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Topological Data Analysis

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Showing 151–200 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
Image Classification using Combination of Topological Features and Neural Networks—0
Probing omics data via harmonic persistent homologyCode0
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
Notes on Applicability of Explainable AI Methods to Machine Learning Models Using Features Extracted by Persistent HomologyCode0
Topological Data Analysis in smart manufacturing: State of the art and futuredirections—0
ChatGPT for Computational TopologyCode0
Topological data analysis of human vowels: Persistent homologies across representation spaces—0
Pool-Based Active Learning with Proper Topological Regions—0
Synthetic Data Generation and Deep Learning for the Topological Analysis of 3D Data—0
Topological Data Mapping of Online Hate Speech, Misinformation, and General Mental Health: A Large Language Model Based Study—0
TOPFORMER: Topology-Aware Authorship Attribution of Deepfake Texts with Diverse Writing StylesCode0
G-Mapper: Learning a Cover in the Mapper ConstructionCode0
Alzheimer Disease Detection from Raman Spectroscopy of the Cerebrospinal Fluid via Topological Machine Learning—0
Uncertainty Estimation of Transformers' Predictions via Topological Analysis of the Attention Matrices—0
Multi-field Visualisation via Trait-induced Merge Trees—0
Portfolio Selection via Topological Data Analysis—0
Modified Topological Image Preprocessing for Skin Lesion Classifications—0
Topological Estimation of Number of Sources in Linear Monocomponent Mixtures—0
Artificial intelligence-aided protein engineering: from topological data analysis to deep protein language models—0
Addressing caveats of neural persistence with deep graph persistenceCode0
A Computational Topology-based Spatiotemporal Analysis Technique for Honeybee AggregationCode0
Higher-order topological kernels via quantum computation—0
Machine learning and Topological data analysis identify unique features of human papillae in 3D scans—0
Graph Representation of the Magnetic Field Topology in High-Fidelity Plasma Simulations for Machine Learning Applications—0
Stability for Inference with Persistent Homology Rank FunctionsCode0
Topological Data Analysis Guided Segment Anything Model Prompt Optimization for Zero-Shot Segmentation in Biological Imaging—0
Vector Summaries of Persistence Diagrams for Permutation-based Hypothesis Testing—0
Deep neural networks architectures from the perspective of manifold learning—0
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