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Stelios Kapetanakis

Dr

20092020

Research output per year

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Research Output

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

DeepKAF: A Heterogeneous CBR & Deep Learning Approach for NLP Prototyping

Amin, K., Kapetanakis, S., Polatidis, N., Althoff, K-D. & Dengel, A., 2020, (Accepted/In press) 2020 International Conference on Innovations in Intelligent Systems and Applications: INISTA 2020. IEEE

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

Open Access
File

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

Lansley, M., Mouton, F., Kapetanakis, S. & Polatidis, N., 10 Apr 2020, In : Journal of Information and Telecommunication.

Research output: Contribution to journalArticle

Open Access
File

SEADer++ v2: Detecting Social Engineering Attacks using Natural Language Processing and Machine Learning

Lansley, M., Kapetanakis, S. & Polatidis, N., 2020, (Accepted/In press) 2020 International Conference on Innovations in Intelligent Systems and Applications: INISTA 2020. IEEE

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

Open Access
File
  • 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

  • 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