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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 -
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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406 Prognostic relevance of the molecular endometrial cancer classification among patients staged by lymphadenectomy and/or without adjuvant treatment2021 Endometrial cancer conference-paper Medicine Endometrial and Cervical Cancer Treatments Open access
Alicia León‐Castillo, Nanda Horeweg, Elke E.M. Peters, Tessa A. Rutten, Natalja T. ter Haar, Vincent T.H.B.M. Smit, +7 more
1citations -
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 -
Interpretable Visualizations of Deep Neural Networks for Domain Generation Algorithm Detection2020 IEEE Symposium on Visualization for Cyber Security (VIZSEC) conference-paper Computer Science Explainable Artificial Intelligence (XAI)
Franziska Becker, Arthur Drichel, Christoph Müller, Thomas Ertl
15citations -
Spatial Maturity Regression for the Classification of Hematopoietic Cells2022 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 -
Efficient Modeling of Digital Shadows for Production Processes: A Case Study for Quality Prediction in High Pressure Die Casting Processes2021 IEEE International Conference on Data Science and Advanced Analytics (DSAA) conference-paper Engineering Digital Transformation in Industry
Arnab Chakrabarti, Ravi Prasanna Sukumar, Matthias Jarke, Maximilian Rudack, Paul Buske, Carlo Holly
10citations