Francesco Cauteruccio

Tenure-Track Assistant Professor

Department of Information Engineering, Electrical Engineering and Applied Mathematics (DIEM)
University of Salerno

Publications

    Journals

  1. G. Bonifazi, F. Cauteruccio, E. Corradini, M. Marchetti, G. Terracina, D. Ursino and L. Virgili. A model-agnostic, network theory-based framework for supporting XAI on classifiers, Expert Systems with Applications, Expert Systems with Applications, 241, 2024. Elsevier
  2. G. Bonifazi, F. Cauteruccio, E. Corradini, M. Marchetti, D. Montella, S. Scarponi, D. Ursino and L. Virgili. Performing Wash Trading on NFTs: Is the Game Worth the Candle?, Big Data and Cognitive Computing, 7(1), 2023. MDPI
  3. G. Bonifazi, F. Cauteruccio, E. Corradini, M. Marchetti, D. Ursino and L. Virgili. Applying Social Network Analysis to Model and Handle a Cross-Blockchain Ecosystem, Electronics, 12(5), 2023. MDPI
  4. A. Amelio, G. Bonifazi, F. Cauteruccio, E. Corradini, M. Marchetti, D. Ursino and L. Virgili. Representation and compression of Residual Neural Networks through a multilayer network based approach, Expert Systems with Applications, 215, 2023. Elsevier
  5. F. Cauteruccio and G. Terracina. Extended High Utility Pattern Mining: An Answer Set Programming Based Framework and Applications, Theory and Practice of Logic Programming, 2023. Cambridge University Press
  6. G. Bonifazi, F. Cauteruccio, E. Corradini, M. Marchetti, G. Terracina, D. Ursino and L. Virgili. A framework for investigating the dynamics of user and community sentiments in a social platform, Data & Knowledge Engineering, 146, 2023. Elsevier
  7. C. Dewi, R. Chen, H. Christanto and F. Cauteruccio. Multinomial Naive Bayes Classifier for Sentiment Analysis of Internet Movie Database, Vietnam Journal of Computer Science, 2023. World Scientific Publishing
  8. S. Javed, A. Sajid, T. Kiren, I. Khan, C. Dewi, H. Christanto and F. Cauteruccio. A Subjective Logical Framework-Based Trust Model for Wormhole Attack Detection and Mitigation in Low-Power and Lossy (RPL) IoT-Networks, Information, 14(9), 2023. MDPI
  9. C. Weisi, W. Hussain, F. Cauteruccio and X. Zhang. Deep Learning for Financial Time Series Prediction: A State-of-the-Art Review of Standalone and Hybrid Models, Computer Modeling in Engineering and Sciences, 139(1), 2023. Tech Science Press
  10. F. Cauteruccio and Y. Kou. Investigating the Emotional Experiences in eSports Spectatorship: the Case of League of Legends, Information Processing & Management, 60(3), 2023. Elsevier
  11. G. Bonifazi, F. Cauteruccio, E. Corradini, M. Marchetti, D. Ursino and L. Virgili. A Network Analysis-Based Framework to Understand the Representation Dynamics of Graph Neural Networks, Neural Computing and Applications, 2023. Springer
  12. G. Bonifazi, F. Cauteruccio, E. Corradini, E. Giannelli, M. Marchetti, D. Ursino and L. Virgili. A Multilayer Network-Based Framework for Investigating the Evolution and Resilience of Multimodal Social Networks, Social Network Analysis and Mining, 14(5), 2023. Springer
  13. F. Cauteruccio, E. Corradini, G. Terracina, D. Ursino and L. Virgili. Investigating Reddit to detect subreddit and author stereotypes and to evaluate author assortativity, Journal of Information Science, 48(6), 2022. SAGE
  14. G. Bonifazi, F. Cauteruccio, E. Corradini, M. Marchetti, A. Pierini, G. Terracina, D. Ursino and L. Virgili. An approach to detect backbones of information diffusers among different communities of a social platform, Data & Knowledge Engineering, 140, 2022. Elsevier
