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Conference and Workshop Papers
- 2022
[c6]Radovan Haluska, Jan Brabec, Tomás Komárek:
Benchmark of Data Preprocessing Methods for Imbalanced Classification. IEEE Big Data 2022: 2970-2979- 2021
- [c5]Tomás Komárek, Jan Brabec, Cenek Skarda, Petr Somol:
Threat Hunting as a Similarity Search Problem on Multi-positive and Unlabeled Data. IEEE BigData 2021: 2098-2103 - [c4]Paul Prasse
, Jan Brabec, Jan Kohout, Martin Kopp, Lukás Bajer, Tobias Scheffer:
Learning Explainable Representations of Malware Behavior. ECML/PKDD (4) 2021: 53-68 - [c3]Tomás Komárek, Jan Brabec, Petr Somol:
Explainable Multiple Instance Learning with Instance Selection Randomized Trees. ECML/PKDD (2) 2021: 715-730 - 2020
- [c2]Jan Brabec, Tomás Komárek, Vojtech Franc, Lukás Machlica:
On Model Evaluation Under Non-constant Class Imbalance. ICCS (4) 2020: 74-87 - 2018
- [c1]Jan Brabec, Lukás Machlica:
Decision-Forest Voting Scheme for Classification of Rare Classes in Network Intrusion Detection. SMC 2018: 3325-3330
Informal and Other Publications
- 2023
- [i7]Radovan Haluska, Jan Brabec, Tomás Komárek:
Benchmark of Data Preprocessing Methods for Imbalanced Classification. CoRR abs/2303.03094 (2023) - [i6]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 abs/2308.10776 (2023) - 2021
- [i5]Paul Prasse, Jan Brabec, Jan Kohout, Martin Kopp, Lukás Bajer, Tobias Scheffer:
Learning Explainable Representations of Malware Behavior. CoRR abs/2106.12328 (2021) - [i4]Jan Brabec, Lukás Machlica:
Decision-forest voting scheme for classification of rare classes in network intrusion detection. CoRR abs/2107.11862 (2021) - [i3]Jan Kohout, Cenek Skarda, Kyrylo Shcherbin, Martin Kopp, Jan Brabec:
A framework for comprehensible multi-modal detection of cyber threats. CoRR abs/2111.05764 (2021) - 2020
- [i2]Jan Brabec, Tomás Komárek, Vojtech Franc, Lukás Machlica:
On Model Evaluation under Non-constant Class Imbalance. CoRR abs/2001.05571 (2020) - 2018
- [i1]Jan Brabec, Lukás Machlica:
Bad practices in evaluation methodology relevant to class-imbalanced problems. CoRR abs/1812.01388 (2018)
Coauthor Index
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