Yuhei Umeda
Publications by Year
Research Areas
Topological and Geometric Data Analysis, Domain Adaptation and Few-Shot Learning, Anomaly Detection Techniques and Applications, Crystallization and Solubility Studies, X-ray Diffraction in Crystallography
Most-Cited Works
- → Time Series Classification via Topological Data Analysis(2017)127 cited
- → PersLay: A Neural Network Layer for Persistence Diagrams and New Graph Topological Signatures(2019)75 cited
- → Topological Data Analysis for Arrhythmia Detection through Modular\n Neural Networks(2019)46 cited
- → Topological data analysis (TDA) enhances bispectral EEG (BSEEG) algorithm for detection of delirium(2021)34 cited
- → Evaluation of point-of-care thumb-size bispectral electroencephalography device to quantify delirium severity and predict mortality(2021)28 cited
- → DTM-Based Filtrations(2020)20 cited
- → Topological Uncertainty: Monitoring Trained Neural Networks through Persistence of Activation Graphs(2021)13 cited
- → Constant-Mean-Curvature Surfaces with Singularities in Minkowski 3-Space(2009)11 cited
- A General Neural Network Architecture for Persistence Diagrams and Graph Classification(2019)
- → Factors Related to Difficulty in Endoscopic Submucosal Dissection for Superficial Esophageal Cancer(2023)5 cited