专题：Topological and Geometric Data Analysis

This cluster of papers focuses on the application of topological data analysis in various scientific and engineering domains. It covers topics such as persistent homology, shape analysis, statistical topology, machine learning, and spatial data.
最新文献
Topology-Based Visualization Techniques for Scientific Data Exploration

article Full Text OpenAlex

First Hyper Zagreb Spectral Radii of Splitting and Shadow Graphs

article Full Text OpenAlex

A Forensic Analysis Framework for Machine Learning Model Poisoning Detection

article Full Text OpenAlex

From RAG to Reality: Coarse-Grained Hallucination Detection via NLI Fine-Tuning

article Full Text OpenAlex

Topology-enhanced deep learning for sequential data analysis

dissertation Full Text OpenAlex

Weighted simple games and the topology of simplicial complexes

article Full Text OpenAlex

Maximal $$\Delta $$-biclique enumeration in temporal bipartite graphs

article Full Text OpenAlex

Causal Discovery on Symmetric Positive Definite manifold data

article Full Text OpenAlex

Goodness-of-fit via count statistics in dense random simplicial complexes

article Full Text OpenAlex

Data with Logical and Statistical Constraints

book-chapter Full Text OpenAlex

近5年高被引文献
Geometric Deep Learning: Grids, Groups, Graphs, Geodesics, and Gauges

preprint Full Text OpenAlex 470 FWCI0

Multi-Scale attributed node embedding

article Full Text OpenAlex 399 FWCI33.157

An Introduction to Topological Data Analysis: Fundamental and Practical Aspects for Data Scientists

review Full Text OpenAlex 375 FWCI7.143

On the singularities of a Riemannian manifold

article Full Text OpenAlex 300 FWCI20.777

Cup and Massey products on the cohomology of compact almost complex manifolds

preprint Full Text OpenAlex 253 FWCI0

Harmonic analysis on the Heisenberg group

book-chapter Full Text OpenAlex 247 FWCI0

Dynamic Snake Convolution based on Topological Geometric Constraints for Tubular Structure Segmentation

article Full Text OpenAlex 233 FWCI55.626

Neural population geometry: An approach for understanding biological and artificial neural networks

review Full Text OpenAlex 225 FWCI6.958

Parametric UMAP Embeddings for Representation and Semisupervised Learning

article Full Text OpenAlex 198 FWCI12.142

Non-invertible higher-categorical symmetries

article Full Text OpenAlex 185 FWCI99.88