Roman Moucek

According to our database, Roman Moucek authored at least 67 papers between 2001 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Design of BCI-Based Exoskeleton System for Knee Rehabilitation.

Maryam Khoshkhooy Titkanlou, Duc Thien Pham, Roman Moucek

Proceedings of the 10th International Conference on Information and Communication Technologies for Ageing Well and e-Health, 2024

Automatic Motor Imagery Classification by CNN-Transformer-LSTM Using Multi-Channel EEG Signals.

Duc Thien Pham, Roman Moucek

Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024

A Type of EEG-ITNet for Motor Imagery EEG Signal Classification.

Maryam Khoshkhooy Titkanlou, Ehsan Monjezi, Roman Moucek

Proceedings of the 17th International Joint Conference on Biomedical Engineering Systems and Technologies, 2024

Augmentation of Motor Imagery Data for Brain-Controlled Robot-Assisted Rehabilitation.

Roman Moucek, Jakub Kodera, Pavel Mautner, Jaroslav Prucha

Proceedings of the 17th International Joint Conference on Biomedical Engineering Systems and Technologies, 2024

2023

Classification of Event-Related Potential Signals with a Variant of UNet Algorithm Using a Large P300 Dataset.

Maryam Khoshkhooy Titkanlou, Roman Moucek

Proceedings of the Brain Informatics - 16th International Conference, 2023

Automatic Sleep Stage Classification by CNN-Transformer-LSTM using single-channel EEG signal.

Duc Thien Pham, Roman Moucek

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

Use of Spiking Neural Networks over Augmented EEG Dataset.

Václav Hrabík, Roman Moucek

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023

2022

Correction to: A Standards Organization for Open and FAIR Neuroscience: the International Neuroinformatics Coordinating Facility.

Mathew Birdsall Abrams, Jan G. Bjaalie, Samir Das, Gary F. Egan, Satrajit S. Ghosh, Wojtek James Goscinski, Jeffrey S. Grethe, Jeanette Hellgren Kotaleski, Eric Tatt Wei Ho, David N. Kennedy, Linda J. Lanyon, Trygve B. Leergaard, Helen S. Mayberg, Luciano Milanesi, Roman Moucek, Jean-Baptiste Poline, Prasun Roy, Stephen C. Strother, Tong Boon Tang, Paul H. E. Tiesinga, Thomas Wachtler, Daniel K. Wójcik, Maryann E. Martone

Neuroinformatics, 2022

A Standards Organization for Open and FAIR Neuroscience: the International Neuroinformatics Coordinating Facility.

Mathew Birdsall Abrams, Jan G. Bjaalie, Samir Das, Gary F. Egan, Satrajit S. Ghosh, Wojtek James Goscinski, Jeffrey S. Grethe, Jeanette Hellgren Kotaleski, Eric Tatt Wei Ho, David N. Kennedy, Linda J. Lanyon, Trygve B. Leergaard, Helen S. Mayberg, Luciano Milanesi, Roman Moucek, Jean-Baptiste Poline, Prasun Roy, Stephen C. Strother, Tong Boon Tang, Paul H. E. Tiesinga, Thomas Wachtler, Daniel K. Wójcik, Maryann E. Martone

Neuroinformatics, 2022

Workflow for health-related and brain data lifecycle.

Petr Bruha, Roman Moucek, Jaromír Salamon, Vítezslav Vacek

Frontiers Digit. Health, 2022

BrainIn: A Data-driven Software System for Neurorehabilitation of People with Acquired Brain Injuries.

Roman Moucek, Lukás Vareka, Petr Bruha, Pavel Snejdar, Michal Horký, Ivana Herejková

Proceedings of the 8th International Conference on Information and Communication Technologies for Ageing Well and e-Health, 2022

2021

On Open Workflows for Processing of Standardized Electroencephalography Data.

