Georgios Feretzakis
Georgios Feretzakis
Postdoctoral Research Fellow at School of Science and Technology, Hellenic Open University
Verified email at ac.eap.gr
Title
Cited by
Cited by
Year
Data set operations to hide decision tree rules
D Kalles, VS Verykios, G Feretzakis, A Papagelis
Proceedings of the 1st International Workshop on AI for Privacy and Security …, 2016
102016
A 2-year single-centre audit on antibiotic resistance of Pseudomonas aeruginosa, Acinetobacter baumannii and Klebsiella pneumoniae strains from an intensive care unit and other …
G Feretzakis, E Loupelis, A Sakagianni, N Skarmoutsou, S Michelidou, ...
Antibiotics 8 (2), 62, 2019
82019
Using machine learning techniques to aid empirical antibiotic therapy decisions in the intensive care unit of a general hospital in Greece
G Feretzakis, E Loupelis, A Sakagianni, D Kalles, M Martsoukou, M Lada, ...
Antibiotics 9 (2), 50, 2020
72020
Hiding Decision Tree Rules in Medical Data: A Case Study.
G Feretzakis, D Kalles, VS Verykios
ICIMTH, 368-371, 2019
72019
On using linear diophantine equations for in-parallel hiding of decision tree rules
G Feretzakis, D Kalles, VS Verykios
Entropy 21 (1), 66, 2019
72019
On using linear diophantine equations for efficient hiding of decision tree rules
G Feretzakis, D Kalles, VS Verykios
Proceedings of the 10th Hellenic Conference on Artificial Intelligence, 1-8, 2018
72018
Using minimum local distortion to hide decision tree rules
G Feretzakis, D Kalles, VS Verykios
Entropy 21 (4), 334, 2019
62019
ECAI 2016: 22nd European Conference on Artificial Intelligence, 29 August-2 September 2016, The Hague, The Netherlands-Including Prestigious Applications of Artificial …
GA Kaminka, M Fox, P Bouquet
IOS Press, 2016
62016
Local Distortion Hiding in Financial Technology application: a case study with a benchmark data set
G Feretzakis, D Kalles, VS Verykios
2019 10th International Conference on Information, Intelligence, Systems and …, 2019
42019
Setting up an Easy-to-Use Machine Learning Pipeline for Medical Decision Support: A Case Study for COVID-19 Diagnosis Based on Deep Learning with CT Scans
J Mantas
The Importance of Health Informatics in Public Health during a Pandemic 272, 13, 2020
22020
Using Microbiological Data Analysis to Tackle Antibiotic Resistance of Klebsiella Pneumoniae.
G Feretzakis, E Loupelis, S Petropoulou, C Christopoulos, M Lada, ...
ICIMTH, 180-183, 2019
22019
Local Distortion Hiding (LDH) Algorithm: a Java-based prototype
G Feretzakis, K Mitropoulos, D Kalles, VS Verykios
SETN 2020: 11th Hellenic Conference on Artificial Intelligence, 144–149, 2020
2020
Local Distortion Hiding Algorithm in Medical Data: A Case Study Using CART
G Feretzakis, K Dimitris, VS Verykios
ICIMTH 272, 99-102, 2020
2020
Knowledge Hiding in Decision Trees for Learning Analytics Applications
G Feretzakis, D Kalles, VS Verykios
Advances in Core Computer Science-Based Technologies: Papers in Honor of …, 2020
2020
Using Machine Learning Algorithms to Predict Antimicrobial Resistance and Assist Empirical Treatment
G Feretzakis, E Loupelis, A Sakagianni, D Kalles, M Lada, ...
Studies in Health Technology and Informatics 272, 75-78, 2020
2020
Knowledge hiding in decision trees
G Feretzakis
Ελληνικό Ανοικτό Πανεπιστήμιο (ΕΑΠ). Σχολή Θετικών Επιστημών και Τεχνολογίας …, 2019
2019
On Using Linear Diophantine Equations to Tune the extent of Look Ahead while Hiding Decision Tree Rules
G Feretzakis, D Kalles, VS Verykios
https://arxiv.org/abs/1710.07214, 2017
2017
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