Isolation Forest

• Hybrid Deep Learning‐Based Networks for Deterministic and Probabilistic Wind Nowcasting Within a Wake Vortex Warning System for Vertiport Operations

  2026 Meteorological Applications article Earth and Planetary Sciences Meteorological Phenomena and Simulations Open access

  0

  citations
• Segmentation for Optimizing Long-Lifecycle Processes in Object-Centric Process Mining

  2026 Lecture notes in business information processing conference-paper Business, Management and Accounting Business Process Modeling and Analysis

  0

  citations
• Maximizing Insights, Minimizing Data: I/O Time Prediction Using Transfer Learning

  2025 IEEE International Conference on High Performance Computing, Data, and Analytics conference-paper Computer Science Advanced Data Storage Technologies

  0

  citations
• 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
• Influence of various criteria on identifying the springtime tropospheric ozone depletion events (ODEs)at Utqiaġvik, Arctic

  2025 Atmospheric chemistry and physics article Earth and Planetary Sciences Atmospheric chemistry and aerosols Open access cited by 1 patent

  0

  citations
• A Generative Adversarial Network Approach to Predict Nanoparticle Size in Microfluidics

  2024 ACS Biomaterials Science & Engineering article Materials Science Nanoparticle-Based Drug Delivery

  20

  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
• 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
• 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
• 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
• 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
• 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
• A Classification-based Solution For Recommending Process Parameters of Production Processes Without Quality Measures

  2021 Procedia Computer Science conference-paper Engineering Digital Transformation in Industry Open access

  3

  citations

18 results