Institutions of the University of Bayreuth
Chair Business Administration XVIII - Information Systems Management and Data Science

2023

Farah, Niklas ; Drack, Nicolas ; Dawel, Hannah ; Büttner, Ricardo:
A Deep Learning-Based Approach for the Detection of Infested Soybean Leaves.
In: IEEE Access. Vol. 11 (2023) . - pp. 99670-99679.
ISSN 2169-3536
DOI der Verlagsversion: https://doi.org/10.1109/ACCESS.2023.3313978

Braig, Niklas ; Benz, Alina ; Voth, Soeren ; Breitenbach, Johannes ; Büttner, Ricardo:
Machine Learning Techniques for Sentiment Analysis of COVID-19-Related Twitter Data.
In: IEEE Access. Vol. 11 (2023) . - pp. 14778-14803.
ISSN 2169-3536
DOI der Verlagsversion: https://doi.org/10.1109/ACCESS.2023.3242234

Penava, Pascal ; Büttner, Ricardo:
A Novel Small-Data Based Approach for Decoding Yes/No-Decisions of Locked-In Patients Using Generative Adversarial Networks.
In: IEEE Access. Vol. 11 (2023) . - pp. 118849-118864.
ISSN 2169-3536
DOI der Verlagsversion: https://doi.org/10.1109/ACCESS.2023.3326720

Principato, Marc ; Hasselwander, Lisa ; Stangner, Michael ; Büttner, Ricardo:
Unlocking the Potential of Wind Energy With Machine Learning-Based Avian Detection : A Call to Action.
In: IEEE Access. Vol. 11 (2023) . - pp. 64026-64048.
ISSN 2169-3536
DOI der Verlagsversion: https://doi.org/10.1109/ACCESS.2023.3287861

2022

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 der Verlagsversion: https://doi.org/10.1109/ACCESS.2022.3148711