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Topological Data Analysis

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TitleStatusHype
Dimension reduction methods, persistent homology and machine learning for EEG signal analysis of Interictal Epileptic DischargesCode0
Topological Quality of Subsets via Persistence Matching DiagramsCode0
Differentially Private Topological Data AnalysisCode0
Addressing caveats of neural persistence with deep graph persistenceCode0
Barcodes as Summary of Loss Function TopologyCode0
Persistence Bag-of-Words for Topological Data AnalysisCode0
Persistence Curves: A canonical framework for summarizing persistence diagramsCode0
Fast Topological Signal Identification and Persistent Cohomological Cycle MatchingCode0
Topological AutoencodersCode0
Steinhaus Filtration and Stable Paths in the MapperCode0
A Persistent Weisfeiler–Lehman Procedure for Graph ClassificationCode0
Finding the Homology of Decision Boundaries with Active LearningCode0
Leveraging Topological Guidance for Improved Knowledge DistillationCode0
Flattening Multiparameter Hierarchical Clustering FunctorsCode0
Analysing Multiscale Clusterings with Persistent HomologyCode0
Topological filtering of a signal over a networkCode0
Diffeomorphic interpolation for efficient persistence-based topological optimization—0
Dialogue Term Extraction using Transfer Learning and Topological Data Analysis—0
A topological analysis of the space of recipes—0
Evaluating Synthetic Tabular Data Generated To Augment Small Sample Datasets—0
Detection of gravitational waves using topological data analysis and convolutional neural network: An improved approach—0
A topological analysis of cointegrated data: a Z24 Bridge case study—0
Detecting Temporal shape changes with the Euler Characteristic Transform—0
ATOL: Measure Vectorization for Automatic Topologically-Oriented Learning—0
An Economic Topology of the Brexit vote—0
Adaptive Partitioning for Template Functions on Persistence Diagrams—0
Demonstration of Topological Data Analysis on a Quantum Processor—0
Deep neural networks architectures from the perspective of manifold learning—0
Atlas flow : compatible local structures on the manifold—0
Deep Mapper: Efficient Visualization of Plausible Conformational Pathways—0
A survey of statistical learning techniques as applied to inexpensive pediatric Obstructive Sleep Apnea data—0
An application of topological graph clustering to protein function prediction—0
Deep Invertible Approximation of Topologically Rich Maps between Manifolds—0
A Stable Multi-Scale Kernel for Topological Machine Learning—0
Decoding asymptomatic COVID-19 infection and transmission—0
Data-driven and Automatic Surface Texture Analysis Using Persistent Homology—0
Assessing biological models using topological data analysis—0
Activation Landscapes as a Topological Summary of Neural Network Performance—0
Persistent de Rham-Hodge Laplacians in Eulerian representation for manifold topological learning—0
A Short Survey of Topological Data Analysis in Time Series and Systems Analysis—0
Cover Learning for Large-Scale Topology Representation—0
Congestion barcodes: Exploring the topology of urban congestion using persistent homology—0
A Sheaf Model of Contradictions and Disagreements. Preliminary Report and Discussion—0
A Multi-parameter Persistence Framework for Mathematical Morphology—0
Complex Politics: A Quantitative Semantic and Topological Analysis of UK House of Commons Debates—0
Comparing Distance Metrics on Vectorized Persistence Summaries—0
A Sheaf and Topology Approach to Generating Local Branch Numbers in Digital Images—0
Alzheimer Disease Detection from Raman Spectroscopy of the Cerebrospinal Fluid via Topological Machine Learning—0
Clustering Activity-Travel Behavior Time Series using Topological Data Analysis—0
Classifying sleep states using persistent homology and Markov chain: a Pilot Study—0
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