MARCELLO TROVATI

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Prof MARCELLO TROVATI

 https://orcid.org/0000-0001-6607-422X

    Accepting PhD Students

    20142024

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    • 2023

      BotDroid: Permission-Based Android Botnet Detection Using Neural Networks

      Seraj, S., Pimenidis, E., Pavlidis, M., Kapetanakis, S., TROVATI, M. & Polatidis, N., 7 Jun 2023, Engineering Applications of Neural Networks. EANN 2023. Communications in Computer and Information Science. Iliadis, L., Maglogiannis, I., Alonso, S., Jayne, C. & Pimenidis, E. (eds.). Springer, Vol. 1826. p. 71-84 14 p. (Communications in Computer and Information Science (CCIS); vol. 1856).

      Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding (ISBN) › peer-review

      2 Citations (Scopus)

    • Early Detection of Parkinson's Disease Dementia Using Dual-Sided Multi-Scale Convolutional Neural Networks (DSMS-CNN)

      ALTHAM, C., ZHANG, H., TROVATI, M., PEREIRA, E., Ray, N., Keller, S. & Macerollo, A., 19 Dec 2023, Medical Imaging and Computer-Aided Diagnosis: Proceedings of 2022 International Conference on Medical Imaging and Computer-Aided Diagnosis (MICAD 2022). Su, R., Zhang, Y., Liu, H. & F Frang, A. (eds.). Springer, Vol. 810. p. 191-201 11 p. (Lecture Notes in Electrical Engineering).

      Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding (ISBN) › peer-review

      Open Access
      File
      5 Downloads (Pure)

    • Early Detection of Parkinson’s Disease Dementia Using Dual-Sided Multi-scale Convolutional Neural Networks (DSMS-CNN)

      Altham, C., Zhang, H., Trovati, M., Pereira, E., Ray, N., Keller, S., Macerollo, A. & Wieshmann, H., 20 Dec 2023, Medical Imaging and Computer-Aided Diagnosis - Proceedings of 2022 International Conference on Medical Imaging and Computer-Aided Diagnosis MICAD 2022. Su, R., Zhang, Y., Liu, H. & F Frangi, A. (eds.). Springer Science and Business Media Deutschland GmbH, p. 191-201 11 p. (Lecture Notes in Electrical Engineering; vol. 810 LNEE).

      Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding (ISBN) › peer-review

    • 2022

      A New Model for Artificial Intuition

      TROVATI, M., 7 Sept 2022, Artificial Neural Networks and Machine Learning - ICANN 2022 - 31st International Conference on Artificial Neural Networks, Proceedings. Pimenidis, E., Aydin, M., Angelov, P., Jayne, C. & Papaleonidas, A. (eds.). Springer, p. 454-465 12 p. ( Lecture Notes in Computer Science book series ; vol. 13529).

      Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding (ISBN) › peer-review

      Open Access
      File
      4 Citations (Scopus)
      81 Downloads (Pure)
    • 2021

      Improved sentiment urgency emotion detection for business intelligence

      Soussan, T. & Trovati, M., 2021, Advances in Intelligent Networking and Collaborative Systems - The 12th International Conference on Intelligent Networking and Collaborative Systems, INCoS 2020. Barolli, L., Li, K. F. & Miwa, H. (eds.). Springer, p. 312-318 7 p. (Advances in Intelligent Systems and Computing; vol. 1263 AISC).

      Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding (ISBN) › peer-review

      4 Citations (Scopus)
    • 2020

      Twitter analysis for business intelligence

      Soussan, T. & Trovati, M., 2020, Advances in Intelligent Networking and Collaborative Systems - The 11th International Conference on Intelligent Networking and Collaborative Systems, INCoS 2019. Barolli, L., Nishino, H. & Miwa, H. (eds.). Springer Verlag, p. 473-480 8 p. (Advances in Intelligent Systems and Computing; vol. 1035).

      Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding (ISBN) › peer-review

      1 Citation (Scopus)
    • 2018

      Dependency networks extractions from textual sources - A case study in criminology

      Trovati, M., 23 Mar 2018, 2017 Intelligent Systems Conference, IntelliSys 2017. Institute of Electrical and Electronics Engineers Inc., p. 373-381 9 p. (2017 Intelligent Systems Conference, IntelliSys 2017; vol. 2018-January).

      Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding (ISBN) › peer-review

    • 2017

      Assessment of Security Threats via Network Topology Analysis: An Initial Investigation.

      Trovati, M., Thomas, W., Sun, Q. & Kontonatsios, G., 13 Apr 2017, (E-pub ahead of print) Not Known. Vol. 10232. p. 416-425

      Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding (ISBN) › peer-review

      Open Access
      File
      4 Citations (Scopus)
      438 Downloads (Pure)

    • Automatic Diagnosis Metabolic Syndrome via a K−Nearest Neighbour Classifier

      Behadada, O., Abi-Ayad, M., Kontonatsios, G. & Trovati, M., 13 Apr 2017, (E-pub ahead of print) Not Known. p. 627-637

      Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding (ISBN) › peer-review

      Open Access
      File
      4 Citations (Scopus)
      176 Downloads (Pure)
    • 2016

      A kuramoto model based approach to extract and assess influence relations

      Trovati, M., Castiglione, A., Bessis, N. & Hill, R., 19 Jan 2016, Computational Intelligence and Intelligent Systems - 7th International Symposium, ISICA 2015, Revised Selected Papers. Li, K., Li, J., Liu, Y. & Castiglione, A. (eds.). Springer Verlag, p. 464-473 10 p. (Communications in Computer and Information Science; vol. 575).

      Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding (ISBN) › peer-review

      6 Citations (Scopus)

    • Dependency Networks Extractions from Textual Sources in Criminology: An Initial Implementation

      Trovati, M., Hodgson, P., Hargreaves, C., Baker, A. D., Liu, L. & Bessis, N., 19 May 2016, Proceedings - 2016 IEEE 2nd International Conference on Big Data Computing Service and Applications, BigDataService 2016. Institute of Electrical and Electronics Engineers Inc., p. 276-282 7 p. 7474384. (Proceedings - 2016 IEEE 2nd International Conference on Big Data Computing Service and Applications, BigDataService 2016).

      Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding (ISBN) › peer-review

      1 Citation (Scopus)

    • Topology reduction and probabilistic information extraction for large data-sets: A disaster management case study

      Trovati, M., Asimakopoulou, E. & Bessis, N., 8 Feb 2016, Proceedings of the 2015 2nd International Conference on Information and Communication Technologies for Disaster Management, ICT-DM 2015. Hadjadj-Aoul, Y. (ed.). Institute of Electrical and Electronics Engineers Inc., p. 116-121 6 p. 7402027. (Proceedings of the 2015 2nd International Conference on Information and Communication Technologies for Disaster Management, ICT-DM 2015).

      Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding (ISBN) › peer-review

    • 2015

      Analysis of Techniques for Visualizing Security Risks and Threats

      Udeagwu, C. P., Sotiriadis, S., Asimakopoulou, E., Bessis, N. & Trovati, M., 4 Nov 2015, Proceedings - 2015 10th International Conference on P2P, Parallel, Grid, Cloud and Internet Computing, 3PGCIC 2015. Messina, F., Xhafa, F., Ogiela, M. R. & Barolli, L. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 584-590 7 p. 7424632. (Proceedings - 2015 10th International Conference on P2P, Parallel, Grid, Cloud and Internet Computing, 3PGCIC 2015).

      Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding (ISBN) › peer-review

      2 Citations (Scopus)

    • An analytical tool to map big data to networks with reduced topologies

      Trovati, M., Asimakopoulou, E. & Bessis, N., 9 Mar 2015, Proceedings - 2014 International Conference on Intelligent Networking and Collaborative Systems, IEEE INCoS 2014. Xhafa, F., Koeppen, M., Palmieri, F., Loia, V. & Barolli, L. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 411-414 4 p. 7057124. (Proceedings - 2014 International Conference on Intelligent Networking and Collaborative Systems, IEEE INCoS 2014).

      Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding (ISBN) › peer-review

      9 Citations (Scopus)

    • A Non-genuine Message Detection Method Based on Unstructured Datasets

      Trovati, M., Hill, R. & Bessis, N., 2015, Proceedings - 2015 10th International Conference on P2P, Parallel, Grid, Cloud and Internet Computing, 3PGCIC 2015. Messina, F., Xhafa, F., Ogiela, M. R. & Barolli, L. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 597-600 4 p. 7424634. (Proceedings - 2015 10th International Conference on P2P, Parallel, Grid, Cloud and Internet Computing, 3PGCIC 2015).

      Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding (ISBN) › peer-review

      2 Citations (Scopus)

    • Computational objectivity in depression assessment for unstructured large datasets

      Johnson, A., Holmes, P., Craske, L., Trovati, M., Bessis, N. & Larcombe, P., 22 Dec 2015, Proceedings - 15th IEEE International Conference on Computer and Information Technology, CIT 2015, 14th IEEE International Conference on Ubiquitous Computing and Communications, IUCC 2015, 13th IEEE International Conference on Dependable, Autonomic and Secure Computing, DASC 2015 and 13th IEEE International Conference on Pervasive Intelligence and Computing, PICom 2015. Atzori, L., Jin, X., Jarvis, S., Liu, L., Calvo, R. A., Hu, J., Min, G., Georgalas, N. & Wu, Y. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 2075-2079 5 p. 7363354. (Proceedings - 15th IEEE International Conference on Computer and Information Technology, CIT 2015, 14th IEEE International Conference on Ubiquitous Computing and Communications, IUCC 2015, 13th IEEE International Conference on Dependable, Autonomic and Secure Computing, DASC 2015 and 13th IEEE International Conference on Pervasive Intelligence and Computing, PICom 2015).

      Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding (ISBN) › peer-review

    • Designing a Subscription Service for Earthquake Big Data Analysis from Multiple Sources

      Omosebi, O., Sotiriadis, S., Asimakopoulou, E., Bessis, N., Trovati, M. & Hill, R., 6 Nov 2015, Proceedings - 2015 10th International Conference on P2P, Parallel, Grid, Cloud and Internet Computing, 3PGCIC 2015. Messina, F., Xhafa, F., Ogiela, M. R. & Barolli, L. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 601-604 4 p. 7424635. (Proceedings - 2015 10th International Conference on P2P, Parallel, Grid, Cloud and Internet Computing, 3PGCIC 2015).

      Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding (ISBN) › peer-review

      4 Citations (Scopus)
    • 2014

      Extraction, identification, and ranking of network structures from data sets

      Trovati, M., Bessis, N., Huber, A., Zelenkauskaite, A. & Asimakopoulou, E., 4 Jul 2014, Proceedings - 2014 8th International Conference on Complex, Intelligent and Software Intensive Systems, CISIS 2014.

      Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding (ISBN) › peer-review

      17 Citations (Scopus)
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