Paulos Charonyktakis

12 papers A 1B 1C 2Journal 6Unranked 2
YearRankTypeTitle / Venue / Authors
2024 — conf
CLBO: Conditional Local Bayesian Optimization for Automated Machine Learning.
SETN
George Paterakis, Giorgos Borboudakis, Konstantinos Paraschakis, Paulos Charonyktakis, Ioannis Tsamardinos
2024 J jnl
Do We Really Need Imputation in AutoML Predictive Modeling?
ACM Trans. Knowl. Discov. Data
George Paterakis, Stefanos Fafalios, Paulos Charonyktakis, Vassilis Christophides, Ioannis Tsamardinos
2023 J jnl
A Meta-Level Learning Algorithm for Sequential Hyper-Parameter Space Reduction in AutoML.
CoRR
Giorgos Borboudakis, Paulos Charonyktakis, Konstantinos Paraschakis, Ioannis Tsamardinos
2023 J jnl
Automated machine learning for genome wide association studies.
Bioinform.
Kleanthi Lakiotaki, Zacharias Papadovasilakis, Vincenzo Lagani, Stefanos Fafalios, Paulos Charonyktakis, Michail Tsagris, Ioannis Tsamardinos
2021 C conf
Heart Rate Classification Using ECG Signal Processing and Machine Learning Methods.
BIBE
Maria Papadogiorgaki, Maria Venianaki, Paulos Charonyktakis, Marios Antonakakis, Ioannis Tsamardinos, Michalis E. Zervakis, Vangelis Sakkalis
2021 J jnl
Perspectives on automated composition of workflows in the life sciences.
F1000Research
Anna-Lena Lamprecht, Magnus Palmblad, Jon C. Ison, Veit Schwämmle, Mohammad Sadnan Al Manir, Ilkay Altintas, Christopher J. O. Baker, Ammar Ben Hadj Amor, Salvador Capella-Gutiérrez, Paulos Charonyktakis, Michael R. Crusoe, Yolanda Gil, Carole A. Goble, Timothy J. Griffin, Paul Groth, Hans Ienasescu, Pratik D. Jagtap, Matús Kalas, Vedran Kasalica, Alireza Khanteymoori, Tobias Kuhn, Hailiang Mei, Hervé Ménager, Steffen Möller, Robin A. Richardson, Vincent Robert, Stian Soiland-Reyes, Robert Stevens, Szaniszlo Szoke, Suzan Verberne, Aswin Verhoeven, Katherine Wolstencroft
2018 — conf
Mining Free-Text Medical Notes for Suicide Risk Assessment.
SETN
Marios Adamou, Grigoris Antoniou, Elissavet Greasidou, Vincenzo Lagani, Paulos Charonyktakis, Ioannis Tsamardinos
2017 A conf
Glottal Source Features for Automatic Speech-Based Depression Assessment.
INTERSPEECH
Olympia Simantiraki, Paulos Charonyktakis, Anastasia Pampouchidou, Manolis Tsiknakis, Martin Cooke
2016 J jnl
On User-Centric Modular QoE Prediction for VoIP Based on Machine-Learning Algorithms.
IEEE Trans. Mob. Comput.
Paulos Charonyktakis, Maria Plakia, Ioannis Tsamardinos, Maria Papadopouli
2016 B conf
On user-centric analysis and prediction of QoE for video streaming using empirical measurements.
QoMEX
Maria Plakia, Michalis Katsarakis, Paulos Charonyktakis, Maria Papadopouli, Ioannis Markopoulos
2014 J jnl
On user-centric tools for QoE-based recommendation and real-time analysis of large-scale markets.
IEEE Commun. Mag.
Michalis Katsarakis, Georgios Fortetsanakis, Paulos Charonyktakis, Alexandros Kostopoulos, Maria Papadopouli
2011 C conf
Forthroid on Android: A QR-code based information access system for smart phones.
LANMAN
Anastasios Alexandridis, Paulos Charonyktakis, Antonis Makrogiannakis, Artemis Papakonstantinou, Maria Papadopouli