Tomás Komárek

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 11

Top Topics

Randomized Trees

Top Venues

Publications

Radovan Haluska, Jan Brabec, Tomás Komárek
Benchmark of Data Preprocessing Methods for Imbalanced Classification. CoRR (2023)
Radovan Haluska, Jan Brabec, Tomás Komárek
Benchmark of Data Preprocessing Methods for Imbalanced Classification. Big Data (2022)
Tomás Komárek, Jan Brabec, Cenek Skarda, Petr Somol
Threat Hunting as a Similarity Search Problem on Multi-positive and Unlabeled Data. IEEE BigData (2021)
Tomás Komárek, Jan Brabec, Petr Somol
Explainable Multiple Instance Learning with Instance Selection Randomized Trees. ECML/PKDD (2) (2021)
Jan Brabec, Tomás Komárek, Vojtech Franc, Lukás Machlica
On Model Evaluation under Non-constant Class Imbalance. CoRR (2020)
Jan Brabec, Tomás Komárek, Vojtech Franc, Lukás Machlica
On Model Evaluation Under Non-constant Class Imbalance. ICCS (4) (2020)
Tomás Komárek, Petr Somol
Multiple Instance Learning with Bag-Level Randomized Trees. ECML/PKDD (1) (2018)
Jan Kohout, Tomás Komárek, Premysl Cech, Jan Bodnár, Jakub Lokoc
Learning communication patterns for malware discovery in HTTPs data. Expert Syst. Appl. 101 (2018)
Tomás Komárek, Petr Somol
End-node Fingerprinting for Malware Detection on HTTPS Data. ARES (2017)
Tomás Komárek, Martin Grill, Tomás Pevný
Passive NAT detection using HTTP access logs. WIFS (2016)
Premysl Cech, Jan Kohout, Jakub Lokoc, Tomás Komárek, Jakub Marousek, Tomás Pevný
Feature Extraction and Malware Detection on Large HTTPS Data Using MapReduce. SISAP (2016)