| A Topological Approach for Semi-Supervised Learning | May 19, 2022 | Topological Data Analysis | CodeCode Available | 0 |
| Topological Data Analysis in Time Series: Temporal Filtration and Application to Single-Cell Genomics | Apr 29, 2022 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Topological Signal Processing using the Weighted Ordinal Partition Network | Apr 27, 2022 | Change Point DetectionTime Series | —Unverified | 0 |
| Topological Data Analysis for Anomaly Detection in Host-Based Logs | Apr 25, 2022 | Anomaly DetectionTopological Data Analysis | —Unverified | 0 |
| Approximating Persistent Homology for Large Datasets | Apr 19, 2022 | Topological Data Analysisvalid | CodeCode Available | 0 |
| Topology and geometry of data manifold in deep learning | Apr 19, 2022 | Deep LearningFace Recognition | —Unverified | 0 |
| Transfer Learning for Autonomous Chatter Detection in Machining | Apr 11, 2022 | Time Series AnalysisTopological Data Analysis | —Unverified | 0 |
| Topological Data Analysis of Human Brain Networks Through Order Statistics | Apr 6, 2022 | Topological Data Analysis | CodeCode Available | 0 |
| Proceedings of TDA: Applications of Topological Data Analysis to Data Science, Artificial Intelligence, and Machine Learning Workshop at SDM 2022 | Apr 3, 2022 | Topological Data Analysis | —Unverified | 0 |
| Machine Composition of Korean Music via Topological Data Analysis and Artificial Neural Network | Mar 29, 2022 | Topological Data Analysis | —Unverified | 0 |
| Time-inhomogeneous diffusion geometry and topology | Mar 28, 2022 | ClusteringDenoising | —Unverified | 0 |
| Predicting the generalization gap in neural networks using topological data analysis | Mar 23, 2022 | Topological Data Analysis | CodeCode Available | 0 |
| Geometry of Data | Mar 14, 2022 | Topological Data Analysis | —Unverified | 0 |
| Topological EEG Nonlinear Dynamics Analysis for Emotion Recognition | Mar 14, 2022 | Arousal EstimationDominance Estimation | —Unverified | 0 |
| Determining clinically relevant features in cytometry data using persistent homology | Mar 11, 2022 | Topological Data Analysis | CodeCode Available | 0 |
| Geometric and Topological Inference for Deep Representations of Complex Networks | Mar 10, 2022 | Model SelectionSpecificity | —Unverified | 0 |
| A persistent-homology-based turbulence index & some applications of TDA on financial markets | Mar 10, 2022 | Time SeriesTopological Data Analysis | CodeCode Available | 1 |
| PERCEPT: a new online change-point detection method using topological data analysis | Mar 8, 2022 | Change Point DetectionTopological Data Analysis | —Unverified | 0 |
| Topological data analysis of truncated contagion maps | Mar 3, 2022 | Topological Data Analysis | CodeCode Available | 0 |
| Topological Data Analysis for Word Sense Disambiguation | Mar 1, 2022 | ClusteringTopological Data Analysis | —Unverified | 0 |
| Sobolev Transport: A Scalable Metric for Probability Measures with Graph Metrics | Feb 22, 2022 | Document ClassificationTopological Data Analysis | CodeCode Available | 0 |
| A Review of Topological Data Analysis for Cybersecurity | Feb 16, 2022 | Topological Data Analysis | —Unverified | 0 |
| RipsNet: a general architecture for fast and robust estimation of the persistent homology of point clouds | Feb 3, 2022 | Topological Data Analysis | CodeCode Available | 1 |
| Neural Approximation of Graph Topological Features | Jan 28, 2022 | Graph LearningGraph Neural Network | CodeCode Available | 1 |
| Topological data analysis and clustering | Jan 22, 2022 | BIG-bench Machine LearningClustering | CodeCode Available | 0 |
