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Piotr Grzesik
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2020 – today
- 2024
- [c13]Pawel Benecki
, Daniel Kostrzewa
, Piotr Grzesik
, Bohdan Shubyn
, Dariusz Mrozek
:
Enhancing Anomaly Detection in Automated Guided Vehicles through Feature Weight Optimization. GECCO Companion 2024: 79-80 - [c12]Pawel Benecki
, Daniel Kostrzewa
, Marek Drewniak
, Bohdan Shubyn
, Piotr Grzesik
, Vaidy S. Sunderam
, Boleslaw Pochopien
, Andrzej Kwiecien
, Bozena Malysiak-Mrozek
, Dariusz Mrozek
:
Towards Detection of Anomalies in Automated Guided Vehicles Based on Telemetry Data. ICCS (7) 2024: 192-207 - 2023
- [j2]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: 101956 (2023) - [c11]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. IEEE Big Data 2023: 5024-5030 - [c10]Pawel Benecki
, Daniel Kostrzewa
, Piotr Grzesik
, Bohdan Shubyn
, Dariusz Mrozek
:
Optimizing Telemetry Signal Influence for Power Consumption Prediction. GECCO Companion 2023: 51-52 - [c9]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: 492-504 - 2022
- [j1]Piotr Grzesik, Dariusz Rafal Augustyn
, Lukasz Wycislik, Dariusz Mrozek:
Serverless computing in omics data analysis and integration. Briefings Bioinform. 23(1) (2022) - [c8]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: 409-421 - [c7]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: 458-471 - [c6]Piotr Grzesik, Dariusz Mrozek:
Accelerating Edge Metagenomic Analysis with Serverless-Based Cloud Offloading. ICCS (1) 2022: 481-492 - [c5]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: 2073-2079 - 2021
- [c4]Piotr Grzesik, Dariusz Mrozek:
Metagenomic Analysis at the Edge with Jetson Xavier NX. ICCS (4) 2021: 500-511 - [c3]Piotr Grzesik, Dariusz Mrozek:
Serverless Nanopore Basecalling with AWS Lambda. ICCS (2) 2021: 578-586 - 2020
- [c2]Piotr Grzesik, Dariusz Mrozek
:
Comparative Analysis of Time Series Databases in the Context of Edge Computing for Low Power Sensor Networks. ICCS (5) 2020: 371-383
2010 – 2019
- 2019
- [c1]Piotr Grzesik, Dariusz Mrozek
:
Evaluation of Key-Value Stores for Distributed Locking Purposes. BDAS 2019: 70-81
Coauthor Index
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last updated on 2024-08-23 19:22 CEST by the dblp team
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