Paulos Charonyktakis

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Ioannis TsamardinosProfessor, Computer Science Department, University of CreteVerified email at csd.uoc.gr
Vincenzo LaganiResearch Scientist, King Abdullah University of Science and TechnologyVerified email at kaust.edu.sa
Maria PapadopouliDepartment of Computer Science, University of Crete and Institute of Computer Science, FORTHVerified email at csd.uoc.gr
Kleanthi LakiotakiVerified email at ics.forth.gr
Stefanos FafaliosSphynx Technology SolutionsVerified email at sphynx.ch
Grigoris AntoniouProfessor of Computer Science, Leeds Beckett University & L3S Research CenterVerified email at hud.ac.uk
Marios AdamouUniversity of HuddersfieldVerified email at hud.ac.uk
Elissavet GreasidouIngka DigitalVerified email at ingka.ikea.com
Michalis KatsarakisInria ParisVerified email at inria.fr
Georgios PapoutsoglouJADBio, University of CreteVerified email at csd.uoc.gr
Michael DoyleProfessor of Mental Health Research, University of HuddersfieldVerified email at hud.ac.uk
Anastasia Pampouchidou, PhDHellenic Mediterranean UniversityVerified email at hmu.gr
Manolis TsiknakisDept. of Electrical & Computer Engineering, Hellenic Mediterranean University, GreeceVerified email at hmu.gr
Olympia SimantirakiPostdoctoral Researcher at Institute of Applied and Computational Mathematics, FORTHVerified email at iacm.forth.gr
Martin CookeProfessor, IkerbasqueVerified email at ikerbasque.org
Periklis GogasDepartment of Economics, Democritus University of ThraceVerified email at econ.duth.gr
Theophilos PapadimitriouDemocritus University of ThraceVerified email at econ.duth.gr
Anna AgrapetidouDemocritus University of ThraceVerified email at econ.duth.gr
Alexandros KostopoulosPost-doctoral researcher, OTE R&D, Athens University of Economics and Business, FORTH-ICSVerified email at aueb.gr
Yannis PantazisInstitute of Applied and Computational Mathematics, FORTHVerified email at iacm.forth.gr

Paulos Charonyktakis

Deloitte Digital, JADBio

Verified email at jadbio.com - Homepage

Automated Machine Learning Machine Learning Feature Selection Software engineering


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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	96	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	76	2022
Toward automatic risk assessment to support suicide prevention M Adamou, G Antoniou, E Greasidou, V Lagani, P Charonyktakis, ... Crisis, 2018	33	2018
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	31	2018
Glottal Source Features for Automatic Speech-Based Depression Assessment. O Simantiraki, P Charonyktakis, A Pampouchidou, M Tsiknakis, M Cooke INTERSPEECH, 2700-2704, 2017	29	2017
An AutoML application to forecasting bank failures A Agrapetidou, P Charonyktakis, P Gogas, T Papadimitriou, ... Applied Economics Letters 28 (1), 5-9, 2021	27	2021
Gradient boosting trees S Fafalios, P Charonyktakis, I Tsamardinos Gnosis Data Analysis PC 1, 2020	24	2020
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	24	2014
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	16	2021
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	10	2016
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	9	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	7	2011
Enumerating multiple equivalent lasso solutions Y Pantazis, V Lagani, I Tsamardinos arXiv preprint arXiv:1710.04995, 2017	5*	2017
On user-centric QoE prediction for VoIP and video based on machine-learning M Katsarakis, M Plakia, P Charonyktakis, M Papadopouli	3*
Automated machine learning for genome wide association studies K Lakiotaki, Z Papadovasilakis, V Lagani, S Fafalios, P Charonyktakis, ... Bioinformatics 39 (9), btad545, 2023	2	2023
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 18 (6), 1-64, 2024	1	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		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		2023
Just add data: Automated predictive modeling and biosignature discovery I Tsamardinos, P Charonyktakis, K Lakiotaki, G Borboudakis, ... BioRxiv, 2020.05. 04.075747, 2020		2020

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