Tomás Komárek

11 papers B 3Journal 3Unranked 5
YearRankTypeTitle / Venue / Authors
2023 J jnl
Benchmark of Data Preprocessing Methods for Imbalanced Classification.
CoRR
Radovan Haluska, Jan Brabec, Tomás Komárek
2022 B conf
Benchmark of Data Preprocessing Methods for Imbalanced Classification.
IEEE Big Data
Radovan Haluska, Jan Brabec, Tomás Komárek
2021 — conf
Explainable Multiple Instance Learning with Instance Selection Randomized Trees.
ECML/PKDD (2)
Tomás Komárek, Jan Brabec, Petr Somol
2021 — conf
Threat Hunting as a Similarity Search Problem on Multi-positive and Unlabeled Data.
IEEE BigData
Tomás Komárek, Jan Brabec, Cenek Skarda, Petr Somol
2020 — conf
On Model Evaluation Under Non-constant Class Imbalance.
ICCS (4)
Jan Brabec, Tomás Komárek, Vojtech Franc, Lukás Machlica
2020 J jnl
On Model Evaluation under Non-constant Class Imbalance.
CoRR
Jan Brabec, Tomás Komárek, Vojtech Franc, Lukás Machlica
2018 J jnl
Learning communication patterns for malware discovery in HTTPs data.
Expert Syst. Appl.
Jan Kohout, Tomás Komárek, Premysl Cech, Jan Bodnár, Jakub Lokoc
2018 — conf
Multiple Instance Learning with Bag-Level Randomized Trees.
ECML/PKDD (1)
Tomás Komárek, Petr Somol
2017 B conf
End-node Fingerprinting for Malware Detection on HTTPS Data.
ARES
Tomás Komárek, Petr Somol
2016 B conf
Feature Extraction and Malware Detection on Large HTTPS Data Using MapReduce.
SISAP
Premysl Cech, Jan Kohout, Jakub Lokoc, Tomás Komárek, Jakub Marousek, Tomás Pevný
2016 — conf
Passive NAT detection using HTTP access logs.
WIFS
Tomás Komárek, Martin Grill, Tomás Pevný