Roman Moucek, Filip Kupilík

Proceedings of the 14th International Joint Conference on Biomedical Engineering Systems and Technologies, 2021

Spiking Neural Networks for Classification of Brain-Computer Interface and Image Data.

Václav Honzík, Roman Moucek

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

2020

On Architecture of BodyInNumbers Exercise and Wellness Health Strategy Framework.

Petr Bruha, Roman Moucek, P. Volf, L. Simeckové, O. St'áva

Proceedings of the ICMHI 2020: 4th International Conference on Medical and Health Informatics, 2020

Impact of Music on Human Brain Activity during Mental Stress.

Roman Moucek, Klára Beránková

Proceedings of the 13th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2020), 2020

2019

Investigation of EEG-Based Graph-Theoretic Analysis for Automatic Diagnosis of Alcohol Use Disorder.

Wajid Mumtaz, Lukás Vareka, Roman Moucek

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019 - 28th International Conference on Artificial Neural Networks, Munich, Germany, September 17-19, 2019, Proceedings, 2019

A Comparative Analysis of Preprocessing Methods for Single-Trial Event Related Potential Detection.

Wajid Mumtaz, Lukás Vareka, Roman Moucek

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2019: Theoretical Neural Computation, 2019

2018

Deep Learning Techniques for Classification of P300 Component.

Jirí Vanek, Roman Moucek

Proceedings of the 11th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2018), 2018

Stress Dichotomy using Heart Rate and Tweet Sentiment.

Jaromír Salamon, Katerina Cerná, Roman Moucek

Proceedings of the 11th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2018), 2018

Advances in Building BodyInNumbers Exercise and Wellness Health Strategy Framework.

Petr Bruha, Roman Moucek, Vítezslav Vacek, Pavel Snejdar, Lukás Vareka, Václav Kraft, Peter Rehor

Proceedings of the 11th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2018), 2018

2017

Applying an Archetype-Based Approach to Electroencephalography/Event-Related Potential Experiments in the EEGBase Resource.

Václav Papez, Roman Moucek

Frontiers Neuroinformatics, 2017

Application of Stacked Autoencoders to P300 Experimental Data.

Lukás Vareka, Tomás Prokop, Roman Moucek, Pavel Mautner, Jan Stebeták

Proceedings of the Artificial Intelligence and Soft Computing, 2017

Experimental Design and Collection of Brain and Respiratory Data for Detection of Driver's Attention.

Roman Moucek, Lukás Hnojský, Lukás Vareka, Tomás Prokop, Petr Bruha

Proceedings of the 10th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2017), 2017

Data Format for Storing ANT+ Sensors Data.

Petr Jezek, Roman Moucek

Proceedings of the 10th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2017), 2017

Exercise and Wellness Health Strategy Framework - Software Prototype for Rapid Collection and Storage of Heterogeneous Health Related Data.

Petr Bruha, Roman Moucek, Pavel Snejdar, David Bohmann, Václav Kraft, Peter Rehor

Proceedings of the 10th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2017), 2017

2016

Requirements for storing electrophysiology data.

Friedrich T. Sommer, Thomas Wachtler, Jeffrey L. Teeters, Jan Benda, Andrew P. Davison, Stephen J. Eglen, Richard C. Gerkin, Jeffrey S. Grethe, Jan Grewe, Kenneth D. Harris, Christian Johannes Kellner, Yann Le Franc, Roman Moucek, Dimiter Prodanov, Robert Pröpper, Hyrum L. Sessions, Leslie Smith, Andrey Sobolev, Adrian Stoewer, Barry Wark

CoRR, 2016

MoBio - A Mobile Application for Collecting Data from Sensors.

Petr Jezek, Roman Moucek

Proceedings of the 2nd International Conference on Information and Communication Technologies for Ageing Well and e-Health, 2016

Guess the Number - Applying a Simple Brain-Computer Interface to School-age Children.

