Lukás Machlica

27 papers A 3B 1C 1Misc 1Journal 6Unranked 15
YearRankTypeTitle / Venue / Authors
2021 J jnl
Decision-forest voting scheme for classification of rare classes in network intrusion detection.
CoRR
Jan Brabec, Lukás Machlica
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
2019 J jnl
Joint Detection of Malicious Domains and Infected Clients.
CoRR
Paul Prasse, René Knaebel, Lukás Machlica, Tomás Pevný, Tobias Scheffer
2019 J jnl
Joint detection of malicious domains and infected clients.
Mach. Learn.
Paul Prasse, René Knaebel, Lukás Machlica, Tomás Pevný, Tobias Scheffer
2018 J jnl
Bad practices in evaluation methodology relevant to class-imbalanced problems.
CoRR
Jan Brabec, Lukás Machlica
2018 B conf
Decision-Forest Voting Scheme for Classification of Rare Classes in Network Intrusion Detection.
SMC
Jan Brabec, Lukás Machlica
2017 J jnl
Learning detectors of malicious web requests for intrusion detection in network traffic.
CoRR
Lukás Machlica, Karel Bartos, Michal Sofka
2017 — conf
Malware Detection by Analysing Encrypted Network Traffic with Neural Networks.
ECML/PKDD (2)
Paul Prasse, Lukás Machlica, Tomás Pevný, Jirí Havelka, Tobias Scheffer
2017 — conf
Malware Detection by Analysing Network Traffic with Neural Networks.
IEEE Symposium on Security and Privacy Workshops
Paul Prasse, Lukás Machlica, Tomás Pevný, Jirí Havelka, Tobias Scheffer
2013 Misc conf
An efficient implementation of Probabilistic Linear Discriminant Analysis.
ICASSP
Lukás Machlica, Zbynek Zajíc
2013 — conf
Covariance Matrix Enhancement Approach to Train Robust Gaussian Mixture Models of Speech Data.
SPECOM
Jan Vanek, Lukás Machlica, Josef V. Psutka, Josef Psutka
2013 — conf
Dealing with Diverse Data Variances in Factor Analysis Based Methods.
SPECOM
Lukás Machlica
2013 — conf
Estimation of Single-Gaussian and Gaussian Mixture Models for Pattern Recognition.
CIARP (1)
Jan Vanek, Lukás Machlica, Josef Psutka
2013 — conf
On Behaviour of PLDA Models in the Task of Speaker Recognition.
TSD
Lukás Machlica, Vlasta Radová
2012 — conf
Analysis of the Influence of Speech Corpora in the PLDA Verification in the Task of Speaker Recognition.
TSD
Lukás Machlica, Zbynek Zajíc
2012 A conf
Factor Analysis and Nuisance Attribute Projection Revisited.
INTERSPEECH
Lukás Machlica, Zbynek Zajíc
2012 — conf
On complementarity of state-of-the-art speaker recognition systems.
ISSPIT
Lukás Machlica, Zbynek Zajíc, Ludek Müller
2012 — conf
Robust Adaptation Techniques Dealing with Small Amount of Data.
TSD
Zbynek Zajíc, Lukás Machlica, Ludek Müller
2011 C conf
Fast Estimation of Gaussian Mixture Model Parameters on GPU Using CUDA.
PDCAT
Lukás Machlica, Jan Vanek, Zbynek Zajíc
2011 — conf
Initialization of fMLLR with Sufficient Statistics from Similar Speakers.
TSD
Zbynek Zajíc, Lukás Machlica, Ludek Müller
2010 A conf
Discriminative adaptation based on fast combination of DMAP and dfMLLR.
INTERSPEECH
Lukás Machlica, Zbynek Zajíc, Ludek Müller
2010 — conf
On the Results of the First Mobile Biometry (MOBIO) Face and Speaker Verification Evaluation.
ICPR Contests
Sébastien Marcel, Chris McCool, Pavel Matejka, Timo Ahonen, Jan Cernocký, Shayok Chakraborty, Vineeth Nallure Balasubramanian, Sethuraman Panchanathan, Chi-Ho Chan, Josef Kittler, Norman Poh, Benoit G. B. Fauve, Ondrej Glembek, Oldrich Plchot, Zdenek Jancik, Anthony Larcher, Christophe Lévy, Driss Matrouf, Jean-François Bonastre, Ping-Han Lee, Jui-Yu Hung, Si-Wei Wu, Yi-Ping Hung, Lukás Machlica, John S. D. Mason, Sandra Mau, Conrad Sanderson, David Monzo, Antonio Albiol, Hieu V. Nguyen, Li Bai, Yan Wang, Matti Niskanen, Markus Turtinen, Juan Arturo Nolazco-Flores, L. Paola García-Perera, Roberto Aceves-Lopez, Mauricio Villegas, Roberto Paredes
2010 — conf
Robust Statistic Estimates for Adaptation in the Task of Speech Recognition.
TSD
Zbynek Zajíc, Lukás Machlica, Ludek Müller
2009 — conf
Fast Speaker Adaptation in Automatic Online Subtitling.
SIGMAP
Ales Prazák, Zbynek Zajíc, Lukás Machlica, Josef V. Psutka
2009 — conf
Refinement Approach for Adaptation Based on Combination of MAP and fMLLR.
TSD
Zbynek Zajíc, Lukás Machlica, Ludek Müller
2008 A conf
An expert system in speaker verification task.
INTERSPEECH
Zbynek Zajíc, Lukás Machlica, Ales Padrta, Jan Vanek, Vlasta Radová