  15. G. Bonifazi, F. Cauteruccio, E. Corradini, M. Marchetti, G. Terracina, D. Ursino and L. Virgili. Representation, detection and usage of the content semantics of comments in a social platform, Journal of Information Science, 0(0), 2022. SAGE
  16. F. Cauteruccio, E. Corradini, G. Terracina, D. Ursino and L. Virgili. Extraction and analysis of text patterns from NSFW adult content on Reddit, Data & Knowledge Engineering, 2022. Elsevier
  17. G. Bonifazi, F. Cauteruccio, E. Corradini, M. Marchetti, L. Sciarretta, D. Ursino and L. Virgili. A Space-Time Framework for Sentiment Scope Analysis in Social Media, Big Data and Cognitive Computing, 6(4), 2022. MDPI
  18. V. Basile, F. Cauteruccio and G. Terracina. How Dramatic Events Can Affect Emotionality in Social Posting: The Impact of COVID-19 on Reddit, Future Internet, 13(2), 2021. MDPI
  19. F. Cauteruccio, L. Cinelli, E. Corradini, G. Terracina, D. Ursino, L. Virgili, G. Fortino, A. Liotta and C. Savaglio. A framework for anomaly detection and classification in Multiple IoT scenarios, Future Generation Computer Systems, 114, 2021. Elsevier
  20. S. Ojagh, F. Cauteruccio, G. Terracina and S. Liang. Enhanced Air Quality Prediction by Edge-Based Spatiotemporal Data Preprocessing, Computers & Electrical Engineering, 2021. Elsevier
  21. F. Cauteruccio, L. Cinelli, G. Fortino, C. Savaglio, G. Terracina, D. Ursino and L. Virgili. An Approach to Compute the Scope of a Social Object in a Multi-IoT Scenario, Pervasive and Mobile Computing, 67, 2020. Elsevier
  22. F. Cauteruccio, A. Cucchiarelli, C. Morbidoni, G. Terracina and D. Ursino. A General Approach to Uniformly Handle Different String Metrics Based on Heterogeneous Alphabets, IEEE Access, 8, 2020. IEEE
  23. F. Cauteruccio, G. Terracina and D. Ursino. Generalizing identity-based string comparison metrics: Framework and techniques, Knowledge-Based Systems, 187, 2020. Elsevier
  24. F. Cauteruccio, P. Lo Giudice, L. Musarella, G. Terracina, D. Ursino and L. Virgili. A Lightweight Approach to Extract Interschema Properties from Structured, Semi-Structured and Unstructured Sources in a Big Data Scenario, International Journal of Information Technology & Decision Making, 0(0), 2020. World Scientific Publishing
  25. F. Cauteruccio, G. Fortino, A. Guerrieri, A. Liotta, D. Mocanu, C. Perra, G. Terracina and M. Torres Vega. Short-long term anomaly detection in wireless sensor networks based on machine learning and multi-parameterized edit distance, Information Fusion, 52, 2019. Elsevier
  26. F. Cauteruccio, P. Lo Giudice, G. Terracina, D. Ursino, N. Mammone and F. Morabito. A new network-based approach to investigating neurological disorders, International Journal of Data Mining, Modelling and Management, 11(4), 2019. Inderscience
  27. F. Calimeri, F. Cauteruccio, L. Cinelli, A. Marzullo, C. Stamile, G. Terracina, F. Durand-Dubief and D. Sappey-Marinier. A Logic-Based Framework Leveraging Neural Networks for Studying the Evolution of Neurological Disorders, Theory and Practice of Logic Programming, 21(1), 2019. Cambridge University Press
  28. F. Cauteruccio, C. Stamile, G. Terracina, D. Ursino and D. Sappey-Marinier. An automated string-based approach to extracting and characterizing White Matter fiber-bundles, Computers in Biology and Medicine, 77, 2016. Elsevier

