Václav Gerla

Publication Activity (10 Years)

Years Active: 2007-2019
Publications (10 Years): 10

Top Topics

Active Learning

Automated Detection

Top Venues

Biomed. Signal Process. Control.

Publications

Iva Milerská, Václav Kremen, Václav Gerla, Erik K. St Louis, Lenka Lhotská
Semi-automated detection of polysomnographic REM sleep without atonia (RSWA) in REM sleep behavioral disorder. Biomed. Signal Process. Control. 51 (2019)
Elizaveta Saifutdinová, Marco Congedo, Daniela Urbaczka Dudysova, Lenka Lhotská, Jana Koprivova, Václav Gerla
An Unsupervised Multichannel Artifact Detection Method for Sleep EEG Based on Riemannian Geometry. Sensors 19 (3) (2019)
Martin Macas, Nela Grimová, Václav Gerla, Lenka Lhotská
Semi-Automated Sleep EEG Scoring with Active Learning and HMM-Based Deletion of Ambiguous Instances. UCAmI (2019)
Nela Grimová, Martin Macas, Václav Gerla
Addressing the Cold Start Problem in Active Learning Approach Used For Semi-automated Sleep Stages Classification. BIBM (2018)
Elizaveta Saifutdinová, Daniela Urbaczka Dudysova, Lenka Lhotská, Václav Gerla, Martin Macas
Artifact Detection in Multichannel Sleep EEG using Random Forest Classifier. BIBM (2018)
Martin Macas, Nela Grimová, Václav Gerla, Lenka Lhotská, Elizaveta Saifutdinová
Active Learning for Semiautomatic Sleep Staging and Transitional EEG Segments. BIBM (2018)
Václav Gerla, Václav Kremen, Martin Macas, Elizaveta Saifutdinová, Arnost Mládek, Lenka Lhotská
Expert-in-the-loop Learning for Sleep EEG Data. BIBM (2018)
Václav Gerla, Václav Kremen, Naima Covassin, Lenka Lhotská, Elizaveta Saifutdinová, Jiri Bukartyk, Vladimír Marík, Virend K. Somers
Automatic identification of artifacts and unwanted physiologic signals in EEG and EOG during wakefulness. Biomed. Signal Process. Control. 31 (2017)
Elizaveta Saifutdinová, Václav Gerla, Lenka Lhotská
Riemannian Geometry in Sleep Stage Classification. ITBAM (2017)
Elizaveta Saifutdinová, Martin Macas, Václav Gerla, Lenka Lhotská
Adaptive Segmentation Optimization for Sleep Spindle Detector. ITBAM (2016)
Elizaveta Saifutdinová, Václav Gerla, Lenka Lhotská, Jana Koprivova, P. Sos
Sleep spindles detection using Empirical Mode Decomposition. IWCIM (2015)
Martin Macas, Amol P. Bhondekar, Ritesh Kumar, Rishemjit Kaur, Jakub Kuzilek, Václav Gerla, Lenka Lhotská, Pawan Kapur
Binary social impact theory based optimization and its applications in pattern recognition. Neurocomputing 132 (2014)
Martin Macas, Václav Gerla, Lenka Lhotská
Automatic Neonatal Sleep EEG Recognition with Social Impact Based Feature Selection. SOCO (2012)
Michal Vavrecka, Václav Gerla, Lenka Lhotská
EEG Analysis of the Navigation Strategies in a 3D Tunnel Task. ICONIP (1) (2011)
Václav Gerla, Vladana Djordjevic, Lenka Lhotská, Vladimir Krajca
System Approach to Complex Signal Processing Task. EUROCAST (2009)
Václav Gerla, Karel Paul, Lenka Lhotská, Vladimir Krajca
Multivariate Analysis of Full-Term Neonatal Polysomnographic Data. IEEE Trans. Inf. Technol. Biomed. 13 (1) (2009)
Lenka Lhotská, Václav Gerla, Jiri Bukartyk, Vladimir Krajca, Svojmil Petránek
Using Wavelet Transform for Feature Extraction from EEG Signal. BIOSIGNALS (1) (2008)
Vladimir Krajca, Svojmil Petránek, Jitka Mohylová, Karel Paul, Václav Gerla, Lenka Lhotská
Neonatal EEG Sleep Stages Modelling by Temporal Profiles. EUROCAST (2007)