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Domain Adaptation for Time-Series Classification to Mitigate Covariate Shift2022 ACM International Conference on Multimedia (ACM MM) conference-paper Computer Science Domain Adaptation and Few-Shot Learning Open access cited by 1 patent
Felix Ott, David Rügamer, Lucas Heublein, Bernd Bischl, Christopher Mutschler
34citations -
Securing Collaborative Medical AI by Using Differential Privacy: Domain Transfer for Classification of Chest Radiographs2023 Radiology Artificial Intelligence article Computer Science Privacy-Preserving Technologies in Data Open access
Soroosh Tayebi Arasteh, Mahshad Lotfinia, Teresa Nolte, Marwin-Jonathan Sähn, Peter Isfort, Christiane Katharina Kuhl, +3 more
19citations -
Plainware and Polychrome: Quantifying Perceptual Differences in Ceramic Classification Between Diverse Groups to Further a Strong Objectivity2020 Journal of Computer Applications in Archaeology article Computer Science Image Processing and 3D Reconstruction Open access
Lewis Borck, Jan Christoph Athenstädt, Lee Ann Cheromiah, Leslie Aragon, Ulrik Brandes, Corinne L. Hofman
6citations -
Efficient Malicious Traffic Classification Methods based on Semi-supervised Learning2022 International Conference on Dependable Systems and Their Applications (DSA) conference-paper Computer Science Network Security and Intrusion Detection
Xiaoyi Hu, Jie Yin, Jie Yang, Bamidele Adebisi, Haris Gacanin
2citations -
What does a Text Classifier Learn about Morality? An Explainable Method for Cross-Domain Comparison of Moral Rhetoric2023 Annual Meeting of the Association for Computational Linguistics (ACL) conference-paper Computer Science Explainable Artificial Intelligence (XAI) Open access
Enrico Liscio, Óscar Araque, Lorenzo Gatti, Ionut Constantinescu, Catholijn M. Jonker, Kyriaki Kalimeri, +1 more
13citations -
Improving Model Accuracy for Imbalanced Image Classification Tasks by Adding a Final Batch Normalization Layer: An Empirical Study8citations
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MedicalPatchNet: a patch-based self-explainable AI architecture for chest X-ray classification2026 Scientific Reports article Computer Science Explainable Artificial Intelligence (XAI) Open access
Patrick Wienholt, Christiane Katharina Kuhl, Jakob Nikolas Kather, Sven Nebelung, Daniel Truhn
3citations -
Analysis of automatically generated embedding guides for cell classification2022 International Conference on Image Processing Theory, Tools and Applications (IPTA) conference-paper Computer Science Digital Imaging for Blood Diseases
Philipp Gräbel, Julian Thull, Martina Margrit Crysandt, Barbara M. Klinkhammer, Peter Boor, Tim H. Brümmendorf, +1 more
0citations -
A Machine Learning Approach for the Classification of Disease Risks in Time Series2020 Mediterranean Conference on Embedded Computing (MECO) conference-paper Computer Science Time Series Analysis and Forecasting
Lejla Begic Fazlic, Ahmed Hallawa, Matthias Dziubany, Marlies Morgen, Marvin Schacht, Anke Schmeink, +4 more
5citations -
Few Shot Learning for the Classification of Confocal Laser Endomicroscopy Images of Head and Neck Tumors2023 arXiv (Cornell University) preprint Computer Science Domain Adaptation and Few-Shot Learning Open access
Marc Aubreville, Zhaoya Pan, Matti Sievert, Jonas Ammeling, Jonathan Ganz, Nicolai Oetter, +3 more
0citations