Εμμανουήλ Μαραγκουδάκης

Ερευνητικά ενδιαφέροντα:

• Επιστήμη των Δεδομένων
• Αναλυτική Μεγάλων Δεδομένων
• Βάσεις Δεδομένων
• Μηχανική Μάθηση
• Βαθειά Μάθηση

Επιλεγμένες δημοσιεύσεις:

1. C. Kalyvas, M. Maragoudakis, Skyline and Reverse Skyline Query Processing in SpatialHadoop, Data & Knowledge Engineering, 2019
2. M. Maragoudakis, Bayesian Feature Construction for the Improvement of Classification Performance, International Journal of Data Analysis Techniques and Strategies, Vol. 12, No. 1, 2019, INDERSCIENCE
3. J. Gomez, L. Jaccheri, M. Maragoudakis, K. Sharma, Digital Storytelling for good with Tappetina Game, Entertainment Computing, 2019, Elsevier
4. N. Potha, M. Maragoudakis, D. Lyras, A Biology-Inspired, Data Mining Framework for Extracting Patterns in Sexual Cyberbullying Data, Knowledge-Based Systems, 2016, Elsevier
5. D. Drossos, M. Maragoudakis, F. Kokkinaki, Buying behavior on daily-deal sites: The role of face value, product involvement, information and website quality, Journal of Internet Commerce, Vol. 14, No. 2, pp. 200-232, 2015, Taylor & Francis
6. M. Maragoudakis, D. Serpanos, Exploiting Financial News and Social Media Opinions for Stock Market Analysis using MCMC Bayesian Inference, Computational Economics, 2015, Elsevier
7. A. Panteli, M. Maragoudakis, S. Gritzalis, Privacy-Preserving Data Mining using Radial Basis Functions on Horizontally-partitioned Databases in the Malicious Model, International Journal on Artificial Intelligence Tools, Vol. 23, No. 5, pp. 1450007:1-22, 2014, World Scientific Publishing
8. C. Kolias, G. Kambourakis, M. Maragoudakis, Swarm Intelligence in Intrusion Detection: A Survey, Computers & Security, Vol. 30, No. 8, pp. 625-642, 2011, Elsevier
9. E. Magkos, M. Maragoudakis, V. Chryssikopoulos, S. Gritzalis, Accurate and Large-Scale Privacy-Preserving Data Mining using the Election Paradigm, Data and Knowledge Engineering, Vol. 68, No. 11, pp. 1224-1236, 2009, Elsevier
10. G. N. Yannakakis, M. Maragoudakis, J. Hallam, Preference Learning for Cognitive Modeling: A Case Study on Entertainment Preferences, IEEE Systems, Man and Cybernetics; Part A: System