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Bohdan Shubyn
ORCID
Publication Activity (10 Years)
Years Active: 2022-2023
Publications (10 Years): 8
Top Topics
Feature Engineering
Deep Learning
Anomaly Detection
Energy Consumption
Top Venues
ICCS (4)
SMC
BigData
IDAACS
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Publications
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Bohdan Shubyn
,
Daniel Kostrzewa
,
Piotr Grzesik
,
Pawel Benecki
,
Taras Maksymyuk
,
Vaidy S. Sunderam
,
Jia-Hao Syu
,
Jerry Chun-Wei Lin
,
Dariusz Mrozek
Federated Learning for improved prediction of failures in Autonomous Guided Vehicles.
J. Comput. Sci.
68 (2023)
Pawel Benecki
,
Daniel Kostrzewa
,
Piotr Grzesik
,
Bohdan Shubyn
,
Jia-Hao Syu
,
Jerry Chun-Wei Lin
,
Vaidy S. Sunderam
,
Dariusz Mrozek
Effective Prediction of Energy Consumption in Automated Guided Vehicles with Recurrent and Convolutional Neural Networks.
BigData
(2023)
Bohdan Shubyn
,
Piotr Grzesik
,
Taras Maksymyuk
,
Daniel Kostrzewa
,
Pawel Benecki
,
Jia-Hao Syu
,
Jerry Chun-Wei Lin
,
Vaidy S. Sunderam
,
Dariusz Mrozek
Resource Consumption of Federated Learning Approach Applied on Edge IoT Devices in the AGV Environment.
ICCS (5)
(2023)
Pawel Benecki
,
Daniel Kostrzewa
,
Piotr Grzesik
,
Bohdan Shubyn
,
Dariusz Mrozek
Optimizing Telemetry Signal Influence for Power Consumption Prediction.
GECCO Companion
(2023)
Taras Maksymyuk
,
Nazarii Lutsiv
,
Bohdan Shubyn
,
Juraj Gazda
,
Orest Ivakhiv
Feature Engineering for Deep Learning-Based Anomaly Detection in 5G and Beyond.
IDAACS
(2023)
Pawel Benecki
,
Daniel Kostrzewa
,
Piotr Grzesik
,
Bohdan Shubyn
,
Dariusz Mrozek
Forecasting of Energy Consumption for Anomaly Detection in Automated Guided Vehicles: Models and Feature Selection.
SMC
(2022)
Bohdan Shubyn
,
Dariusz Mrozek
,
Taras Maksymyuk
,
Vaidy S. Sunderam
,
Daniel Kostrzewa
,
Piotr Grzesik
,
Pawel Benecki
Federated Learning for Anomaly Detection in Industrial IoT-enabled Production Environment Supported by Autonomous Guided Vehicles.
ICCS (4)
(2022)
Piotr Grzesik
,
Pawel Benecki
,
Daniel Kostrzewa
,
Bohdan Shubyn
,
Dariusz Mrozek
On-Edge Aggregation Strategies over Industrial Data Produced by Autonomous Guided Vehicles.
ICCS (4)
(2022)