Marcin Bernas
Orcid: 0000-0002-0099-1647
According to our database1,
Marcin Bernas
authored at least 39 papers
between 2009 and 2023.
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Bibliography
2023
The Role of Cyber-Physical Systems and Internet of Things in Development Smart Cities for Industry 4.0.
Proceedings of the 1st International Workshop on Computer Information Technologies in Industry 4.0 (CITI 2023), 2023
2022
Ensemble of RNN Classifiers for Activity Detection Using a Smartphone and Supporting Nodes.
Sensors, 2022
Concept of cybernetic ability estimation of a human-operator for next generation aircraft "fly-by-wireless".
Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 26th International Conference KES-2022, 2022
2021
Classifier-Based Data Transmission Reduction in Wearable Sensor Network for Human Activity Monitoring.
Sensors, 2021
IEEE Access, 2021
On Parallel Processing of Machine Learning Based On Big Data and Voronoi Tessellation.
Proceedings of the Selected Papers of the VIII International Scientific Conference "Information Technology and Implementation" (IT&I-2021). Conference Proceedings, 2021
Intelligent Big Data System Based on Scientific Machine Learning of Cyber-physical Systems of Medical and Biological Processes.
Proceedings of The Fourth International Workshop on Computer Modeling and Intelligent Systems (CMIS-2021), 2021
2020
Distribution Transformer Parameters Detection Based on Low-Frequency Noise, Machine Learning Methods, and Evolutionary Algorithm.
Sensors, 2020
A Credibility Score Algorithm for Malicious Data Detection in Urban Vehicular Networks.
Inf., 2020
Proceedings of the 2020 IEEE 5th International Symposium on Smart and Wireless Systems within the Conferences on Intelligent Data Acquisition and Advanced Computing Systems (IDAACS-SWS), 2020
2019
Classification of Low Frequency Signals Emitted by Power Transformers Using Sensors and Machine Learning Methods.
Sensors, 2019
A Neuroevolutionary Approach to Controlling Traffic Signals Based on Data from Sensor Network.
Sensors, 2019
Extending Lifetime of Wireless Sensor Network in Application to Road Traffic Monitoring.
Proceedings of the Computer Networks - 26th International Conference, 2019
Proceedings of the Computer Networks - 26th International Conference, 2019
2018
Road Traffic Monitoring System Based on Mobile Devices and Bluetooth Low Energy Beacons.
Wirel. Commun. Mob. Comput., 2018
A Survey and Comparison of Low-Cost Sensing Technologies for Road Traffic Monitoring.
Sensors, 2018
Pattern Recognit., 2018
Wireless Network with Bluetooth Low Energy Beacons for Vehicle Detection and Classification.
Proceedings of the Computer Networks - 25th International Conference, 2018
Light Sensor Based Vehicle and Pedestrian Detection Method for Wireless Sensor Network.
Proceedings of the Computer Information Systems and Industrial Management, 2018
2017
Self-Organizing Mobility Control in Wireless Sensor and Actor Networks Based on Virtual Electrostatic Interactions.
Wirel. Pers. Commun., 2017
Edge Real-Time Medical Data Segmentation for IoT Devices with Computational and Memory Constrains.
Proceedings of the Computational Collective Intelligence - 9th International Conference, 2017
Minimum Transmission Range Estimation for Vehicular Ad Hoc Networks in Signalised Arterials.
Proceedings of the Computer Networks - 24th International Conference, 2017
Proceedings of the Computer Networks - 24th International Conference, 2017
Self-organizing Traffic Signal Control with Prioritization Strategy Aided by Vehicular Sensor Network.
Proceedings of the Computer Information Systems and Industrial Management, 2017
2016
Expert Syst. Appl., 2016
Detection of Malicious Data in Vehicular Ad Hoc Networks for Traffic Signal Control Applications.
Proceedings of the Computer Networks - 23rd International Conference, 2016
2015
BMC Medical Informatics Decis. Mak., 2015
Fully Connected Neural Networks Ensemble with Signal Strength Clustering for Indoor Localization in Wireless Sensor Networks.
Int. J. Distributed Sens. Networks, 2015
Data Suppression Algorithms for Surveillance Applications of Wireless Sensor and Actor Networks.
Proceedings of the Computer Networks - 22nd International Conference, 2015
Energy Aware Object Localization in Wireless Sensor Network Based on Wi-Fi Fingerprinting.
Proceedings of the Computer Networks - 22nd International Conference, 2015
Proceedings of the Intelligent Information and Database Systems - 7th Asian Conference, 2015
2014
Uncertainty-based information extraction in wireless sensor networks for control applications.
Ad Hoc Networks, 2014
2013
Proceedings of the Computer Networks, 20th International Conference, 2013
Proceedings of the Computer Networks, 20th International Conference, 2013
2012
Objects Detection and Tracking in Highly Congested Traffic Using Compressed Video Sequences.
Proceedings of the Computer Vision and Graphics - International Conference, 2012
Proceedings of the Computer Networks - 19th International Conference, 2012
2010
Proceedings of the Computer Vision and Graphics - International Conference, 2010
2009
Proceedings of the International Conference on Computational Aspects of Social Networks, 2009
Proceedings of the International Conference on Computational Aspects of Social Networks, 2009