W6730267373

• Explainable neural network for time series-based condition monitoring in sheet metal shearing

  2025 Journal of Intelligent Manufacturing article Engineering Machine Fault Diagnosis Techniques Open access

  2

  citations
• Learning curves for decision making in supervised machine learning: a survey

  2024 Machine Learning article Computer Science Machine Learning and Data Classification Open access

  65

  citations
• Towards autonomous learning and optimisation in textile production: data-driven simulation approach for optimiser validation

  2024 Journal of Intelligent Manufacturing article Engineering Digital Transformation in Industry Open access

  4

  citations
• Comparative Analysis of Modern, AI-based Data Compression on Power Quality Disturbance Data

  2023 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm) conference-paper Engineering Power Quality and Harmonics

  1

  citations
• Unsupervised deep learning for defect detection on CT parts using simulated data

  2023 Research and Review Journal of Nondestructive Testing article Engineering Industrial Vision Systems and Defect Detection Open access

  0

  citations
• Model-based Reinforcement Learning: A Survey

  2023 Foundations and Trends® in Machine Learning article Computer Science Reinforcement Learning in Robotics Open access cited by 2 patents

  530

  citations
• Optical coherence tomography and convolutional neural networks can differentiate colorectal liver metastases from liver parenchyma ex vivo

  2022 Journal of Cancer Research and Clinical Oncology article Engineering Optical Coherence Tomography Applications Open access

  14

  citations
• End-to-End Pipeline for Uncertainty Quantification and Remaining Useful Life Estimation: An Application on Aircraft Engines

  2022 PHM Society European Conference conference-paper Engineering Machine Fault Diagnosis Techniques Open access

  4

  citations
• Optical coherence tomography and convolutional neural networks can differentiate colorectal liver metastases from liver parenchyma ex vivo.

  2022 Research Square preprint Engineering Optical Coherence Tomography Applications Open access

  1

  citations
• Nachhaltigkeitsbewertung im Fondsgeschäft mittels Natural Language Processing

  2022 Springer eBooks book-chapter Economics, Econometrics and Finance Sustainable Finance and Green Bonds

  0

  citations
• IUCNN - deep learning approaches to approximate species’ extinction risk

  2021 bioRxiv (Cold Spring Harbor Laboratory) preprint Environmental Science Species Distribution and Climate Change Open access

  1

  citations
• Predicting the Time Until a Vehicle Changes the Lane Using LSTM-Based Recurrent Neural Networks

  2021 IEEE Robotics and Automation Letters article Engineering Autonomous Vehicle Technology and Safety Open access

  38

  citations
• Single-subject Prediction: A Statistical Paradigm for Precision Psychiatry

  2021 Springer eBooks book-chapter Neuroscience Functional Brain Connectivity Studies

  4

  citations
• Automated conservation assessment of the orchid family with deep learning

  2020 Conservation Biology article Environmental Science Species Distribution and Climate Change Open access

  107

  citations
• Hidden population modes in social brain morphology: Its parts are more than its sum

  2020 bioRxiv (Cold Spring Harbor Laboratory) preprint Neuroscience Functional Brain Connectivity Studies Open access

  2

  citations
• Automated conservation assessment of the orchid family using deep learning

  2020 bioRxiv (Cold Spring Harbor Laboratory) preprint Environmental Science Species Distribution and Climate Change Open access

  10

  citations

16 results