Filippos Giannakas

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 13

Top Topics

Cognitive Abilities

Machine Learning

Intelligent Tutoring

Top Venues

Inf. Secur. J. A Glob. Perspect.

Publications

Christos Troussas, Filippos Giannakas, Cleo Sgouropoulou, Ioannis Voyiatzis
Collaborative activities recommendation based on students' collaborative learning styles using ANN and WSM. Interact. Learn. Environ. 31 (1) (2023)
Filippos Giannakas, Vasileios Kouliaridis, Georgios Kambourakis
A Closer Look at Machine Learning Effectiveness in Android Malware Detection. Inf. 14 (1) (2023)
Filippos Giannakas, Christos Troussas, Akrivi Krouska, Ioannis Voyiatzis, Cleo Sgouropoulou
Blending cybersecurity education with IoT devices: A u-Learning scenario for introducing the man-in-the-middle attack. Inf. Secur. J. A Glob. Perspect. 32 (5) (2023)
Filippos Giannakas, Christos Troussas, Akrivi Krouska, Cleo Sgouropoulou, Ioannis Voyiatzis
Multi-technique comparative analysis of machine learning algorithms for improving the prediction of teams' performance. Educ. Inf. Technol. 27 (6) (2022)
Filippos Giannakas, Christos Troussas, Ioannis Voyiatzis, Cleo Sgouropoulou
A deep learning classification framework for early prediction of team-based academic performance. Appl. Soft Comput. 106 (2021)
Christos Troussas, Akrivi Krouska, Filippos Giannakas, Cleo Sgouropoulou, Ioannis Voyiatzis
An Alternative Educational Tool Through Interactive Software over Facebook in the Era of COVID-19. NiDS (2021)
Christos Troussas, Akrivi Krouska, Filippos Giannakas, Cleo Sgouropoulou, Ioannis Voyiatzis
Representation of Generalized Human Cognitive Abilities in a Sophisticated Student Leaderboard. ITS (2021)
Filippos Giannakas, Christos Troussas, Akrivi Krouska, Cleo Sgouropoulou, Ioannis Voyiatzis
XGBoost and Deep Neural Network Comparison: The Case of Teams' Performance. ITS (2021)
Akrivi Krouska, Christos Troussas, Filippos Giannakas, Cleo Sgouropoulou, Ioannis Voyiatzis
Enhancing the Effectiveness of Intelligent Tutoring Systems Using Adaptation and Cognitive Diagnosis Modeling. NiDS (2021)
Christos Troussas, Akrivi Krouska, Filippos Giannakas, Cleo Sgouropoulou, Ioannis Voyiatzis
Automated reasoning of learners' cognitive states using classification analysis. PCI (2020)
Christos Troussas, Akrivi Krouska, Filippos Giannakas, Cleo Sgouropoulou, Ioannis Voyiatzis
Redesigning teaching strategies through an information filtering system. PCI (2020)
Filippos Giannakas, Andreas Papasalouros, Georgios Kambourakis, Stefanos Gritzalis
A comprehensive cybersecurity learning platform for elementary education. Inf. Secur. J. A Glob. Perspect. 28 (3) (2019)
Filippos Giannakas, Georgios Kambourakis, Andreas Papasalouros, Stefanos Gritzalis
Security Education and Awareness for K-6 Going Mobile. Int. J. Interact. Mob. Technol. 10 (2) (2016)