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Stelios Kapetanakis

Dr

20092020

Research output per year

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Research Output

  • 16 Conference contribution with ISSN or ISBN
  • 5 Article
  • 3 Paper
  • 1 Chapter

SEADer++: Social Engineering Attack Detection in Online Environments using Machine Learning

Lansley, M., Mouton, F., Kapetanakis, S. & Polatidis, N., 22 Mar 2020, (Accepted/In press) In : Journal of Information and Telecommunication.

Research output: Contribution to journalArticle

Open Access

A novel recommendation method based on general matrix factorization and artificial neural networks

Kapetanakis, S., Polatidis, N., Alshammari, G. & Petridis, M., 26 Oct 2019, In : Neural Computing and Applications. p. 1-8

Research output: Contribution to journalArticle

  • A switching approach that improves prediction accuracy for long tail recommendations

    Alshammari, G., Jorro Aragoneses, J. L., Kapetanakis, S., Polatidis, N. & Petridis, M., 2019, (Accepted/In press) 4th Artificial Intelligence and Intelligent Systems Conference: Intellisys. Springer, (Advances in Intelligent Systems and Computing).

    Research output: Chapter in Book/Conference proceeding with ISSN or ISBNConference contribution with ISSN or ISBN

    A switching multi-level method for the long tail recommendation problem

    Alshammari, G., Jorro Aragoneses, J. L., Polatidis, N., Kapetanakis, S., Pimenidis, E. & Petridis, M., 15 Jul 2019, In : Journal of Intelligent and Fuzzy Systems. 37, 6, p. 7189-7198 10 p.

    Research output: Contribution to journalArticle

    Open Access
    File
  • Activities

    • 2 Research degree
    • 1 Conference

    Hydra: A hybrid framework that improves collaborative filtering recommendation quality

    Stelios Kapetanakis (Supervisor), Miltiadis Petridis (Supervisor), Nikolaos Polatidis (Supervisor)
    20182019

    Activity: External examination and supervisionResearch degree

    Exploiting social media network structure to improve user profiles for short-text-based recommender systems

    Stelios Kapetanakis (Supervisor), Roger Evans (Supervisor), Nikolaos Polatidis (Supervisor)
    20182019

    Activity: External examination and supervisionResearch degree