Lukás Vareka, Tomás Prokop, Jan Stebeták, Roman Moucek

Proceedings of the 9th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2016), 2016

Ontology based Description of Analytic Methods for Electrophysiology.

Jan Stebeták, Roman Moucek

Proceedings of the 9th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2016), 2016

Link between Sentiment and Human Activity Represented by Footsteps - Experiment Exploiting IoT Devices and Social Networks.

Jaromír Salamon, Roman Moucek

Proceedings of the 9th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2016), 2016

2015

Semantic framework for mapping object-oriented model to semantic web languages.

Petr Jezek, Roman Moucek

Frontiers Neuroinformatics, 2015

Archetypes Development in Electrophysiology Domain - Electroencephalography as a Personal EHR System Module.

Václav Papez, Roman Moucek

Proceedings of the HEALTHINF 2015, 2015

Tool Facilitating Construction of Ontologies on the KIM Platform.

Roman Moucek, Jan Smitka, Petr Jezek

Proceedings of the HEALTHINF 2015, 2015

Framework for Collection of Electrophysiology Data.

Petr Jezek, Roman Moucek, Jakub Krauz, Jaroslav Hosek, Yann Le Franc, Thomas Wachtler, Jan Grewe

Proceedings of the HEALTHINF 2015, 2015

2014

Software and hardware infrastructure for research in electrophysiology.

Roman Moucek, Petr Bruha, Petr Jezek, Pavel Mautner, Jiri Novotny, Václav Papez, Tomás Prokop, Tomás Rondík, Jan Stebeták, Lukás Vareka

Frontiers Neuroinformatics, 2014

Corrigendum: Software and hardware infrastructure for research in electrophysiology.

Roman Moucek

Frontiers Neuroinformatics, 2014

P3 Component Detection Using HHT - Improvement of EMD with Additional Stopping Criteria.

Tomás Prokop, Roman Moucek

Proceedings of the Brain Informatics and Health - International Conference, 2014

Desing of Full-text Search for Database and Linkedin Social Network in Electrophysiology.

Jan Stebeták, Roman Moucek, Jan Koren

Proceedings of the HEALTHINF 2014, 2014

Model of Syntactic Compatibility in Workflows for Electrophysiology.

Jan Stebeták, Roman Moucek

Proceedings of the HEALTHINF 2014, 2014

Attention of Driver during Simulated Drive.

Roman Moucek, Vojtech Kosar

Proceedings of the HEALTHINF 2014, 2014

MongoDB for Electrophysiology Experiments.

Petr Jezek, Roman Moucek, Jakub Danek

Proceedings of the HEALTHINF 2014, 2014

2013

Framework for automatic generation of graphical layout compatible with multiple platforms.

Petr Jezek, Roman Moucek, Yann Le Franc, Thomas Wachtler, Jan Grewe

Proceedings of the 2013 IEEE Symposium on Visual Languages and Human Centric Computing, 2013

Model of Software and Hardware Infrastructure for Electrophysiology.

Petr Jezek, Jan Stebeták, Petr Bruha, Roman Moucek

Proceedings of the HEALTHINF 2013, 2013

Electroencephalography Data Processor - Framework for Running Signal Processing Methods.

Petr Jezek, Roman Moucek

Proceedings of the HEALTHINF 2013, 2013

Data and metadata models in electrophysiology domain: Separation of data models into semantic hierarchy and its integration into EEGBase.

Václav Papez, Roman Moucek

Proceedings of the 2013 IEEE International Conference on Bioinformatics and Biomedicine, 2013

2012

Analytic tools and workflows for EEG/ERP domain.

Jan Stebeták, Roman Moucek

Proceedings of the 5th International Conference on BioMedical Engineering and Informatics, 2012

Model of storage of ERP protocols in EEG/ERP portal.

Václav Papez, Roman Moucek

Proceedings of the 5th International Conference on BioMedical Engineering and Informatics, 2012

Driver's attention during monotonous driving.

