Thomas Papastergiou

According to our database, Thomas Papastergiou authored at least 15 papers between 2008 and 2024.

Collaborative distances:

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

2024

A SHAP-based controversy analysis through communities on Twitter.

Samy Benslimane, Thomas Papastergiou, Jérôme Azé, Sandra Bringay, Maximilien Servajean, Caroline Mollevi

World Wide Web (WWW), September, 2024

2023

Discovering NDM-1 inhibitors using molecular substructure embeddings representations.

Thomas Papastergiou, Jérôme Azé, Sandra Bringay, Maxime Louet, Pascal Poncelet, Miyanou Rosales-Hurtado, Yen Vo-Hoang, Patricia Licznar-Fajardo, Jean-Denis Docquier, Laurent Gavara

J. Integr. Bioinform., July, 2023

Stale TLS Certificates: Investigating Precarious Third-Party Access to Valid TLS Keys.

Zane Ma, Aaron Faulkenberry, Thomas Papastergiou, Zakir Durumeric, Michael D. Bailey, Angelos D. Keromytis, Fabian Monrose, Manos Antonakakis

Proceedings of the 2023 ACM on Internet Measurement Conference, 2023

Explaining controversy through community analysis on Twitter.

Samy Benslimane, Thomas Papastergiou, Jérôme Azé, Sandra Bringay, Caroline Mollevi, Maximilien Servajean

Proceedings of the International Database Engineered Applications Symposium Conference, 2023

2022

Multiple Instance Learning Based on Mol2vec Molecular Substructure Embeddings for Discovery of NDM-1 Inhibitors.

Thomas Papastergiou, Jérôme Azé, Sandra Bringay, Maxime Louet, Pascal Poncelet, Laurent Gavara

Proceedings of the Practical Applications of Computational Biology and Bioinformatics, 2022

Returning to Port: Efficient Detection of Home Router Devices.

Thomas Papastergiou, Roberto Perdisci, Manos Antonakakis

Proceedings of the 10th IEEE Conference on Communications and Network Security, 2022

2021

Understanding the Growth and Security Considerations of ECS.

Athanasios Kountouras, Panagiotis Kintis, Athanasios Avgetidis, Thomas Papastergiou, Charles Lever, Michalis Polychronakis, Manos Antonakakis

Proceedings of the 28th Annual Network and Distributed System Security Symposium, 2021

2020

Κατανεμημένη τανυστική αποδόμηση στη μηχανική μάθηση για πλήρως ή μερικώς παρατηρούμενα πολυδιάστατα δεδομένα μεγάλου όγκου

Thomas Papastergiou

PhD thesis, 2020

IoTFinder: Efficient Large-Scale Identification of IoT Devices via Passive DNS Traffic Analysis.

Roberto Perdisci, Thomas Papastergiou, Omar Alrawi, Manos Antonakakis

Proceedings of the IEEE European Symposium on Security and Privacy, 2020

2019

Instance Selection Techniques for Multiple Instance Classification.

Efstathios Branikas, Thomas Papastergiou, Evangelia I. Zacharaki, Vasileios Megalooikonomou

Proceedings of the 10th International Conference on Information, 2019

TensMIL2: Improved Multiple Instance Classification Through Tensor Decomposition and Instance Selection.

Thomas Papastergiou, Evangelia I. Zacharaki, Vasileios Megalooikonomou

Proceedings of the 27th European Signal Processing Conference, 2019

2018

Tensor Decomposition for Multiple-Instance Classification of High-Order Medical Data.

Thomas Papastergiou, Evangelia I. Zacharaki, Vasileios Megalooikonomou

Complex., 2018

2017

A distributed proximal gradient descent method for tensor completion.

Thomas Papastergiou, Vasileios Megalooikonomou

Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

2015

Platform-aware dynamic data type refinement methodology for radix tree Data Structures.

Thomas Papastergiou, Lazaros Papadopoulos, Dimitrios Soudris

Proceedings of the 2015 International Conference on Embedded Computer Systems: Architectures, 2015

2008

On clustering tree structured data with categorical nature.

Basilis Boutsinas, Thomas Papastergiou

Pattern Recognit., 2008