Václav Gerla

18 papers Journal 5Unranked 13
YearRankTypeTitle / Venue / Authors
2019 J jnl
An Unsupervised Multichannel Artifact Detection Method for Sleep EEG Based on Riemannian Geometry.
Sensors
Elizaveta Saifutdinová, Marco Congedo, Daniela Urbaczka Dudysova, Lenka Lhotská, Jana Koprivova, Václav Gerla
2019 — conf
Semi-Automated Sleep EEG Scoring with Active Learning and HMM-Based Deletion of Ambiguous Instances.
UCAmI
Martin Macas, Nela Grimová, Václav Gerla, Lenka Lhotská
2019 J jnl
Semi-automated detection of polysomnographic REM sleep without atonia (RSWA) in REM sleep behavioral disorder.
Biomed. Signal Process. Control.
Iva Milerská, Václav Kremen, Václav Gerla, Erik K. St. Louis, Lenka Lhotská
2018 — conf
Active Learning for Semiautomatic Sleep Staging and Transitional EEG Segments.
BIBM
Martin Macas, Nela Grimová, Václav Gerla, Lenka Lhotská, Elizaveta Saifutdinová
2018 — conf
Addressing the Cold Start Problem in Active Learning Approach Used For Semi-automated Sleep Stages Classification.
BIBM
Nela Grimová, Martin Macas, Václav Gerla
2018 — conf
Artifact Detection in Multichannel Sleep EEG using Random Forest Classifier.
BIBM
Elizaveta Saifutdinová, Daniela Urbaczka Dudysova, Lenka Lhotská, Václav Gerla, Martin Macas
2018 — conf
Expert-in-the-loop Learning for Sleep EEG Data.
BIBM
Václav Gerla, Václav Kremen, Martin Macas, Elizaveta Saifutdinová, Arnost Mládek, Lenka Lhotská
2017 J jnl
Automatic identification of artifacts and unwanted physiologic signals in EEG and EOG during wakefulness.
Biomed. Signal Process. Control.
Václav Gerla, Václav Kremen, Naima Covassin, Lenka Lhotská, Elizaveta Saifutdinová, Jiri Bukartyk, Vladimír Marík, Virend K. Somers
2017 — conf
Riemannian Geometry in Sleep Stage Classification.
ITBAM
Elizaveta Saifutdinová, Václav Gerla, Lenka Lhotská
2016 — conf
Adaptive Segmentation Optimization for Sleep Spindle Detector.
ITBAM
Elizaveta Saifutdinová, Martin Macas, Václav Gerla, Lenka Lhotská
2015 — conf
Sleep spindles detection using Empirical Mode Decomposition.
IWCIM
Elizaveta Saifutdinová, Václav Gerla, Lenka Lhotská, Jana Koprivova, P. Sos
2014 J jnl
Binary social impact theory based optimization and its applications in pattern recognition.
Neurocomputing
Martin Macas, Amol P. Bhondekar, Ritesh Kumar, Rishemjit Kaur, Jakub Kuzilek, Václav Gerla, Lenka Lhotská, Pawan Kapur
2012 — conf
Automatic Neonatal Sleep EEG Recognition with Social Impact Based Feature Selection.
SOCO
Martin Macas, Václav Gerla, Lenka Lhotská
2011 — conf
EEG Analysis of the Navigation Strategies in a 3D Tunnel Task.
ICONIP (1)
Michal Vavrecka, Václav Gerla, Lenka Lhotská
2009 J jnl
Multivariate Analysis of Full-Term Neonatal Polysomnographic Data.
IEEE Trans. Inf. Technol. Biomed.
Václav Gerla, Karel Paul, Lenka Lhotská, Vladimir Krajca
2009 — conf
System Approach to Complex Signal Processing Task.
EUROCAST
Václav Gerla, Vladana Djordjevic, Lenka Lhotská, Vladimir Krajca
2008 — conf
Using Wavelet Transform for Feature Extraction from EEG Signal.
BIOSIGNALS (1)
Lenka Lhotská, Václav Gerla, Jiri Bukartyk, Vladimir Krajca, Svojmil Petránek
2007 — conf
Neonatal EEG Sleep Stages Modelling by Temporal Profiles.
EUROCAST
Vladimir Krajca, Svojmil Petránek, Jitka Mohylová, Karel Paul, Václav Gerla, Lenka Lhotská