| Persistent homology classifies parameter dependence of patterns in Turing systems | Sep 30, 2024 | Clusteringparameter estimation | —Unverified | 0 |
| Generating Topologically and Geometrically Diverse Manifold Data in Dimensions Four and Below | Sep 20, 2024 | Topological Data Analysis | —Unverified | 0 |
| CliquePH: Higher-Order Information for Graph Neural Networks through Persistent Homology on Clique Graphs | Sep 12, 2024 | Graph ClassificationGraph Learning | CodeCode Available | 0 |
| Big data searching using words | Sep 10, 2024 | Topological Data Analysis | —Unverified | 0 |
| Two-Stage Hierarchical and Explainable Feature Selection Framework for Dimensionality Reduction in Sleep Staging | Aug 31, 2024 | Data VisualizationDimensionality Reduction | —Unverified | 0 |
| Topological filtering of a signal over a network | Aug 26, 2024 | Topological Data Analysis | CodeCode Available | 0 |
| Persistent Homology via Ellipsoids | Aug 21, 2024 | Topological Data Analysis | CodeCode Available | 0 |
| Topological Representational Similarity Analysis in Brains and Beyond | Aug 21, 2024 | Time Series AnalysisTopological Data Analysis | —Unverified | 0 |
| Identifying Locally Turbulent Vortices within Instabilities | Aug 21, 2024 | Topological Data Analysis | —Unverified | 0 |
| Dynamic Neural Dowker Network: Approximating Persistent Homology in Dynamic Directed Graphs | Aug 17, 2024 | Graph ClassificationGraph Neural Network | CodeCode Available | 0 |
| Persistence Image from 3D Medical Image: Superpixel and Optimized Gaussian Coefficient | Aug 15, 2024 | SuperpixelsTopological Data Analysis | CodeCode Available | 0 |
| AuToMATo: An Out-Of-The-Box Persistence-Based Clustering Algorithm | Aug 13, 2024 | ClusteringTopological Data Analysis | CodeCode Available | 0 |
| Resampling and averaging coordinates on data | Aug 2, 2024 | ClusteringTopological 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 |
| Persistent de Rham-Hodge Laplacians in Eulerian representation for manifold topological learning | Aug 1, 2024 | Topological Data Analysis | —Unverified | 0 |
| A Vectorization Method Induced By Maximal Margin Classification For Persistent Diagrams | Jul 31, 2024 | Binary ClassificationProtein Function Prediction | —Unverified | 0 |
| Analyzing Brain Tumor Connectomics using Graphs and Persistent Homology | Jul 25, 2024 | Topological Data Analysis | CodeCode Available | 0 |
| Topological Analysis of Seizure-Induced Changes in Brain Hierarchy Through Effective Connectivity | Jul 18, 2024 | Causal InferenceEEG | —Unverified | 0 |
| Methods for quantifying self-organization in biology: a forward-looking survey and tutorial | Jul 15, 2024 | Topological Data Analysis | —Unverified | 0 |
| Topological Generalization Bounds for Discrete-Time Stochastic Optimization Algorithms | Jul 11, 2024 | Generalization BoundsLearning Theory | —Unverified | 0 |
| Topological Persistence Guided Knowledge Distillation for Wearable Sensor Data | Jul 7, 2024 | Activity RecognitionDeep Learning | —Unverified | 0 |
| Leveraging Topological Guidance for Improved Knowledge Distillation | Jul 7, 2024 | image-classificationImage Classification | CodeCode Available | 0 |
| Statistical investigations into the geometry and homology of random programs | Jul 5, 2024 | Language ModellingLarge Language Model | —Unverified | 0 |
| Towards Asimov's Psychohistory: Harnessing Topological Data Analysis, Artificial Intelligence and Social Media data to Forecast Societal Trends | Jul 3, 2024 | SociologyTopological Data Analysis | —Unverified | 0 |
| Testing Topological Data Analysis for Condition Monitoring of Wind Turbines | Jun 24, 2024 | Fault DetectionTopological Data Analysis | —Unverified | 0 |
