Marcin Bernas

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 29

Top Topics

Traffic Signal Control

Vehicular Ad Hoc Networks

Machine Learning

Top Venues

Publications

Leonid Romaniuk, Marcin Bernas, Vitalii Kartashov, Ihor Chykhira, Halyna Tulaidan
Аircraft automation principles as a basis for the use of information technologies. CITI (2024)
Marcin Bernas, Andrii Mykytyshyn, Vitalii Kartashov, Vitalii Levytskyi, Dmytro Martjanov
The Role of Cyber-Physical Systems and Internet of Things in Development Smart Cities for Industry 4.0. CITI (2023)
Sergii Polishchuk, Evgenia Ivanchenko, Marcin Bernas, Daniel Jancarczyk
Concept of cybernetic ability estimation of a human-operator for next generation aircraft "fly-by-wireless". KES (2022)
Marcin Bernas, Bartlomiej Placzek, Marcin Lewandowski
Ensemble of RNN Classifiers for Activity Detection Using a Smartphone and Supporting Nodes. Sensors 22 (23) (2022)
Vasyl P. Martsenyuk, Marcin Bernas, Aleksandra Klos-Witkowska
Two-Strain COVID-19 Model Using Delayed Dynamic System and Big Data. IEEE Access 9 (2021)
Vasyl P. Martsenyuk, Aleksandra Klos-Witkowska, Andriy Sverstiuk, Oksana Bahrii-Zaiats, Marcin Bernas, Krzysztof Witos
Intelligent Big Data System Based on Scientific Machine Learning of Cyber-physical Systems of Medical and Biological Processes. CMIS (2021)
Marcin Lewandowski, Bartlomiej Placzek, Marcin Bernas
Classifier-Based Data Transmission Reduction in Wearable Sensor Network for Human Activity Monitoring. Sensors 21 (1) (2021)
Vasyl P. Martsenyuk, Marcin Bernas, Aleksandra Klos-Witkowska, Tomasz Gancarczyk
On Parallel Processing of Machine Learning Based On Big Data and Voronoi Tessellation. IT&I (2021)
Bartlomiej Placzek, Marcin Bernas, Marcin Cholewa
A Credibility Score Algorithm for Malicious Data Detection in Urban Vehicular Networks. Inf. 11 (11) (2020)
Roman Kochan, Volodymyr Pohrebennyk, Serhii Kvaterniuk, Roman Petruk, Olena Kvaterniuk, Marcin Bernas, Rafal Szklarczyk, Ruslana Ziubina
Multispectral Control of Ecotoxicity of Waters Using Duckweed (Lemna Minor). IDAACS-SWS (2020)
Daniel Jancarczyk, Marcin Bernas, Tomasz Boczar
Distribution Transformer Parameters Detection Based on Low-Frequency Noise, Machine Learning Methods, and Evolutionary Algorithm. Sensors 20 (15) (2020)
Marcin Bernas, Wojciech Korski, Bartlomiej Placzek, Jaroslaw Smyla
Vehicle in Motion Weighing Based on Vibration Data Collected from Sensor Network. CN (2019)
Marcin Bernas, Bartlomiej Placzek, Jaroslaw Smyla
A Neuroevolutionary Approach to Controlling Traffic Signals Based on Data from Sensor Network. Sensors 19 (8) (2019)
Marcin Lewandowski, Marcin Bernas, Piotr Loska, Piotr Szymala, Bartlomiej Placzek
Extending Lifetime of Wireless Sensor Network in Application to Road Traffic Monitoring. CN (2019)
Daniel Jancarczyk, Marcin Bernas, Tomasz Boczar
Classification of Low Frequency Signals Emitted by Power Transformers Using Sensors and Machine Learning Methods. Sensors 19 (22) (2019)
Marcin Bernas, Jaroslaw Smyla
Light Sensor Based Vehicle and Pedestrian Detection Method for Wireless Sensor Network. CISIM (2018)
Marcin Lewandowski, Bartlomiej Placzek, Marcin Bernas, Piotr Szymala
Road Traffic Monitoring System Based on Mobile Devices and Bluetooth Low Energy Beacons. Wirel. Commun. Mob. Comput. 2018 (2018)
Marcin Bernas, Bartlomiej Placzek, Wojciech Korski
Wireless Network with Bluetooth Low Energy Beacons for Vehicle Detection and Classification. CN (2018)
Krzysztof Wrobel, Rafal Doroz, Piotr Porwik, Marcin Bernas
