LOF

• Gradient Free Multi-Objective Counterfactual Explainability for Multivariate Time Series Classification

  2025 IEEE International Conference on Big Data (BigData) conference-paper Computer Science Explainable Artificial Intelligence (XAI)

  0

  citations
• Towards automated self-supervised learning for truly unsupervised graph anomaly detection

  2025 Data Mining and Knowledge Discovery article Computer Science Advanced Graph Neural Networks Open access

  1

  citations
• Anomaly Detection in Metal-Textile Industries

  2025 Artificial intelligence book-chapter Engineering Industrial Vision Systems and Defect Detection Open access

  1

  citations
• A Method for Determining the Topology of Multiple Low-Voltage Radial Distribution Grids

  2024 IEEE International Conference on Smart Energy Grid Engineering (SEGE) conference-paper Engineering Optimal Power Flow Distribution cited by 1 patent

  0

  citations
• ML-Pipeline for the Quality Assessment of Screwdriving Processes

  2024 Procedia CIRP article Engineering Industrial Vision Systems and Defect Detection Open access

  2

  citations
• A Photochemical Strategy for the Conversion of Nitroarenes into Rigidified Pyrrolidine Analogues

  2023 Journal of the American Chemical Society article Chemistry Chemical Reactions and Mechanisms

  60

  citations
• Explainable contextual anomaly detection using quantile regression forests

  2023 Data Mining and Knowledge Discovery article Computer Science Anomaly Detection Techniques and Applications Open access

  26

  citations
• A Survey on Explainable Anomaly Detection

  2023 ACM Transactions on Knowledge Discovery from Data article Computer Science Explainable Artificial Intelligence (XAI) Open access cited by 1 patent

  131

  citations
• Rogue Emitter Detection Using Hybrid Network of Denoising Autoencoder and Deep Metric Learning

  2023 International Conference on Communications conference-paper Computer Science Wireless Signal Modulation Classification

  10

  citations
• Semi-Supervised Specific Emitter Identification Method Using Metric-Adversarial Training

  2023 IEEE Internet of Things Journal article Computer Science Wireless Signal Modulation Classification

  125

  citations
• Automating Data Science

  2022 Cognitive technologies book-chapter Computer Science Machine Learning and Data Classification Open access

  5

  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

16 results