    29. Preprints

  29. F. Cauteruccio and G. Terracina. Extended High Utility Pattern Mining: An Answer Set Programming Based Framework and Applications. arXiv preprint arXiv:2303.13191, 2023.

    30. International conferences and workshops

  30. F. Cauteruccio and G. Terracina. An answer set programming based framework for high- utility pattern mining extended with facets and advanced utility functions. In Proc. of the 5th International Joint Conference on Rules and Reasoning (RuleML+RR 2021), Leuven (virtual event) September 8-15, 2021. Forthcoming.
  31. F. Cauteruccio and G. Terracina. Extending high-utility pattern mining with facets and advanced utility functions. In Proc. of the 37th International Conference on Logic Program- ming (Technical Communications) (ICLP 2021), Porto (virtual event), September 20-27, volume 345 of EPTCS, 2021. EPTCS.
  32. F. Cauteruccio, L. Cinelli, G. Fortino, C. Savaglio, and G. Terracina. Using sentiment ana- lysis and automated reasoning to boost smart lighting systems. In Proc. of the International Conference on Internet and Distributed Computing Systems (IDCS19), Napoli, Italy, 2019, pages 69–78, 2019. Springer International Publishing.
  33. F. Cauteruccio, G. Terracina, D. Ursino, and L. Virgili. Redefining betweenness centrality in a multiple iot scenario. In Proc. of the 1st Workshop on Artificial Intelligence and Internet of Things co-located with the 18th International Conference of the Italian Association for Artificial Intelligence (AI*IA 2019), Rende (CS), Italy, November 22, 2019, pages 16–27, 2019.
  34. F. Calimeri, F. Cauteruccio, A. Marzullo, C. Stamile, and G. Terracina. Mixing logic programming and neural networks to support neurological disorders analysis. In Proc. of the 2nd International Joint Conference on Rules and Reasoning (RuleML+RR 2018), Luxembourg, September 18-21, pages 33–47, 2018. Springer International Publishing.
  35. F. Cauteruccio, D. Consalvo, and G. Terracina. High performance computation for the multi-parameterized edit distance. In Proc. of the 26th Euromicro International Conference on Parallel, Distributed and Network-based Processing (PDP), Cambridge, UK, 2018, pages 567–574, 2018. IEEE.
  36. C. M. de Farias, L. Pirmez, F. C. Delicato, P. F. Pires, A. Guerrieri, G. Fortino, F. Caute- ruccio, and G. Terracina. A multisensor data fusion algorithm using the hidden correlations in multiapplication wireless sensor data streams. In Proc. of the IEEE 14th International Conference on Networking, Sensing and Control (ICNSC), Calabria, Italy, pages 96–102, 2017. IEEE.
  37. F. Cauteruccio, C. Stamile, G. Terracina, D. Ursino, and D. Sappey-Marinier. Improving quickbundles to extract anatomically coherent white matter fiber-bundles. In Proc. of the 13th Image Analysis and Recognition (ICIAR 2016), P ́ovoa de Varzim, Portugal, pages 633–641, 2016. Springer International Publishing.
  38. F. Cauteruccio, C. Stamile, G. Terracina, D. Ursino, and D. Sappey-Marinier. An au- tomated string-based approach to white matter fiber-bundles clustering. In Proc. of the International Joint Conference on Neural Networks (IJCNN), Killarney, Ireland, pages 1–8, 2015. IEEE.
  39. C. Stamile, F. Cauteruccio, G. Terracina, D. Ursino, G. Kocevar, and D. Sappey-Marinier. A model-guided string-based approach to white matter fiber-bundles extraction. In Proc. of the 8th International Conference on Brain Informatics and Health (BIH 2015), London, UK, pages 135–144, 2015. Springer International Publishing.
  40. F. Cauteruccio, G. Fortino, A. Guerrieri, and G. Terracina. Discovery of hidden correlations between heterogeneous wireless sensor data streams. In Proc. of the 7th International Conference on Internet and Distributed Computing Systems, Calabria, Italy, pages 383–395, 2014. Springer International Publishing.
  41. F. Cauteruccio and G. Ianni. A domain meta-wrapper using seeds for intelligent author list extraction in the domain of scholarly articles. In Proc. of International Conference on Theory and Practice of Digital Libraries, Research and Advanced Technology for Digital Libraries, Valletta, Malta, pages 309–314, 2013. Springer Berlin Heidelber.

    42. Encyclopedias

  42. F. Cauteruccio, G. Terracina, and D. Ursino. Algorithms for strings and sequences: Sear- ching motifs. In Encyclopedia of Bioinformatics and Computational Biology, volume 1, pages 15–21. 2019. Elsevier.

    43. Book chapters

  43. F. Cauteruccio. Alignment of Microarray Data, pages 217–237. Springer US, New York, NY, 2022.
  44. F. Cauteruccio, P. Lo Giudice, G. Terracina, and D. Ursino. Applying Network Analysis for Extracting Knowledge About Environment Changes from Heterogeneous Sensor Data Streams, pages 179–190. 2019. Springer International Publishing.
  45. F. Cauteruccio, C. Stamile, G. Terracina, D. Ursino, and D. Sappey-Marinier. Integrating QuickBundles into a Model-Guided Approach for Extracting “Anatomically-Coherent” and “Symmetry-Aware” White Matter Fiber-Bundles, pages 39–46. 2018. Springer International Publishing.
  46. F. Cauteruccio and G. Terracina. How metadata can support the study of neurological disorders: An application to the alzheimer’s disease. In Proc. of New Trends in Databases and Information Systems, Budapest, Hungary, pages 153–164, 2018. Springer International Publishing.

    47. National conferences and workshops

  47. F. Cauteruccio, E. Corradini, G. Terracina, D. Ursino, and L. Virgili. An investigation on not safe for work adult content in reddit. In Proc. of the 29th Italian Symposium on Advanced Database Systems (SEBD 2020), 5–9 September, Pizzo Calabro, Calabria, Italy, 2021. CEUR-WS.org.
  48. F. Cauteruccio, E. Corradini, G. Terracina, D. Ursino, and L. Virgili. Co-posting author assortativity in reddit. In Proc. of the 28th Italian Symposium on Advanced Database Systems (SEBD 2020), Villasimius, Sardinia, Italy, 2020. CEUR-WS.org.
  49. F. Cauteruccio, L. Cinelli, G. Terracina, D. Ursino, and L. Virgili. Investigating the scope of a thing in a multiple internet of things scenario. In Proc. of the 27th Italian Symposium on Advanced Database Systems (SEBD 2019), Grosseto, Italy, 2019. CEUR-WS.org.
  50. F. Cauteruccio, C. Stamile, G. Terracina, D. Ursino, and D. Sappey-Marinier. Integrating quickbundles into a model-guided approach for extracting “anatomically-coherent” and “symmetry-aware” white matter fiber-bundles. In Informal proc. of the 26th Italian Workshop on Neural Networks, Vietri sul Mare, Salerno, Italy, 2016.