LOF

• Evaluating transferability of recommender systems from entity-level data to spatially aggregated household data in the context of green technology adoption

  2026 Energy and AI article Computer Science Recommender Systems and Techniques Open access

  0

  citations
• NiReject: toward automated bad channel detection in functional near-infrared spectroscopy

  2024 Neurophotonics article Medicine Optical Imaging and Spectroscopy Techniques Open access

  4

  citations
• Identifying the validity domain of machine learning models in building energy systems

  2023 Energy and AI article Engineering Building Energy and Comfort Optimization Open access

  16

  citations
• Outlier detection using iterative adaptive mini-minimum spanning tree generation with applications on medical data

  2023 Frontiers in Physiology article Computer Science Anomaly Detection Techniques and Applications Open access

  106

  citations
• Classification-based process parameter recommendation in sheet metal forming

  2023 Journal of Industrial Information Integration article Engineering Metal Forming Simulation Techniques Open access

  5

  citations
• The Dark Machines Anomaly Score Challenge: Benchmark Data and Model Independent Event Classification for the Large Hadron Collider

  2022 SciPost Physics article Physics and Astronomy Particle physics theoretical and experimental studies Open access

  115

  citations
• Outlier Detection for Trajectories via Flow-embeddings

  2021 2018 52nd Asilomar Conference on Signals, Systems, and Computers conference-paper Computer Science Topological and Geometric Data Analysis Open access

  7

  citations
• Temporal convolutional autoencoder for unsupervised anomaly detection in time series

  2021 Applied Soft Computing article Computer Science Anomaly Detection Techniques and Applications Open access

  220

  citations
• “Want to come play with me?” Outlier subgroup discovery on spatio‐temporal interactions

  2021 Expert Systems article Computer Science Data Mining Algorithms and Applications Open access

  4

  citations
• The eXPose Approach to Crosslier Detection

  2021 Proceedings - International Conference on Pattern Recognition/Proceedings/International Conference on Pattern Recognition conference-paper Computer Science Anomaly Detection Techniques and Applications Open access

  2

  citations
• Track to Reconstruct and Reconstruct to Track

  2020 IEEE Robotics and Automation Letters article Computer Science Video Surveillance and Tracking Methods Open access cited by 3 patents

  132

  citations
• Improving Imbalanced Classification by Anomaly Detection

  2020 Lecture notes in computer science conference-paper Computer Science Imbalanced Data Classification Techniques Open access

  38

  citations

12 results