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Stelios Kapetanakis

Dr

20092019
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Fingerprint Dive into the research topics where Stelios Kapetanakis is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

Case based reasoning Engineering & Materials Science
Recommender systems Engineering & Materials Science
Collaborative filtering Engineering & Materials Science
Monitoring Engineering & Materials Science
Industry Engineering & Materials Science
Process monitoring Engineering & Materials Science
Security of data Engineering & Materials Science
Quality assurance Engineering & Materials Science

Network Recent external collaboration on country level. Dive into details by clicking on the dots.

Research Output 2009 2019

  • 15 Conference contribution with ISSN or ISBN
  • 2 Paper
  • 2 Article
  • 1 Chapter

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 ISBNResearchpeer-review

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. p. 1-10

Research output: Contribution to journalArticleResearchpeer-review

Open Access
File
Collaborative filtering
Recommender systems
Decision support systems
History

Improved movie recommendations based on a hybrid feature combination method

Alshammari, G., Kapetanakis, S., Alshammari, A., Polatidis, N. & Petridis, M., 8 Jul 2019, In : Vietnam Journal of Computer Science.

Research output: Contribution to journalArticleResearchpeer-review

Open Access
File

Personalized Recommendations on Twitter based on Explicit User Relationship Modelling

Alshammari, A., Polatidis, N., Kapetanakis, S., Evans, R. & Alshammari, G., 2019.

Research output: Contribution to conferencePaperResearchpeer-review

Open Access
File

SEADer: A Social Engineering Attack Detection method based on Natural Language Processing and Artificial Neural Networks

Lansley, M., Polatidis, N. & Kapetanakis, S., 21 May 2019, (Accepted/In press) Computational Collective Intelligence: 11th International Conference, ICCCI 2019, Proceedings. Nguyen, N-T., Chbeir, R., Exposito, E., Aniorte, P. & Trawiński, B. (eds.). Springer International Publishing, (Lecture notes in Artificial Intelligence).

Research output: Chapter in Book/Conference proceeding with ISSN or ISBNConference contribution with ISSN or ISBNResearchpeer-review

Activities 2018 2019

  • 2 Research degree
  • 1 Conference

Special Session on Recommender Systems - Part of the 11th International Conference on Computational Collective Intelligence

Nikolaos Polatidis (Organiser), Stelios Kapetanakis (Organiser), Andrew Fish (Organiser)
4 Sep 2019

Activity: EventsConference

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

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