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Benchmarking Transfer Learning Strategies in Time-Series Imaging : Recommendations for Analyzing Raw Sensor Data

Title data

Gross, Jan ; Büttner, Ricardo ; Baumgartl, Hermann:
Benchmarking Transfer Learning Strategies in Time-Series Imaging : Recommendations for Analyzing Raw Sensor Data.
In: IEEE Access. Vol. 10 (2022) . - pp. 16977-16991.
ISSN 2169-3536
DOI: https://doi.org/10.1109/ACCESS.2022.3148711

Official URL: Volltext

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Further data

Item Type: Article in a journal
Refereed: Yes
Keywords: Benchmarking; deep learning; machine learning; sensor data; time-series imaging; transfer learning
Institutions of the University: Faculties > Faculty of Law, Business and Economics > Department of Business Administration > Chair Business Administration XVIII - Information Systems Management and Data Science > Chair Business Administration XVIII - Information Systems Management and Data Science - Univ.-Prof. Dr. Ricardo Büttner
Faculties
Faculties > Faculty of Law, Business and Economics
Faculties > Faculty of Law, Business and Economics > Department of Business Administration
Faculties > Faculty of Law, Business and Economics > Department of Business Administration > Chair Business Administration XVIII - Information Systems Management and Data Science
Result of work at the UBT: Yes
DDC Subjects: 000 Computer Science, information, general works > 004 Computer science
300 Social sciences > 330 Economics
Date Deposited: 18 Mar 2023 22:00
Last Modified: 20 Mar 2023 08:15
URI: https://eref.uni-bayreuth.de/id/eprint/74302