Zeitschrift: IEEE Access

2024

Bode, Jan ; Kühl, Niklas ; Kreuzberger, Dominik ; Holtmann, Carsten:
Towards Avoiding the Data Mess : Industry Insights from Data Mesh Implementations.
In: IEEE Access. Bd. 12 (2024) . - S. 95402-95416.
ISSN 2169-3536
DOI: https://doi.org/10.1109/ACCESS.2024.3417291

2023

Riedelbauch, Dominik ; Höllerich, Nico ; Henrich, Dominik:
Benchmarking Teamwork of Humans and Cobots : An Overview of Metrics, Strategies, and Tasks.
In: IEEE Access. Bd. 11 (2023) . - S. 43648-43674.
ISSN 2169-3536
DOI: https://doi.org/10.1109/ACCESS.2023.3271602

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

Kreuzberger, Dominik ; Kühl, Niklas ; Hirschl, Sebastian:
Machine learning operations (mlops) : Overview, definition, and architecture.
In: IEEE Access. Bd. 11 (2023) . - S. 31866-31879.
ISSN 2169-3536
DOI: https://doi.org/10.1109/ACCESS.2023.3262138

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. Bd. 11 (2023) . - S. 14778-14803.
ISSN 2169-3536
DOI: 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. Bd. 11 (2023) . - S. 118849-118864.
ISSN 2169-3536
DOI: 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. Bd. 11 (2023) . - S. 64026-64048.
ISSN 2169-3536
DOI: 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. Bd. 10 (2022) . - S. 16977-16991.
ISSN 2169-3536
DOI: https://doi.org/10.1109/ACCESS.2022.3148711

2021

Lobachev, Oleg ; Funatomi, Takuya ; Pfaffenroth, Alexander ; Förster, Reinhold ; Knudsen, Lars ; Wrede, Christoph ; Guthe, Michael ; Haberthür, David ; Hlushchuk, Ruslan ; Salaets, Thomas ; Toelen, Jaan ; Gaffling, Simone ; Mühlfeld, Christian ; Grothausmann, Roman:
Evaluating Registrations of Serial Sections With Distortions of the Ground Truths.
In: IEEE Access. Bd. 9 (2021) . - S. 152514-152535.
ISSN 2169-3536
DOI: https://doi.org/10.1109/ACCESS.2021.3124341

2020

Ali, Nairveen ; Kirchhoff, Johanna ; Onoja, Patrick Igoche ; Tannert, Astrid ; Neugebauer, Ute ; Popp, Jürgen ; Bocklitz, Thomas:
Predictive Modeling of Antibiotic Susceptibility in E. Coli Strains Using the U-Net Network and One-Class Classification.
In: IEEE Access. Bd. 8 (2020) . - S. 167711-167720.
ISSN 2169-3536
DOI: https://doi.org/10.1109/ACCESS.2020.3022829