Paulos Charonyktakis

Most-cited papers

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

   Paulos Charonyktakis, Maria Plakia, I. Tsamardinos, M. Papadopouli

   2016IEEE Transactions on Mobile Computing76 citations

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2. Just Add Data: automated predictive modeling for knowledge discovery and feature selection

   I. Tsamardinos, Paulos Charonyktakis, G. Papoutsoglou, Giorgos Borboudakis +5 more

   2022npj Precision Oncology58 citations Open access

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3. An AutoML application to forecasting bank failures

   Anna Agrapetidou, Paulos Charonyktakis, Periklis Gogas, Theophilos Papadimitriou +1 more

   202132 citations

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4. Just Add Data: Automated Predictive Modeling and BioSignature Discovery

   I. Tsamardinos, Paulos Charonyktakis, Kleanthi Lakiotaki, Giorgos Borboudakis +4 more

   2020bioRxiv32 citations Open access

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5. Toward Automatic Risk Assessment to Support Suicide Prevention.

   M. Adamou, G. Antoniou, Elissavet Greasidou, V. Lagani +3 more

   2019Crisis31 citations Open access

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6. Glottal Source Features for Automatic Speech-Based Depression Assessment

   Olympia Simantiraki, Paulos Charonyktakis, A. Pampouchidou, M. Tsiknakis +1 more

   2017Interspeech28 citations Open access

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7. Mining Free-Text Medical Notes for Suicide Risk Assessment

   M. Adamou, G. Antoniou, Elissavet Greasidou, V. Lagani +2 more

   2018Hellenic Conference on Artificial Intelligence25 citations

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

   Michalis Katsarakis, Georgios Fortetsanakis, Paulos Charonyktakis, A. Kostopoulos +1 more

   2014IEEE Communications Magazine22 citations Open access

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9. Automated machine learning for genome wide association studies

   Kleanthi Lakiotaki, Zaharias Papadovasilakis, V. Lagani, Stefanos Fafalios +3 more

   2023Bioinform.18 citations Open access

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10. Perspectives on automated composition of workflows in the life sciences

    Anna-Lena Lamprecht, Magnus Palmblad, J. Ison, V. Schwämmle +28 more

    2021F1000Research18 citations Open access

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11. Do We Really Need Imputation in AutoML Predictive Modeling?

    G. Paterakis, Stefanos Fafalios, Paulos Charonyktakis, V. Christophides +1 more

    2024ACM Transactions on Knowledge Discovery from Data9 citations Open access

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

    M. Papadogiorgaki, M. Venianaki, Paulos Charonyktakis, M. Antonakakis +3 more

    2021International Conferences on Biological Information and Biomedical Engineering9 citations

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

    Maria Plakia, Michalis Katsarakis, Paulos Charonyktakis, M. Papadopouli +1 more

    2016International Workshop on Quality of Multimedia Experience9 citations

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

    Anastasios Alexandridis, Paulos Charonyktakis, Antonis Makrogiannakis, Artemis Papakonstantinou +1 more

    2011IEEE Workshop on Local and Metropolitan Area Networks4 citations

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15. Multiple Equivalent Solutions for the Lasso.

    Y. Pantazis, V. Lagani, Paulos Charonyktakis, I. Tsamardinos

    20173 citations

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

    Giorgos Borboudakis, Paulos Charonyktakis, Konstantinos Paraschakis, I. Tsamardinos

    2023arXiv.org2 citations

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17. Protocol for obtaining cancer type and subtype predictions using subSCOPE

    Jasleen K. Grewal, A. Robertson, K. Ellrott, Chris K. Wong +53 more

    2025STAR Protocols0 citations Open access

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