Paulos Charonyktakis

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 9

Top Topics

Heterogeneous Data Sets

Multiple Imputation

Genome Wide Association Studies

Machine Learning

Top Venues

IEEE Trans. Mob. Comput.

Publications

George Paterakis, Stefanos Fafalios, Paulos Charonyktakis, Vassilis Christophides, Ioannis Tsamardinos
Do We Really Need Imputation in AutoML Predictive Modeling? ACM Trans. Knowl. Discov. Data 18 (6) (2024)
Giorgos Borboudakis, Paulos Charonyktakis, Konstantinos Paraschakis, Ioannis Tsamardinos
A Meta-Level Learning Algorithm for Sequential Hyper-Parameter Space Reduction in AutoML. CoRR (2023)
Kleanthi Lakiotaki, Zacharias Papadovasilakis, Vincenzo Lagani, Stefanos Fafalios, Paulos Charonyktakis, Michail Tsagris, Ioannis Tsamardinos
Automated machine learning for genome wide association studies. Bioinform. 39 (9) (2023)
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
Perspectives on automated composition of workflows in the life sciences. F1000Research 10 (2021)
Maria Papadogiorgaki, Maria Venianaki, Paulos Charonyktakis, Marios Antonakakis, Ioannis Tsamardinos, Michalis E. Zervakis, Vangelis Sakkalis
Heart Rate Classification Using ECG Signal Processing and Machine Learning Methods. BIBE (2021)
Marios Adamou, Grigoris Antoniou, Elissavet Greasidou, Vincenzo Lagani, Paulos Charonyktakis, Ioannis Tsamardinos
Mining Free-Text Medical Notes for Suicide Risk Assessment. SETN (2018)
Olympia Simantiraki, Paulos Charonyktakis, Anastasia Pampouchidou, Manolis Tsiknakis, Martin Cooke
Glottal Source Features for Automatic Speech-Based Depression Assessment. INTERSPEECH (2017)
Paulos Charonyktakis, Maria Plakia, Ioannis Tsamardinos, Maria Papadopouli
On User-Centric Modular QoE Prediction for VoIP Based on Machine-Learning Algorithms. IEEE Trans. Mob. Comput. 15 (6) (2016)
Maria Plakia, Michalis Katsarakis, Paulos Charonyktakis, Maria Papadopouli, Ioannis Markopoulos
On user-centric analysis and prediction of QoE for video streaming using empirical measurements. QoMEX (2016)
Michalis Katsarakis, Georgios Fortetsanakis, Paulos Charonyktakis, Alexandros Kostopoulos, Maria Papadopouli
On user-centric tools for QoE-based recommendation and real-time analysis of large-scale markets. IEEE Commun. Mag. 52 (9) (2014)
Anastasios Alexandridis, Paulos Charonyktakis, Antonis Makrogiannakis, Artemis Papakonstantinou, Maria Papadopouli
Forthroid on Android: A QR-code based information access system for smart phones. LANMAN (2011)