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Topological Data Analysis

Papers

Showing 151–175 of 498 papers

TitleStatusHype
WGTDA: A Topological Perspective to Biomarker Discovery in Gene Expression Data—0
Novel definition and quantitative analysis of branch structure with topological data analysis—0
Generalized Sobolev Transport for Probability Measures on a GraphCode0
Sparse Portfolio Selection via Topological Data Analysis based Clustering—0
Topological Detection of Phenomenological Bifurcations with Unreliable Kernel Densities—0
EMP: Effective Multidimensional Persistence for Graph Representation Learning—0
Mix-GENEO: A Flexible Filtration for Multiparameter Persistent Homology Detects Digital ImagesCode0
Explaining the Power of Topological Data Analysis in Graph Machine Learning—0
Learning Persistent Community Structures in Dynamic Networks via Topological Data AnalysisCode0
Hierarchical Clustering in ΛCDM Cosmologies via Persistence EnergyCode0
Train-Free Segmentation in MRI with Cubical Persistent HomologyCode0
Introduction of L0 norm and application of L1 and C1 norm in the study of time-series—0
Discrete transforms of quantized persistence diagramsCode0
Topological Data Analysis for Neural Network Analysis: A Comprehensive Survey—0
Multiscale Topology in Interactomic Network: From Transcriptome to Antiaddiction Drug RepurposingCode0
Spectral Topological Data Analysis of Brain Signals—0
Detecting out-of-distribution text using topological features of transformer-based language modelsCode0
A Language and Its Dimensions: Intrinsic Dimensions of Language Fractal Structures—0
Probing omics data via harmonic persistent homologyCode0
Image Classification using Combination of Topological Features and Neural Networks—0
GeoTop: Advancing Image Classification with Geometric-Topological Analysis—0
Persistence diagrams as morphological signatures of cells: A method to measure and compare cells within a population—0
Non-isotropic Persistent Homology: Leveraging the Metric Dependency of PH—0
Beyond VaR and CVaR: Topological Risk Measures in Financial MarketsCode0
Optimal Transport for Measures with Noisy Tree MetricCode0
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