Paulos Charonyktakis
Paulos Charonyktakis
Deloitte Digital, JADBio
Verified email at - Homepage
Cited by
Cited by
On user-centric modular QoE prediction for VoIP based on machine-learning algorithms
P Charonyktakis, M Plakia, I Tsamardinos, M Papadopouli
IEEE Transactions on Mobile Computing 15 (6), 1443-1456, 2016
Just add data: automated predictive modeling for knowledge discovery and feature selection
I Tsamardinos, P Charonyktakis, G Papoutsoglou, G Borboudakis, ...
NPJ precision oncology 6 (1), 38, 2022
Toward automatic risk assessment to support suicide prevention
M Adamou, G Antoniou, E Greasidou, V Lagani, P Charonyktakis, ...
Crisis, 2018
An AutoML application to forecasting bank failures
A Agrapetidou, P Charonyktakis, P Gogas, T Papadimitriou, ...
Applied Economics Letters 28 (1), 5-9, 2021
Glottal Source Features for Automatic Speech-Based Depression Assessment.
O Simantiraki, P Charonyktakis, A Pampouchidou, M Tsiknakis, M Cooke
INTERSPEECH, 2700-2704, 2017
Mining free-text medical notes for suicide risk assessment
M Adamou, G Antoniou, E Greasidou, V Lagani, P Charonyktakis, ...
Proceedings of the 10th hellenic conference on artificial intelligence, 1-8, 2018
On user-centric tools for QoE-based recommendation and real-time analysis of large-scale markets
M Katsarakis, G Fortetsanakis, P Charonyktakis, A Kostopoulos, ...
IEEE Communications Magazine 52 (9), 37-43, 2014
Gradient boosting trees
S Fafalios, P Charonyktakis, I Tsamardinos
Gnosis Data Analysis PC, 1-3, 2020
On user-centric analysis and prediction of QoE for video streaming using empirical measurements
M Plakia, M Katsarakis, P Charonyktakis, M Papadopouli, I Markopoulos
2016 Eighth International Conference on Quality of Multimedia Experience …, 2016
Perspectives on automated composition of workflows in the life sciences
AL Lamprecht, M Palmblad, J Ison, V Schwämmle, MS Al Manir, I Altintas, ...
F1000Research 10, 2021
Heart Rate Classification Using ECG Signal Processing and Machine Learning Methods
M Papadogiorgaki, M Venianaki, P Charonyktakis, M Antonakakis, ...
2021 IEEE 21st International Conference on Bioinformatics and Bioengineering …, 2021
Forthroid on Android: A QR-code based information access system for smart phones
A Alexandridis, P Charonyktakis, A Makrogiannakis, A Papakonstantinou, ...
Local & Metropolitan Area Networks (LANMAN), 2011 18th IEEE Workshop on, 1-6, 2011
Enumerating multiple equivalent lasso solutions
Y Pantazis, V Lagani, I Tsamardinos
arXiv preprint arXiv:1710.04995, 2017
On user-centric QoE prediction for VoIP and video based on machine-learning
M Katsarakis, M Plakia, P Charonyktakis, M Papadopouli
Do we really need imputation in AutoML predictive modeling?
G Paterakis, S Fafalios, P Charonyktakis, V Christophides, I Tsamardinos
ACM Transactions on Knowledge Discovery from Data, 2024
Do we really need imputation in AutoML predictive modeling
V Christophides, G Paterakis, S Fafalios, P Charonyktakis, I Tsamardinos
ACM Transactions on Knowledge Discovery from Data (TKDD), 2024
A Meta-Level Learning Algorithm for Sequential Hyper-Parameter Space Reduction in AutoML
G Borboudakis, P Charonyktakis, K Paraschakis, I Tsamardinos
arXiv preprint arXiv:2312.06305, 2023
Automated machine learning for genome wide association studies
K Lakiotaki, Z Papadovasilakis, V Lagani, S Fafalios, P Charonyktakis, ...
Bioinformatics 39 (9), btad545, 2023
Just add data: Automated predictive modeling and biosignature discovery
I Tsamardinos, P Charonyktakis, K Lakiotaki, G Borboudakis, ...
BioRxiv, 2020.05. 04.075747, 2020
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