Personal identification utilizing lip print furrow based patterns. A new approach. Pattern Recognit. 81 (2018)
Marcin Bernas, Bartlomiej Placzek, Wojciech Korski, Piotr Loska, Jaroslaw Smyla, Piotr Szymala
A Survey and Comparison of Low-Cost Sensing Technologies for Road Traffic Monitoring. Sensors 18 (10) (2018)
Marcin Lewandowski, Bartlomiej Placzek, Marcin Bernas
Self-organizing Traffic Signal Control with Prioritization Strategy Aided by Vehicular Sensor Network. CISIM (2017)
Marcin Bernas, Bartlomiej Placzek, Alicja Sapek
Edge Real-Time Medical Data Segmentation for IoT Devices with Computational and Memory Constrains. ICCCI (2) (2017)
Bartlomiej Placzek, Marcin Bernas
Self-Organizing Mobility Control in Wireless Sensor and Actor Networks Based on Virtual Electrostatic Interactions. Wirel. Pers. Commun. 96 (4) (2017)
Bartlomiej Placzek, Marcin Bernas
Detection of malicious data in vehicular ad-hoc networks for traffic signal control applications. CoRR (2017)
Bartlomiej Placzek, Marcin Bernas
Minimum Transmission Range Estimation for Vehicular Ad Hoc Networks in Signalised Arterials. CN (2017)
Marcin Bernas, Bartlomiej Placzek
Zone-Based VANET Transmission Model for Traffic Signal Control. CN (2017)
Marcin Bernas, Bartlomiej Placzek
Period-aware local modelling and data selection for time series prediction. Expert Syst. Appl. 59 (2016)
Bartlomiej Placzek, Marcin Bernas
Detection of Malicious Data in Vehicular Ad Hoc Networks for Traffic Signal Control Applications. CN (2016)
Bartlomiej Placzek, Marcin Bernas
Data Suppression Algorithms for Surveillance Applications of Wireless Sensor and Actor Networks. CoRR (2016)
Marcin Bernas, Tomasz Orczyk, Joanna Musialik, Marek Hartleb, Barbara Blonska-Fajfrowska
Justified granulation aided noninvasive liver fibrosis classification system. BMC Medical Informatics Decis. Mak. 15 (2015)
Marcin Bernas, Bartlomiej Placzek
Energy Aware Object Localization in Wireless Sensor Network Based on Wi-Fi Fingerprinting. CN (2015)
Bartlomiej Placzek, Marcin Bernas
Data Suppression Algorithms for Surveillance Applications of Wireless Sensor and Actor Networks. CN (2015)
Marcin Bernas, Bartlomiej Placzek
Fully Connected Neural Networks Ensemble with Signal Strength Clustering for Indoor Localization in Wireless Sensor Networks. Int. J. Distributed Sens. Networks 11 (2015)
Marcin Bernas, Tomasz Orczyk, Piotr Porwik
Fusion of Granular Computing and k -NN Classifiers for Medical Data Support System. ACIIDS (2) (2015)
Bartlomiej Placzek, Marcin Bernas
Uncertainty-based information extraction in wireless sensor networks for control applications. CoRR (2014)
Bartlomiej Placzek, Marcin Bernas
Uncertainty-based information extraction in wireless sensor networks for control applications. Ad Hoc Networks 14 (2014)
Bartlomiej Placzek, Marcin Bernas
Optimizing data collection for object tracking in wireless sensor networks. CoRR (2013)
Bartlomiej Placzek, Marcin Bernas
Optimizing Data Collection for Object Tracking in Wireless Sensor Networks. CN (2013)
Marcin Bernas
WSN Power Conservation Using Mobile Sink for Road Traffic Monitoring. CN (2013)
Marcin Bernas
VANETs as a Part of Weather Warning Systems. CN (2012)
Marcin Bernas
Objects Detection and Tracking in Highly Congested Traffic Using Compressed Video Sequences. ICCVG (2012)
Marcin Bernas
The Colour Sketch Recognition Interface for Training Systems. ICCVG (1) (2010)
Jan Piecha, Marcin Bernas
The Graph Descriptors of E-content Unit Organisation and Controlling Features. CASoN (2009)
Marcin Bernas, Jan Piecha
Web Databases Descriptors Defined by Means of Pseudo . CASoN (2009)