| Topological Machine Learning for Mixed Numeric and Categorical Data | Mar 10, 2020 | BIG-bench Machine LearningGeneral Classification | CodeCode Available | 0 |
| Classifying sleep states using persistent homology and Markov chain: a Pilot Study | Feb 17, 2020 | Topological Data Analysis | —Unverified | 0 |
| A survey of statistical learning techniques as applied to inexpensive pediatric Obstructive Sleep Apnea data | Feb 17, 2020 | Topological Data Analysis | —Unverified | 0 |
| Deep Graph Mapper: Seeing Graphs through the Neural Lens | Feb 10, 2020 | Graph ClassificationGraph Representation Learning | CodeCode Available | 1 |
| Topological Descriptors Help Predict Guest Adsorption in Nanoporous Materials | Jan 16, 2020 | Feature ImportanceTopological Data Analysis | —Unverified | 0 |
| Understanding the Power of Persistence Pairing via Permutation Test | Jan 16, 2020 | General ClassificationGraph Classification | —Unverified | 0 |
| ShapeVis: High-dimensional Data Visualization at Scale | Jan 15, 2020 | Community DetectionData Visualization | —Unverified | 0 |
| Simplicial Complex Networks | Jan 1, 2020 | regressionTopological Data Analysis | —Unverified | 0 |
| Statistical analysis of Mapper for stochastic and multivariate filters | Dec 23, 2019 | Data VisualizationTopological Data Analysis | —Unverified | 0 |
| Dissecting Ethereum Blockchain Analytics: What We Learn from Topology and Geometry of Ethereum Graph | Dec 20, 2019 | Topological Data Analysis | CodeCode Available | 0 |
| Summary and Distance between Sets of Texts based on Topological Data Analysis | Dec 19, 2019 | Topological Data Analysis | —Unverified | 0 |
| Towards personalized diagnosis of Glioblastoma in Fluid-attenuated inversion recovery (FLAIR) by topological interpretable machine learning | Dec 17, 2019 | BIG-bench Machine LearningInterpretable Machine Learning | —Unverified | 0 |
| TopoAct: Visually Exploring the Shape of Activations in Deep Learning | Dec 13, 2019 | Anomaly DetectionDeep Learning | CodeCode Available | 0 |
| Interpreting Deep Learning Features for Myoelectric Control: A Comparison with Handcrafted Features | Nov 30, 2019 | Feature EngineeringGesture Recognition | CodeCode Available | 0 |
| Barcodes as Summary of Loss Function Topology | Nov 29, 2019 | Topological Data Analysis | CodeCode Available | 0 |
| Topological Machine Learning for Multivariate Time Series | Nov 27, 2019 | Activity RecognitionBIG-bench Machine Learning | CodeCode Available | 0 |
| Topologically Mapping the Macroeconomy | Nov 24, 2019 | Decision MakingTopological Data Analysis | —Unverified | 0 |
| Machine Learning meets Number Theory: The Data Science of Birch-Swinnerton-Dyer | Nov 4, 2019 | BIG-bench Machine LearningTopological Data Analysis | —Unverified | 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 |
| Unsupervised Space-Time Clustering using Persistent Homology | Oct 25, 2019 | ClusteringTopological Data Analysis | —Unverified | 0 |
| Topological data analysis of zebrafish patterns | Oct 18, 2019 | Interpretable Machine LearningTopological Data Analysis | —Unverified | 0 |
| A Topological "Reading" Lesson: Classification of MNIST using TDA | Oct 18, 2019 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| Detection of gravitational waves using topological data analysis and convolutional neural network: An improved approach | Oct 18, 2019 | Gravitational Wave DetectionTopological Data Analysis | —Unverified | 0 |
| Adaptive Partitioning for Template Functions on Persistence Diagrams | Oct 18, 2019 | BIG-bench Machine LearningTopological Data Analysis | —Unverified | 0 |
| Mapper Based Classifier | Oct 17, 2019 | ClusteringTopological Data Analysis | CodeCode Available | 0 |
