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| Persistent Directed Flag Laplacian (PDFL)-Based Machine Learning for Protein-Ligand Binding Affinity Prediction | Nov 4, 2024 | Drug DiscoveryTopological Data Analysis | CodeCode Available | 0 |
| AuToMATo: An Out-Of-The-Box Persistence-Based Clustering Algorithm | Aug 13, 2024 | ClusteringTopological Data Analysis | CodeCode Available | 0 |
| G-Mapper: Learning a Cover in the Mapper Construction | Sep 12, 2023 | Topological Data Analysis | CodeCode Available | 0 |
| Sleep Staging from Airflow Signals Using Fourier Approximations of Persistence Curves | Nov 12, 2024 | Sleep StagingTopological Data Analysis | CodeCode Available | 0 |
| A Weakly Supervised and Globally Explainable Learning Framework for Brain Tumor Segmentation | Aug 2, 2024 | Brain Tumor Segmentationcounterfactual | CodeCode Available | 0 |
| Smart Vectorizations for Single and Multiparameter Persistence | Apr 10, 2021 | Anomaly DetectionGraph Classification | CodeCode Available | 0 |
| GRIL: A 2-parameter Persistence Based Vectorization for Machine Learning | Apr 11, 2023 | Topological Data Analysis | CodeCode Available | 0 |
| Harnessing the power of Topological Data Analysis to detect change points in time series | Oct 28, 2019 | Change Point DetectionTime Series | CodeCode Available | 0 |
| Hierarchical Clustering in ΛCDM Cosmologies via Persistence Energy | Jan 3, 2024 | ClusteringTopological Data Analysis | CodeCode Available | 0 |
