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Topological Data Analysis

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Showing 51–100 of 498 papers

TitleStatusHype
Topological Approach for Data Assimilation—0
Sleep Staging from Airflow Signals Using Fourier Approximations of Persistence CurvesCode0
ClusterGraph: a new tool for visualization and compression of multidimensional dataCode0
Persistent Directed Flag Laplacian (PDFL)-Based Machine Learning for Protein-Ligand Binding Affinity PredictionCode0
Persistent Homology for MCI Classification: A Comparative Analysis between Graph and Vietoris-Rips Filtrations—0
Quantum computing and persistence in topological data analysis—0
Is Smoothness the Key to Robustness? A Comparison of Attention and Convolution Models Using a Novel Metric—0
TopoQA: a topological deep learning-based approach for protein complex structure interface quality assessment—0
Topological and Graph Theoretical Analysis of Dynamic Functional Connectivity for Autism Spectrum Disorder—0
TopoDiffusionNet: A Topology-aware Diffusion ModelCode1
Persistent Topological Features in Large Language ModelsCode1
TopOC: Topological Deep Learning for Ovarian and Breast Cancer Diagnosis—0
Unsupervised Assessment of Landscape Shifts Based on Persistent Entropy and Topological Preservation—0
Vulnerability Detection via Topological Analysis of Attention MapsCode0
Enhanced MRI brain tumor detection and classification via topological data analysis and low-rank tensor decompositionCode1
TopER: Topological Embeddings in Graph Representation Learning—0
Persistent homology classifies parameter dependence of patterns in Turing systems—0
Generating Topologically and Geometrically Diverse Manifold Data in Dimensions Four and Below—0
CliquePH: Higher-Order Information for Graph Neural Networks through Persistent Homology on Clique GraphsCode0
Big data searching using words—0
Two-Stage Hierarchical and Explainable Feature Selection Framework for Dimensionality Reduction in Sleep Staging—0
Topological filtering of a signal over a networkCode0
Identifying Locally Turbulent Vortices within Instabilities—0
Topological Representational Similarity Analysis in Brains and Beyond—0
Persistent Homology via EllipsoidsCode0
Dynamic Neural Dowker Network: Approximating Persistent Homology in Dynamic Directed GraphsCode0
Persistence Image from 3D Medical Image: Superpixel and Optimized Gaussian CoefficientCode0
AuToMATo: An Out-Of-The-Box Persistence-Based Clustering AlgorithmCode0
Resampling and averaging coordinates on dataCode0
A Weakly Supervised and Globally Explainable Learning Framework for Brain Tumor SegmentationCode0
Persistent de Rham-Hodge Laplacians in Eulerian representation for manifold topological learning—0
A Vectorization Method Induced By Maximal Margin Classification For Persistent Diagrams—0
Analyzing Brain Tumor Connectomics using Graphs and Persistent HomologyCode0
Topological Analysis of Seizure-Induced Changes in Brain Hierarchy Through Effective Connectivity—0
Methods for quantifying self-organization in biology: a forward-looking survey and tutorial—0
Topological Generalization Bounds for Discrete-Time Stochastic Optimization Algorithms—0
Topological Persistence Guided Knowledge Distillation for Wearable Sensor Data—0
Leveraging Topological Guidance for Improved Knowledge DistillationCode0
Statistical investigations into the geometry and homology of random programs—0
Efficient Betti Matching Enables Topology-Aware 3D Segmentation via Persistent HomologyCode1
Towards Asimov's Psychohistory: Harnessing Topological Data Analysis, Artificial Intelligence and Social Media data to Forecast Societal Trends—0
Testing Topological Data Analysis for Condition Monitoring of Wind Turbines—0
MOUNTAINEER: Topology-Driven Visual Analytics for Comparing Local ExplanationsCode0
Research on fusing topological data analysis with convolutional neural network—0
LightGBM robust optimization algorithm based on topological data analysis—0
A topological analysis of the space of recipes—0
A novel approach to graph distinction through GENEOs and permutantsCode0
Topological Analysis for Detecting Anomalies (TADA) in Time Series—0
GEFL: Extended Filtration Learning for Graph ClassificationCode0
Point-Level Topological Representation Learning on Point CloudsCode1
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