Friedhelm Schwenker

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Publications (62)

• Randomized Modality Mixing with Patchwise RBF Networks for Robust Multimodal Pain Recognition
  Computers 2026 DOI: 10.3390/computers15020127
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• Multimodal Pain Recognition Based on Contrastive Adversarial Autoencoder Pretraining
  Machine Learning and Knowledge Extraction 2025 DOI: 10.3390/make7040165
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• Hybrid quantum tensor networks for aeroelastic applications
  Quantum Machine Intelligence 2025 DOI: 10.1007/s42484-025-00327-8
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• Dealing with Class Overlap Through Cluster-Based Sample Weighting
  Computers 2025 DOI: 10.3390/computers14110457
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• Diabetic retinopathy screening using machine learning: a systematic review
  BMC Biomedical Engineering 2025 DOI: 10.1186/s42490-025-00098-0
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• SAWL-Net: A Statistical Attentions and Wavelet Aided Lightweight Network for Classification of Cancers in Histopathological Images
  IEEE Transactions on Artificial Intelligence 2025 DOI: 10.1109/TAI.2025.3536424
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• TEMPO: Timestep Explanations for Modeling Preferences in Online Preference-Based RL
  IEEE Access 2025 DOI: 10.1109/ACCESS.2025.3588936
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• Fake vs. Real Face Discrimination Using Convolutional Neural Networks
  2024 DOI: 10.1007/978-3-031-57639-3_10
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• PatternPortrait: Draw Me Like One of Your Scribbles
  2024 DOI: 10.1007/978-3-031-56992-0_25
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• Interpretable Hybrid Multichannel Deep Learning Model for Heart Disease Classification Using 12-Lead ECG Signal
  IEEE Access 2024 DOI: 10.1109/ACCESS.2024.3421641
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