Profile information

Dr.  Marco Fisichella

https://orcid.org/0000-0002-6894-1101
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Publications

  1. 2023
  2. Published

    Federated Learning to Safeguard Patients Data: A Medical Image Retrieval Case

    Singh, G., Violi, V. & Fisichella, M., Mar 2023, In: Big Data and Cognitive Computing. 7, 1, 18.

    Research output: Contribution to journal › Article › Research › peer review

  3. Published

    A Graph-Based Approach to Detect Anomalies Based on Shared Attribute Values

    Brauer, S., Fisichella, M., Lax, G., Romeo, C. & Russo, A., 2 Feb 2023, Applied Intelligence and Informatics: Second International Conference, AII 2022, Reggio Calabria, Italy, September 1–3, 2022, Proceedings. Mahmud, M., Ieracitano, C., Mammone, N., Morabito, F. C. & Kaiser, M. S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 511-522 12 p. (Communications in Computer and Information Science; vol. 1724 CCIS).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review

  4. E-pub ahead of print

    A Review of the Role of Causality in Developing Trustworthy AI Systems

    Ganguly, N., Fazlija, D., Badar, M., Fisichella, M., Sikdar, S., Schrader, J., Wallat, J., Rudra, K., Koubarakis, M., Patro, G. K., Zai El Amri, W. & Nejdl, W., 2023, (E-pub ahead of print) (ACM Computing Surveys).

    Research output: Working paper/Preprint › Preprint

  5. Published

    Benchmarking Filtering Techniques for Entity Resolution

    Papadakis, G., Fisichella, M., Schoger, F., Mandilaras, G., Augsten, N. & Nejdl, W., 2023, 2023 IEEE 39th International Conference on Data Engineering: ICDE 2023. IEEE Computer Society, p. 653-666 14 p. (Proceedings - International Conference on Data Engineering; vol. 2023-April).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review

  6. Published

    How Learnweb Can Support Science Education Research on Climate Change in Social Media

    Upadhyaya, A., Pfeiffer, C., Astappiev, O., Marenzi, I., Lenzer, S., Nehring, A. & Fisichella, M., 2023, Methodologies and Intelligent Systems for Technology Enhanced Learning, 12th International Conference . Temperini, M., Scarano, V., Marenzi, I., Kravcik, M., Popescu, E., Lanzilotti, R., Gennari, R., De La Prieta, F., Di Mascio, T. & Vittorini, P. (eds.). Cham, p. 149-154 6 p. (Lecture Notes in Networks and Systems; vol. 580 LNNS).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review

  7. Published

    Intensity-Valued Emotions Help Stance Detection of Climate Change Twitter Data

    Upadhyaya, A., Fisichella, M. & Nejdl, W., 2023, Proceedings of the 32nd International Joint Conference on Artificial Intelligence, IJCAI 2023. Elkind, E. (ed.). p. 6246-6254 9 p. (IJCAI International Joint Conference on Artificial Intelligence; vol. 2023-August).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review

  8. Published

    Toxicity, Morality, and Speech Act Guided Stance Detection

    Upadhyaya, A., Fisichella, M. & Nejdl, W., 2023, Findings of the Association for Computational Linguistics: EMNLP 2023. Association for Computational Linguistics (ACL), p. 4464-4478 15 p. (Findings of the Association for Computational Linguistics: EMNLP 2023).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review

  9. 2022
  10. Published

    Partially-federated learning: A new approach to achieving privacy and effectiveness

    Fisichella, M., Lax, G. & Russo, A., Oct 2022, In: Information sciences. 614, p. 534-547 14 p.

    Research output: Contribution to journal › Article › Research › peer review

  11. Published

    FLY-SMOTE: Re-Balancing the Non-IID IoT Edge Devices Data in Federated Learning System

    Younis, R. & Fisichella, M., 20 Jun 2022, In: IEEE ACCESS. 10, p. 65092-65102 11 p.

    Research output: Contribution to journal › Article › Research › peer review

  12. Published

    Siamese coding network and pair similarity prediction for near-duplicate image detection

    Fisichella, M., Jun 2022, In: International Journal of Multimedia Information Retrieval. 11, 2, p. 159-170 12 p.

    Research output: Contribution to journal › Article › Research › peer review

  13. 2021
  14. Published

    Unified approach to retrospective event detection for event- based epidemic intelligence

    Fisichella, M., Dec 2021, In: International Journal on Digital Libraries. 22, 4, p. 339-364 26 p.

    Research output: Contribution to journal › Article › Research › peer review

  15. Published

    Can Deep Learning Improve Technical Analysis of Forex Data to Predict Future Price Movements?

    Fisichella, M. & Garolla, F., 11 Nov 2021, In: IEEE ACCESS. 9, p. 153083-153101 19 p.

    Research output: Contribution to journal › Article › Research › peer review

  16. Published

    Event Detection in Wikipedia Edit History Improved by Documents Web Based Automatic Assessment

    Fisichella, M. & Ceroni, A., 4 Aug 2021, In: Big Data and Cognitive Computing. 5, 3, 34.

    Research output: Contribution to journal › Article › Research › peer review

  17. 2017
  18. Published

    Justevents: A crowdsourced corpus for event validation with strict temporal constraints

    Ceroni, A., Gadiraju, U. & Fisichella, M., 2017, Advances in Information Retrieval - 39th European Conference on IR Research, ECIR 2017, Proceedings. Hauff, C., Jose, J. M., Albakour, D., Altingovde, I. S., Tait, J., Song, D. & Watt, S. (eds.). Springer Verlag, p. 484-492 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10193 LNCS).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review

  19. OnST’17: The 2nd international workshop on online safety trust fraud prevention

    Fisichella, M., 2017, Advances in Information Retrieval - 39th European Conference on IR Research, ECIR 2017, Proceedings. Hauff, C., Jose, J. M., Albakour, D., Altingovde, I. S., Tait, J., Song, D. & Watt, S. (eds.). Springer Verlag, p. 790-794 5 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10193 LNCS).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review

  20. 2016
  21. Published

    OnSt 2016 - 1st International Workshop on Online Safety, Trust and Fraud Prevention

    Fisichella, M. (Contributor), May 2016

    Research output: Book/Report › Conference proceeding › Research › peer review

  22. Published

    Proceedings of the 1st International Workshop on Online Safety, Trust and Fraud Prevention - OnSt '16

    Fisichella, M., 2016, [].

    Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review

  23. Published

    Where the event lies: Predicting event occurrence in textual documents

    Ceroni, A., Gadiraju, U., Matschke, J., Wingert, S. & Fisichella, M., 2016, SIGIR 2016 - Proceedings of the 39th International ACM SIGIR Conference on Research and Development in Information Retrieval. p. 1157-1160 4 p.

    Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review

  24. 2015
  25. Published

    Improving event detection by automatically assessing validity of event occurrence in text

    Ceroni, A., Gadiraju, U. & Fisichella, M., 17 Oct 2015, CIKM 2015 - Proceedings of the 24th ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 1815-1818 4 p. (International Conference on Information and Knowledge Management, Proceedings; vol. 19-23-Oct-2015).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review

  26. 2014
  27. Published

    Information evolution in wikipedia

    Ceroni, A., Georgescu, M., Gadiraju, U., Naini, K. D. & Fisichella, M., 2014, Proceedings of the 10th International Symposium on Open Collaboration, OpenSym 2014. p. F1 (Proceedings of the 10th International Symposium on Open Collaboration, OpenSym 2014).

    Research output: Chapter in book/report/conference proceeding › Conference contribution › Research › peer review

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