Václav Gerla

Orcid: 0000-0002-6616-2112

According to our database1, Václav Gerla authored at least 18 papers between 2007 and 2019.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2019
An Unsupervised Multichannel Artifact Detection Method for Sleep EEG Based on Riemannian Geometry.
Sensors, 2019

Semi-automated detection of polysomnographic REM sleep without atonia (RSWA) in REM sleep behavioral disorder.
Biomed. Signal Process. Control., 2019

Semi-Automated Sleep EEG Scoring with Active Learning and HMM-Based Deletion of Ambiguous Instances.
Proceedings of the 13th International Conference on Ubiquitous Computing and Ambient Intelligence, 2019

2018
Artifact Detection in Multichannel Sleep EEG using Random Forest Classifier.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

Active Learning for Semiautomatic Sleep Staging and Transitional EEG Segments.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

Addressing the Cold Start Problem in Active Learning Approach Used For Semi-automated Sleep Stages Classification.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

Expert-in-the-loop Learning for Sleep EEG Data.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

2017
Automatic identification of artifacts and unwanted physiologic signals in EEG and EOG during wakefulness.
Biomed. Signal Process. Control., 2017

Riemannian Geometry in Sleep Stage Classification.
Proceedings of the Information Technology in Bio- and Medical Informatics, 2017

2016
Adaptive Segmentation Optimization for Sleep Spindle Detector.
Proceedings of the Information Technology in Bio- and Medical Informatics, 2016

2015
Sleep spindles detection using Empirical Mode Decomposition.
Proceedings of the 2015 International Workshop on Computational Intelligence for Multimedia Understanding, 2015

2014
Binary social impact theory based optimization and its applications in pattern recognition.
Neurocomputing, 2014

2012
Automatic Neonatal Sleep EEG Recognition with Social Impact Based Feature Selection.
Proceedings of the Soft Computing Models in Industrial and Environmental Applications, 2012

2011
EEG Analysis of the Navigation Strategies in a 3D Tunnel Task.
Proceedings of the Neural Information Processing - 18th International Conference, 2011

2009
Multivariate Analysis of Full-Term Neonatal Polysomnographic Data.
IEEE Trans. Inf. Technol. Biomed., 2009

System Approach to Complex Signal Processing Task.
Proceedings of the Computer Aided Systems Theory, 2009

2008
Using Wavelet Transform for Feature Extraction from EEG Signal.
Proceedings of the First International Conference on Biomedical Electronics and Devices, 2008

2007
Neonatal EEG Sleep Stages Modelling by Temporal Profiles.
Proceedings of the Computer Aided Systems Theory, 2007


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