Jan Brabec

发表

Decision-Forest Voting Scheme for Classification of Rare Classes in Network Intrusion Detection

Jan Brabec, Lukás Machlica, J. Brabec, 2018, 2018 IEEE International Conference on Systems, Man, and Cybernetics (SMC).

ROBUST DECISION FOREST INFERENCE ALGORITHM IN PRESENCE OF MISSING FEATURE VALUES

Jan Brabec, Cenek Skarda, 2020 .

Bad practices in evaluation methodology relevant to class-imbalanced problems pdf

Jan Brabec, Lukás Machlica, J. Brabec, 2018, ArXiv.

How to Face Uncertainty in Phosphorus Abatement Decisions in Water Management

Jan Brabec, 2016 .

On Model Evaluation Under Non-constant Class Imbalance

Jan Brabec, Lukás Machlica, Vojtech Franc, 2020, ICCS.

MACHINE LEARNING FOR THING DETECTION, BEHAVIOR ANALYTICS, AND THREAT DETECTION: AN EFFICIENT ELIMINATION METHOD OF REDUNDANT FEATURE-SUBSETS

Jan Brabec, Lukas Machlica, Tomas Komarek, 2018 .

Learning Explainable Representations of Malware Behavior

Tobias Scheffer, Jan Brabec, Paul Prasse, 2021, ECML/PKDD.

A framework for comprehensible multi-modal detection of cyber threats pdf

Jan Brabec, Cenek Skarda, Martin Kopp, 2021, ArXiv.

Explainable Multiple Instance Learning with Instance Selection Randomized Trees

Petr Somol, Jan Brabec, Tomáš Komárek, 2021, ECML/PKDD.

Tensor‐valued diffusion MRI in under 3 minutes: an initial survey of microscopic anisotropy and tissue heterogeneity in intracranial tumors

Carl-Fredrik Westin, Markus Nilsson, Jan Brabec, 2019, Magnetic resonance in medicine.

Time‐dependent diffusion in undulating thin fibers: Impact on axon diameter estimation

Markus Nilsson, Jan Brabec, M. Nilsson, 2019, NMR in biomedicine.

Time-dependent diffusion in undulating structures: Impact on axon diameter estimation

Markus Nilsson, Jan Brabec, Samo Lasic, 2019, 1903.04536.