Paulos Charonyktakis

According to our database, Paulos Charonyktakis authored at least 11 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Do We Really Need Imputation in AutoML Predictive Modeling?

George Paterakis, Stefanos Fafalios, Paulos Charonyktakis, Vassilis Christophides, Ioannis Tsamardinos

ACM Trans. Knowl. Discov. Data, July, 2024

2023

Automated machine learning for genome wide association studies.

Kleanthi Lakiotaki, Zacharias Papadovasilakis, Vincenzo Lagani, Stefanos Fafalios, Paulos Charonyktakis, Michail Tsagris, Ioannis Tsamardinos

Bioinform., September, 2023

A Meta-Level Learning Algorithm for Sequential Hyper-Parameter Space Reduction in AutoML.

Giorgos Borboudakis, Paulos Charonyktakis, Konstantinos Paraschakis, Ioannis Tsamardinos

CoRR, 2023

2021

Perspectives on automated composition of workflows in the life sciences.

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

F1000Research, 2021

Heart Rate Classification Using ECG Signal Processing and Machine Learning Methods.

Maria Papadogiorgaki, Maria Venianaki, Paulos Charonyktakis, Marios Antonakakis, Ioannis Tsamardinos, Michalis E. Zervakis, Vangelis Sakkalis

Proceedings of the 21st IEEE International Conference on Bioinformatics and Bioengineering, 2021

2018

Mining Free-Text Medical Notes for Suicide Risk Assessment.

Marios Adamou, Grigoris Antoniou, Elissavet Greasidou, Vincenzo Lagani, Paulos Charonyktakis, Ioannis Tsamardinos

Proceedings of the 10th Hellenic Conference on Artificial Intelligence, 2018

2017

Glottal Source Features for Automatic Speech-Based Depression Assessment.

Olympia Simantiraki, Paulos Charonyktakis, Anastasia Pampouchidou, Manolis Tsiknakis, Martin Cooke

Proceedings of the 18th Annual Conference of the International Speech Communication Association, 2017

2016

On User-Centric Modular QoE Prediction for VoIP Based on Machine-Learning Algorithms.

Paulos Charonyktakis, Maria Plakia, Ioannis Tsamardinos, Maria Papadopouli

IEEE Trans. Mob. Comput., 2016

On user-centric analysis and prediction of QoE for video streaming using empirical measurements.

Maria Plakia, Michalis Katsarakis, Paulos Charonyktakis, Maria Papadopouli, Ioannis Markopoulos

Proceedings of the Eighth International Conference on Quality of Multimedia Experience, 2016

2014

On user-centric tools for QoE-based recommendation and real-time analysis of large-scale markets.

Michalis Katsarakis, Georgios Fortetsanakis, Paulos Charonyktakis, Alexandros Kostopoulos, Maria Papadopouli

IEEE Commun. Mag., 2014

2011

Forthroid on Android: A QR-code based information access system for smart phones.

Anastasios Alexandridis, Paulos Charonyktakis, Antonis Makrogiannakis, Artemis Papakonstantinou, Maria Papadopouli

Proceedings of the 18th IEEE Workshop on Local & Metropolitan Area Networks, 2011