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Topological Data Analysis

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TitleStatusHype
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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