| MOUNTAINEER: Topology-Driven Visual Analytics for Comparing Local Explanations | Jun 21, 2024 | Topological Data Analysis | CodeCode Available | 0 |
| Research on fusing topological data analysis with convolutional neural network | Jun 19, 2024 | Decision MakingTopological Data Analysis | —Unverified | 0 |
| LightGBM robust optimization algorithm based on topological data analysis | Jun 19, 2024 | ClassificationFeature Engineering | —Unverified | 0 |
| A topological analysis of the space of recipes | Jun 12, 2024 | Combinatorial OptimizationTopological Data Analysis | —Unverified | 0 |
| A novel approach to graph distinction through GENEOs and permutants | Jun 12, 2024 | Topological Data Analysis | CodeCode Available | 0 |
| Topological Analysis for Detecting Anomalies (TADA) in Time Series | Jun 10, 2024 | QuantizationTime Series | —Unverified | 0 |
| GEFL: Extended Filtration Learning for Graph Classification | Jun 4, 2024 | ClassificationGraph Classification | CodeCode Available | 0 |
| On the Limitations of Fractal Dimension as a Measure of Generalization | Jun 4, 2024 | Generalization BoundsLearning Theory | CodeCode Available | 0 |
| Diffeomorphic interpolation for efficient persistence-based topological optimization | May 29, 2024 | Topological Data Analysis | —Unverified | 0 |
| Topological Perspectives on Optimal Multimodal Embedding Spaces | May 29, 2024 | Image GenerationText to Image Generation | —Unverified | 0 |
| Identifying Extreme Events in the Stock Market: A Topological Data Analysis | May 25, 2024 | Topological Data Analysis | —Unverified | 0 |
| PHLP: Sole Persistent Homology for Link Prediction - Interpretable Feature Extraction | Apr 23, 2024 | Graph Neural NetworkLink Prediction | —Unverified | 0 |
| Topological Feature Search Method for Multichannel EEG: Application in ADHD classification | Apr 10, 2024 | Density EstimationDiagnostic | —Unverified | 0 |
| Time topological analysis of EEG using signature theory | Apr 6, 2024 | Anomaly DetectionEEG | —Unverified | 0 |
| The Shape of Word Embeddings: Quantifying Non-Isometry With Topological Data Analysis | Mar 30, 2024 | Topological Data AnalysisWord Embeddings | CodeCode Available | 0 |
| Learning Topological Representations for Deep Image Understanding | Mar 22, 2024 | Deep LearningTopological Data Analysis | —Unverified | 0 |
| Topology Data Analysis-based Error Detection for Semantic Image Transmission with Incremental Knowledge-based HARQ | Mar 18, 2024 | Semantic CommunicationTopological Data Analysis | —Unverified | 0 |
| Linguistics from a topological viewpoint | Mar 16, 2024 | Topological Data Analysis | CodeCode Available | 0 |
| Deep Mapper: Efficient Visualization of Plausible Conformational Pathways | Feb 29, 2024 | Drug DiscoveryTopological Data Analysis | —Unverified | 0 |
| Quantum Distance Approximation for Persistence Diagrams | Feb 27, 2024 | Topological Data Analysis | —Unverified | 0 |
| Topological Analysis of Mouse Brain Vasculature via 3D Light-sheet Microscopy Images | Feb 23, 2024 | Topological Data Analysis | CodeCode Available | 0 |
| A Class of Topological Pseudodistances for Fast Comparison of Persistence Diagrams | Feb 22, 2024 | Topological Data Analysis | CodeCode Available | 0 |
| Beyond Simple Averaging: Improving NLP Ensemble Performance with Topological-Data-Analysis-Based Weighting | Feb 22, 2024 | Diversitytext-classification | —Unverified | 0 |
| Differentiable Mapper For Topological Optimization Of Data Representation | Feb 20, 2024 | Topological Data Analysis | CodeCode Available | 0 |
| Be Persistent: Towards a Unified Solution for Mitigating Shortcuts in Deep Learning | Feb 17, 2024 | Decision MakingTopological Data Analysis | —Unverified | 0 |