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Topological Data Analysis

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Showing 51–100 of 498 papers

TitleStatusHype
Topology across Scales on Heterogeneous Cell DataCode0
Advanced Clustering Framework for Semiconductor Image Analytics Integrating Deep TDA with Self-Supervised and Transfer Learning Techniques—0
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
Evaluating Loss Landscapes from a Topology Perspective—0
Sleep Staging from Airflow Signals Using Fourier Approximations of Persistence CurvesCode0
Topological Approach for Data Assimilation—0
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
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
TopER: Topological Embeddings in Graph Representation Learning—0
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