citation (Scopus)

  • Recommending multimedia educational resources on the moving platform

    Vagliano, I. & Nazir, S., 2019, 8th International Workshop on Bibliometric-Enhanced Information Retrieval, BIR 2019. Vol. 2345. p. 148-158 11 p. (CEUR Workshop Proceedings).

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

    2 Citations (Scopus)

  • Training researchers with the moving platform

    Vagliano, I., Fessl, A., Günther, F., Köhler, T., Mezaris, V., Saleh, A., Scherp, A. & Šimić, I., 2019, MultiMedia Modeling - 25th International Conference, MMM 2019, Proceedings. Huet, B., Kompatsiaris, I., Vrochidis, S., Mezaris, V., Cheng, W-H. & Gurrin, C. (eds.). Springer - Verlag, p. 560-565 6 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11296 LNCS).

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

    1 Citation (Scopus)
  • 2018

    Analyzing the Evolution of Vocabulary Terms and Their Impact on the LOD Cloud

    Abdel-Qader, M., Scherp, A. & Vagliano, I., 2018, The Semantic Web - 15th International Conference, ESWC 2018, Proceedings. Gangemi, A., Troncy, R., Navigli, R., Hollink, L., Vidal, M-E., Hitzler, P., Tordai, A. & Alam, M. (eds.). Springer - Verlag, p. 1-16 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10843 LNCS).

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

    3 Citations (Scopus)

  • Multi-modal adversarial autoencoders for recommendations of citations and subject labels

    Galke, L., Mai, F., Vagliano, I. & Scherp, A., 3 Jul 2018, UMAP 2018 - Proceedings of the 26th Conference on User Modeling, Adaptation and Personalization. Association for Computing Machinery, Inc, p. 197-205 9 p. (UMAP 2018 - Proceedings of the 26th Conference on User Modeling, Adaptation and Personalization).

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

    16 Citations (Scopus)

  • Using adversarial autoencoders for multi-modal automatic playlist continuation

    Vagliano, I., Galke, L., Mai, F. & Scherp, A., 2 Oct 2018, Proceedings of the ACM Recommender Systems Challenge 2018, RecSys Challenge 2018. Association for Computing Machinery, a5. (ACM International Conference Proceeding Series).

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

    3 Citations (Scopus)
  • 2017

    Content recommendation through semantic annotation of user reviews and linked data

    Vagliano, I., Monti, D., Scherp, A. & Morisio, M., 4 Dec 2017, Proceedings of the Knowledge Capture Conference, K-CAP 2017. Association for Computing Machinery, Inc, 32. (Proceedings of the Knowledge Capture Conference, K-CAP 2017).

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

    9 Citations (Scopus)

  • SemRevRec: A recommender system based on user reviews and linked data

    Vagliano, I., Monti, D. & Morisio, M., 2017, Poster Track of the 11th ACM Conference on Recommender Systems, Poster-Recsys 2017. Vol. 1905. (CEUR Workshop Proceedings).

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

  • Serendipitous recommendations through ontology-based contextual pre-filtering

    Karpus, A., Vagliano, I. & Goczyła, K., 2017, Beyond Databases, Architectures and Structures: Towards Efficient Solutions for Data Analysis and Knowledge Representation - 13th International Conference, BDAS 2017, Proceedings. Kozielski, S., Mrozek, D., Kasprowski, P., Malysiak-Mrozek, B. & Kostrzewa, D. (eds.). Springer - Verlag, p. 246-259 14 p. (Communications in Computer and Information Science; vol. 716).

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

    10 Citations (Scopus)

  • Tool Integration in the Aerospace Domain: A Case Study

    Vagliano, I., Ferretto, D., Brusa, E., Morisio, M. & Valacca, L., 7 Sept 2017, Proceedings - 2017 IEEE 41st Annual Computer Software and Applications Conference, COMPSAC 2017. Demartini, C., Conte, T., Nakamura, M., Lung, C-H., Zhang, Z., Hasan, K., Reisman, S., Liu, L., Claycomb, W., Takakura, H., Yang, J-J., Tovar, E., Cimato, S., Ahamed, S. I. & Akiyama, T. (eds.). IEEE Computer Society Press, p. 731-736 6 p. 8029690. (Proceedings - International Computer Software and Applications Conference; vol. 1).

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

    8 Citations (Scopus)
  • 2016

    An Ontology-based contextual pre-filtering technique for Recommender Systems

    Karpus, A., Vagliano, I., Goczyla, K. & Morisio, M., 3 Nov 2016, Proceedings of the 2016 Federated Conference on Computer Science and Information Systems, FedCSIS 2016. Ganzha, M., Paprzycki, M. & Maciaszek, L. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 411-420 10 p. 7733271. (Proceedings of the 2016 Federated Conference on Computer Science and Information Systems, FedCSIS 2016).

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

    Open Access
    12 Citations (Scopus)

  • ReDyAl: A dynamic recommendation algorithm based on Linked Data

    Vagliano, I., Figueroa, C., Rocha, O. R., Torchiano, M., Faron-Zucker, C. & Morisio, M., 2016, 3rd Workshop on New Trends in Content-Based Recommender Systems, CBRecSys 2016. Vol. 1673. p. 31-38 8 p. (CEUR Workshop Proceedings).

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

    1 Citation (Scopus)
  • 2015

    DBpedia Mobile Explorer

    Vagliano, I., Marengo, M. & Morisio, M., 10 Nov 2015, 2015 IEEE 1st International Forum on Research and Technologies for Society and Industry, RTSI 2015 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 181-185 5 p. 7325095. (2015 IEEE 1st International Forum on Research and Technologies for Society and Industry, RTSI 2015 - Proceedings).

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

    2 Citations (Scopus)
  • 2014

    Linked data-driven smart spaces

    Rodríguez Rocha, O., Figueroa, C., Vagliano, I. & Moltchanov, B., 2014, Internet of Things, Smart Spaces, and Next Generation Networks and Systems - 14th International Conference, NEW2AN 2014 and 7th Conference, ruSMART 2014, Proceedings. Springer - Verlag, p. 3-15 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8638 LNCS).

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

    1 Citation (Scopus)
  • 2013

    Assisted policy management for SPARQL endpoints access control

    Costabello, L., Villata, S., Vagliano, I. & Gandon, F., 2013, 12th International Semantic Web Conference, ISWC 2013. Vol. 1035. p. 33-36 4 p. (CEUR Workshop Proceedings).

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

    2 Citations (Scopus)