| Topological Approach for Data Assimilation | Nov 12, 2024 | Topological Data Analysis | —Unverified | 0 |
| Sleep Staging from Airflow Signals Using Fourier Approximations of Persistence Curves | Nov 12, 2024 | Sleep StagingTopological Data Analysis | CodeCode Available | 0 |
| ClusterGraph: a new tool for visualization and compression of multidimensional data | Nov 8, 2024 | ClusteringDimensionality Reduction | CodeCode Available | 0 |
| Persistent Directed Flag Laplacian (PDFL)-Based Machine Learning for Protein-Ligand Binding Affinity Prediction | Nov 4, 2024 | Drug DiscoveryTopological Data Analysis | CodeCode Available | 0 |
| Persistent Homology for MCI Classification: A Comparative Analysis between Graph and Vietoris-Rips Filtrations | Oct 30, 2024 | Topological Data Analysis | —Unverified | 0 |
| Quantum computing and persistence in topological data analysis | Oct 28, 2024 | Topological Data Analysis | —Unverified | 0 |
| Is Smoothness the Key to Robustness? A Comparison of Attention and Convolution Models Using a Novel Metric | Oct 23, 2024 | Topological Data Analysis | —Unverified | 0 |
| TopoQA: a topological deep learning-based approach for protein complex structure interface quality assessment | Oct 23, 2024 | Model SelectionRepresentation Learning | —Unverified | 0 |
| Topological and Graph Theoretical Analysis of Dynamic Functional Connectivity for Autism Spectrum Disorder | Oct 22, 2024 | Functional ConnectivityTopological Data Analysis | —Unverified | 0 |
| TopoDiffusionNet: A Topology-aware Diffusion Model | Oct 22, 2024 | Denoisingmodel | CodeCode Available | 1 |
| Persistent Topological Features in Large Language Models | Oct 14, 2024 | Decision MakingTopological Data Analysis | CodeCode Available | 1 |
| TopOC: Topological Deep Learning for Ovarian and Breast Cancer Diagnosis | Oct 13, 2024 | Deep LearningTopological Data Analysis | —Unverified | 0 |
| Unsupervised Assessment of Landscape Shifts Based on Persistent Entropy and Topological Preservation | Oct 5, 2024 | Continual LearningTopological Data Analysis | —Unverified | 0 |
| Vulnerability Detection via Topological Analysis of Attention Maps | Oct 4, 2024 | Topological Data AnalysisVulnerability Detection | CodeCode Available | 0 |
| Enhanced MRI brain tumor detection and classification via topological data analysis and low-rank tensor decomposition | Oct 3, 2024 | Brain Tumor ClassificationBrain Tumor Segmentation | CodeCode Available | 1 |
| TopER: Topological Embeddings in Graph Representation Learning | Oct 2, 2024 | ClusteringGraph Clustering | —Unverified | 0 |
| 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 |
| Identifying Locally Turbulent Vortices within Instabilities | Aug 21, 2024 | Topological Data Analysis | —Unverified | 0 |
| Topological Representational Similarity Analysis in Brains and Beyond | Aug 21, 2024 | Time Series AnalysisTopological Data Analysis | —Unverified | 0 |
| Persistent Homology via Ellipsoids | Aug 21, 2024 | Topological Data Analysis | CodeCode Available | 0 |
