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Topological Data Analysis

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Showing 1–50 of 498 papers

TitleStatusHype
Lipschitz Bounds for Persistent Laplacian Eigenvalues under One-Simplex Insertions—0
The Shape of Consumer Behavior: A Symbolic and Topological Analysis of Time Series—0
TDACloud: Point Cloud Recognition Using Topological Data Analysis—0
Torsion in Persistent Homology and Neural Networks—0
An Incremental Framework for Topological Dialogue Semantics: Efficient Reasoning in Discrete Spaces—0
Comparing the Effects of Persistence Barcodes Aggregation and Feature Concatenation on Medical ImagingCode0
Topological Machine Learning for Protein-Nucleic Acid Binding Affinity Changes Upon MutationCode0
Topological Deep Learning for Speech Data—0
A Novel Shape-Aware Topological Representation for GPR Data with DNN Integration—0
Holes in Latent Space: Topological Signatures Under Adversarial Influence—0
How high is `high'? Rethinking the roles of dimensionality in topological data analysis and manifold learning—0
PersiST: Robust Identification of Spatially Variable Features in Spatial Omics Datasets via Topological Data Analysis—0
Advanced Clustering Framework for Semiconductor Image Analytics Integrating Deep TDA with Self-Supervised and Transfer Learning Techniques—0
Topology across Scales on Heterogeneous Cell DataCode0
Dynamical System Parameter Path Optimization using Persistent Homology—0
Classification of Firn Data via Topological Features—0
Topological model selection: a case-study in tumour-induced angiogenesis—0
Persistence-based Hough Transform for Line Detection—0
Use of Topological Data Analysis for the Detection of Phenomenological Bifurcations in Stochastic Epidemiological Models—0
Filtering through a topological lens: homology for point processes on the time-frequency plane—0
Short-PHD: Detecting Short LLM-generated Text with Topological Data Analysis After Off-topic Content InsertionCode0
Time-Series Forecasting via Topological Information Supervised Framework with Efficient Topological Feature Learning—0
A Topological Data Analysis Framework for Quantifying Necrosis in GlioblastomasCode0
Big data comparison of quantum invariants—0
Persistent Homology-induced Graph Ensembles for Time Series RegressionsCode0
CINNAMON: A hybrid approach to change point detection and parameter estimation in single-particle tracking data—0
Cover Learning for Large-Scale Topology Representation—0
Simplicial SMOTE: Oversampling Solution to the Imbalanced Learning Problem—0
Music Therapy based Stress Prediction using Homological Feature Analysis on EEG Signals—0
Causality Analysis of COVID-19 Induced Crashes in Stock and Commodity Markets: A Topological Perspective—0
Dimension reduction methods, persistent homology and machine learning for EEG signal analysis of Interictal Epileptic DischargesCode0
Safe and Efficient Social Navigation through Explainable Safety Regions Based on Topological Features—0
Persistent Sheaf Laplacian Analysis of Protein FlexibilityCode0
Efficient Sparsification of Simplicial Complexes via Local Densities of States—0
Towards Fast Graph Generation via Autoregressive Noisy Filtration ModelingCode0
Role of Mixup in Topological Persistence Based Knowledge Distillation for Wearable Sensor Data—0
Towards Scalable Topological Regularizers—0
Certifying Robustness via Topological Representations—0
Is magnitude 'generically continuous' for finite metric spaces?—0
STITCH: Surface reconstrucTion using Implicit neural representations with Topology Constraints and persistent Homology—0
Towards structure-preserving quantum encodings—0
Big data approach to Kazhdan-Lusztig polynomials—0
Differentiable Topology Estimating from Curvatures for 3D Shapes—0
Preserving Information: How does Topological Data Analysis improve Neural Network performance?—0
TDAvec: Computing Vector Summaries of Persistence Diagrams for Topological Data Analysis in R and Python—0
Exploring applications of topological data analysis in stock index movement predictionCode0
Rapid response to fast viral evolution using AlphaFold 3-assisted topological deep learning—0
Visualizing Loss Functions as Topological Landscape Profiles—0
Unveiling Topological Structures in Text: A Comprehensive Survey of Topological Data Analysis Applications in NLPCode1
Evaluating Loss Landscapes from a Topology Perspective—0
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