| Barcodes as Summary of Loss Function Topology | Nov 29, 2019 | Topological Data Analysis | CodeCode Available | 0 | 5 |
| Fast Topological Signal Identification and Persistent Cohomological Cycle Matching | Sep 30, 2022 | CPUTopological Data Analysis | CodeCode Available | 0 | 5 |
| AuToMATo: An Out-Of-The-Box Persistence-Based Clustering Algorithm | Aug 13, 2024 | ClusteringTopological Data Analysis | CodeCode Available | 0 | 5 |
| Comparing the Effects of Persistence Barcodes Aggregation and Feature Concatenation on Medical Imaging | May 29, 2025 | Feature EngineeringMedical Image Analysis | CodeCode Available | 0 | 5 |
| Finding the Homology of Decision Boundaries with Active Learning | Nov 19, 2020 | Active LearningMeta-Learning | CodeCode Available | 0 | 5 |
| Stability for Inference with Persistent Homology Rank Functions | Jul 6, 2023 | Topological Data Analysis | CodeCode Available | 0 | 5 |
| A novel approach to graph distinction through GENEOs and permutants | Jun 12, 2024 | Topological Data Analysis | CodeCode Available | 0 | 5 |
| Euler Characteristic Curves and Profiles: a stable shape invariant for big data problems | Dec 3, 2022 | Topological Data Analysis | CodeCode Available | 0 | 5 |
| Resampling and averaging coordinates on data | Aug 2, 2024 | ClusteringTopological Data Analysis | CodeCode Available | 0 | 5 |
| A fast topological approach for predicting anomalies in time-varying graphs | May 11, 2023 | Change Point DetectionTopological Data Analysis | CodeCode Available | 0 | 5 |
| Fixed and adaptive landmark sets for finite pseudometric spaces | Dec 19, 2022 | Topological Data Analysis | CodeCode Available | 0 | 5 |
| A Topological Loss Function for Deep-Learning based Image Segmentation using Persistent Homology | Oct 4, 2019 | AnatomyImage Segmentation | CodeCode Available | 0 | 5 |
| Dimension reduction methods, persistent homology and machine learning for EEG signal analysis of Interictal Epileptic Discharges | Feb 18, 2025 | Dimensionality ReductionEEG | CodeCode Available | 0 | 5 |
| Persistence Bag-of-Words for Topological Data Analysis | Dec 21, 2018 | BIG-bench Machine LearningTopological Data Analysis | CodeCode Available | 0 | 5 |
| Deep Learning with Topological Signatures | Jul 13, 2017 | BIG-bench Machine LearningDeep Learning | CodeCode Available | 0 | 5 |
| Persistence Image from 3D Medical Image: Superpixel and Optimized Gaussian Coefficient | Aug 15, 2024 | SuperpixelsTopological Data Analysis | CodeCode Available | 0 | 5 |
| Persistent Directed Flag Laplacian (PDFL)-Based Machine Learning for Protein-Ligand Binding Affinity Prediction | Nov 4, 2024 | Drug DiscoveryTopological Data Analysis | CodeCode Available | 0 | 5 |
| Persistent Homology-induced Graph Ensembles for Time Series Regressions | Mar 18, 2025 | Activity PredictionTime Series | CodeCode Available | 0 | 5 |
| Dissecting Ethereum Blockchain Analytics: What We Learn from Topology and Geometry of Ethereum Graph | Dec 20, 2019 | Topological Data Analysis | CodeCode Available | 0 | 5 |
| A Topological Data Analysis Framework for Quantifying Necrosis in Glioblastomas | Mar 21, 2025 | Topological Data Analysis | CodeCode Available | 0 | 5 |
| A Topological Data Analysis Based Classifier | Nov 9, 2021 | Multi-class ClassificationTopological Data Analysis | CodeCode Available | 0 | 5 |
| Determining clinically relevant features in cytometry data using persistent homology | Mar 11, 2022 | Topological Data Analysis | CodeCode Available | 0 | 5 |
| A Weakly Supervised and Globally Explainable Learning Framework for Brain Tumor Segmentation | Aug 2, 2024 | Brain Tumor Segmentationcounterfactual | CodeCode Available | 0 | 5 |
| Dynamic Neural Dowker Network: Approximating Persistent Homology in Dynamic Directed Graphs | Aug 17, 2024 | Graph ClassificationGraph Neural Network | CodeCode Available | 0 | 5 |
| A topological data analysis based classification method for multiple measurements | Apr 5, 2019 | Classificationfeature selection | CodeCode Available | 0 | 5 |