Roman Moucek, Jan Rericha

Proceedings of the 5th International Conference on BioMedical Engineering and Informatics, 2012

Ontology development in EEG/ERP Portal.

Petr Jezek, Roman Moucek

Proceedings of the 5th International Conference on BioMedical Engineering and Informatics, 2012

Portal for research in electrophysiology - Data integration with neuroscience information framework.

Petr Bruha, Roman Moucek

Proceedings of the 5th International Conference on BioMedical Engineering and Informatics, 2012

Semantic Web in EEG/ERP Portal - Extending of Data Layer using Java Annotations.

Petr Jezek, Roman Moucek

Proceedings of the HEALTHINF 2012 - Proceedings of the International Conference on Health Informatics, Vilamoura, Algarve, Portugal, 1, 2012

2011

Transformation of Object-oriented Code into Semantic Web using Java Annotations.

Petr Jezek, Roman Moucek

Proceedings of the ICEIS 2011, 2011

Software Infrastructure for EEG/ERP Research.

Roman Moucek, Petr Jaros, Petr Jezek, Václav Papez

Proceedings of the KEOD 2011, 2011

PreSti - Neuroscience Stimuli Presentation Software.

Petr Jaros, Petr Háka, Roman Moucek

Proceedings of the KMIS 2011, 2011

Semantic web in EEG/ERP portal: Ontology development and NIF registration.

Petr Jezek, Roman Moucek

Proceedings of the 4th International Conference on Biomedical Engineering and Informatics, 2011

Semantic Web Technologies in EEG/ERP Domain - Software Solution.

Roman Moucek, Petr Jezek, Václav Papez

Proceedings of the HEALTHINF 2011, 2011

Integration of Signal Processing Methods into EEG/ERP System.

Petr Jezek, Roman Moucek

Proceedings of the HEALTHINF 2011, 2011

2010

System for Storage and Management of EEG/ERP Experiments - Generation of Ontology.

Roman Moucek, Petr Jezek

Proceedings of the ICEIS 2010 - Proceedings of the 12th International Conference on Enterprise Information Systems, Volume 1, DISI, Funchal, Madeira, Portugal, June 8, 2010

Using Mobile Agents in EEG Signal Processing.

Roman Moucek, Petr Solc

Proceedings of the ICAART 2010 - Proceedings of the International Conference on Agents and Artificial Intelligence, Volume 2, 2010

Comparison of Neural Networks used for Processing and Categorization of Czech Written Documents.

Pavel Mautner, Roman Moucek

Proceedings of the KDIR 2010, 2010

Database of EEG/ERP Experiments.

Petr Jezek, Roman Moucek

Proceedings of the HEALTHINF 2010, 2010

2009

WEBSOM Method - Word Categories in Czech Written Documents.

Roman Moucek, Pavel Mautner

Proceedings of the Text, Speech and Dialogue, 12th International Conference, 2009

2005

An Alternative Way of Semantic Interpretation.

Miloslav Konopík, Roman Moucek

Proceedings of the Text, Speech and Dialogue, 8th International Conference, 2005

2003

Corpus Construction within Linguistic Module of City Information Dialogue System.

Roman Moucek, Kamil Ekstein

Proceedings of the Computational Linguistics and Intelligent Text Processing, 2003

Time-Domain Structural Analysis of Speech.

Kamil Ekstein, Roman Moucek

Proceedings of the Computational Linguistics and Intelligent Text Processing, 2003

2001

Dialogue Manager in Dialogue System for Visually Impaired Programmers.

Karel Tauser, Václav Matousek, Roman Moucek

Proceedings of the Text, Speech and Dialogue, 4th International Conference, 2001

Help System in Dialogue Grammar Based Programming Environment for Visually Impaired Programmers.

Roman Moucek, Karel Tauser, Pavel Nygrýn

Proceedings of the Text, Speech and Dialogue, 4th International Conference, 2001