Research output per year
Research output per year
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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.
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A novel Deep Learning approach for one-step Conformal Prediction approximation
Meister, J. A., Nguyen, K. A., Kapetanakis, S. & Luo, Z., 29 Jul 2022, 28 p.Research output: Working paper › Preprint
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Fast and accurate evaluation of collaborative filtering recommendation algorithms
Polatidis, N., Kapetanakis, S., Pimenidis, E. & Manolopoulos, Y., 15 Mar 2022, (Accepted/In press) 14th Asian Conference on Intelligent Information and Database Systems: ACIIDS 2022. Springer, 12 p. (Asian Conference on Intelligent Information and Database Systems).Research output: Chapter in Book/Conference proceeding with ISSN or ISBN › Conference contribution with ISSN or ISBN › peer-review
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Data Stream Harmonization For Heterogeneous Workflows
Bandis, E., Polatidis, N., Diapouli, M. & Kapetanakis, S., 30 Jun 2021, Proceedings of the 35th ECMS International Conference on Modelling and Simulation ECMS 2021. Al-Begain, K., Iacono, M., Campanile, L. & Bargiela, A. (eds.). European Council for Modelling and Simulation, p. 42-47 (Communications of the ECMS; vol. 35, no. 1).Research output: Chapter in Book/Conference proceeding with ISSN or ISBN › Conference contribution with ISSN or ISBN › peer-review
Open AccessFile -
Recommender systems algorithm selection using machine learning
Polatidis, N., Kapetanakis, S. & Pimenidis, E., 1 Jul 2021, 22nd International Conference on Engineering Applications of Neural Networks. Cham: Springer, p. 477-487 (Proceedings of the International Neural Networks Society; vol. 3).Research output: Chapter in Book/Conference proceeding with ISSN or ISBN › Conference contribution with ISSN or ISBN › peer-review
Open AccessFile -
DeepKAF: A Heterogeneous CBR & Deep Learning Approach for NLP Prototyping
Amin, K., Kapetanakis, S., Polatidis, N., Althoff, K-D. & Dengel, A., 11 Sep 2020, INISTA 2020 - 2020 International Conference on INnovations in Intelligent SysTems and Applications, Proceedings: INISTA 2020. Ivanovic, M., Yildirim, T., Trajcevski, G., Badica, C., Bellatreche, L., Kotenko, I., Badica, A., Erkmen, B. & Savic, M. (eds.). IEEE, p. 1-7 9194679. (INISTA 2020 - 2020 International Conference on INnovations in Intelligent SysTems and Applications, Proceedings).Research output: Chapter in Book/Conference proceeding with ISSN or ISBN › Conference contribution with ISSN or ISBN › peer-review
Open AccessFile
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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 2019Activity: Events › Conference
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Hydra: A hybrid framework that improves collaborative filtering recommendation quality
Stelios Kapetanakis (Supervisor), Miltiadis Petridis (Supervisor) & Nikolaos Polatidis (Supervisor)
2018 → 2019Activity: External examination and supervision › Research degree
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Exploiting social media network structure to improve user profiles for short-text-based recommender systems
Stelios Kapetanakis (Supervisor), Roger Evans (Supervisor) & Nikolaos Polatidis (Supervisor)
2018 → 2019Activity: External examination and supervision › Research degree