Tomás Komárek

According to our database, Tomás Komárek authored at least 9 papers between 2016 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2022

Benchmark of Data Preprocessing Methods for Imbalanced Classification.

Radovan Haluska, Jan Brabec, Tomás Komárek

Proceedings of the IEEE International Conference on Big Data, 2022

2021

Explainable Multiple Instance Learning with Instance Selection Randomized Trees.

Tomás Komárek, Jan Brabec, Petr Somol

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2021

Threat Hunting as a Similarity Search Problem on Multi-positive and Unlabeled Data.

Tomás Komárek, Jan Brabec, Cenek Skarda, Petr Somol

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

2020

On Model Evaluation Under Non-constant Class Imbalance.

Jan Brabec, Tomás Komárek, Vojtech Franc, Lukás Machlica

Proceedings of the Computational Science - ICCS 2020, 2020

2018

Learning communication patterns for malware discovery in HTTPs data.

Jan Kohout, Tomás Komárek, Premysl Cech, Jan Bodnár, Jakub Lokoc

Expert Syst. Appl., 2018

Multiple Instance Learning with Bag-Level Randomized Trees.

Tomás Komárek, Petr Somol

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2018

2017

End-node Fingerprinting for Malware Detection on HTTPS Data.

Tomás Komárek, Petr Somol

Proceedings of the 12th International Conference on Availability, Reliability and Security, Reggio Calabria, Italy, August 29, 2017

2016

Passive NAT detection using HTTP access logs.

Tomás Komárek, Martin Grill, Tomás Pevný

Proceedings of the IEEE International Workshop on Information Forensics and Security, 2016

Feature Extraction and Malware Detection on Large HTTPS Data Using MapReduce.

Premysl Cech, Jan Kohout, Jakub Lokoc, Tomás Komárek, Jakub Marousek, Tomás Pevný

Proceedings of the Similarity Search and Applications - 9th International Conference, 2016