Jan Brabec

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 13

Top Topics

Top Venues

Publications

Radovan Haluska, Jan Brabec, Tomás Komárek
Benchmark of Data Preprocessing Methods for Imbalanced Classification. CoRR (2023)
Jan Brabec, Filip Srajer, Radek Starosta, Tomás Sixta, Marc Dupont, Milos Lenoch, Jirí Mensík, Florian Becker, Jakub Boros, Tomás Pop, Pavel Novák
A Modular and Adaptive System for Business Email Compromise Detection. CoRR (2023)
Radovan Haluska, Jan Brabec, Tomás Komárek
Benchmark of Data Preprocessing Methods for Imbalanced Classification. Big Data (2022)
Jan Brabec, Lukás Machlica
Decision-forest voting scheme for classification of rare classes in network intrusion detection. CoRR (2021)
Tomás Komárek, Jan Brabec, Cenek Skarda, Petr Somol
Threat Hunting as a Similarity Search Problem on Multi-positive and Unlabeled Data. IEEE BigData (2021)
Paul Prasse, Jan Brabec, Jan Kohout, Martin Kopp, Lukás Bajer, Tobias Scheffer
Learning Explainable Representations of Malware Behavior. ECML/PKDD (4) (2021)
Paul Prasse, Jan Brabec, Jan Kohout, Martin Kopp, Lukás Bajer, Tobias Scheffer
Learning Explainable Representations of Malware Behavior. CoRR (2021)
Tomás Komárek, Jan Brabec, Petr Somol
Explainable Multiple Instance Learning with Instance Selection Randomized Trees. ECML/PKDD (2) (2021)
Jan Kohout, Cenek Skarda, Kyrylo Shcherbin, Martin Kopp, Jan Brabec
A framework for comprehensible multi-modal detection of cyber threats. CoRR (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)
Jan Brabec, Lukás Machlica
Decision-Forest Voting Scheme for Classification of Rare Classes in Network Intrusion Detection. SMC (2018)
Jan Brabec, Lukás Machlica
Bad practices in evaluation methodology relevant to class-imbalanced problems. CoRR (2018)