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Topological Data Analysis

Papers archive 2025-07-28

archive papers tagged: 498 · with a code link: 166 · where Syntology ran a sample: 29 (23 with a run with no instrument failure, 6 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (29 of 498 tagged: 23 with a run with no instrument failure, 6 where every run was a failure of Syntology's instrument)

Page 4 of 5: papers 301 to 400 of 498, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• Topological Data Analysis for Speech Processing
  30 Nov 2022 0 repositories listed
• Evaluating Synthetic Tabular Data Generated To Augment Small Sample Datasets
  19 Nov 2022 0 repositories listed
• Do Neural Networks Trained with Topological Features Learn Different Internal Representations?
  14 Nov 2022 0 repositories listed
• Atlas flow : compatible local structures on the manifold
  24 Oct 2022 0 repositories listed
• Tools for Extracting Spatio-Temporal Patterns in Meteorological Image Sequences: From Feature Engineering to Attention-Based Neural Networks
  22 Oct 2022 0 repositories listed
• A Topological Data Analysis Study on Murine Pulmonary Arterial Trees with Pulmonary Hypertension
  13 Oct 2022 0 repositories listed
• Deep Invertible Approximation of Topologically Rich Maps between Manifolds
  2 Oct 2022 0 repositories listed
• A novel approach for wafer defect pattern classification based on topological data analysis
  19 Sep 2022 0 repositories listed
• Topological data analysis on noisy quantum computers
  19 Sep 2022 0 repositories listed
• A topological analysis of cointegrated data: a Z24 Bridge case study
  12 Sep 2022 0 repositories listed
• On topological data analysis for SHM; an introduction to persistent homology
  12 Sep 2022 0 repositories listed
• On topological data analysis for structural dynamics: an introduction to persistent homology
  12 Sep 2022 0 repositories listed
• Dialogue Term Extraction using Transfer Learning and Topological Data Analysis
  22 Aug 2022 0 repositories listed
• Topology-Driven Generative Completion of Lacunae in Molecular Data
  29 Jul 2022 0 repositories listed
• Topological Data Analysis of Neural Network Layer Representations
  1 Jul 2022 0 repositories listed
• The Topological BERT: Transforming Attention into Topology for Natural Language Processing
  30 Jun 2022 0 repositories listed
• Generalized Permutants and Graph GENEOs
  29 Jun 2022 0 repositories listed
• Classification of Stochastic Processes with Topological Data Analysis
  8 Jun 2022 0 repositories listed
• Topological Data Analysis Ball Mapper for Finance
  8 Jun 2022 0 repositories listed
• Tight basis cycle representatives for persistent homology of large data sets
  6 Jun 2022 0 repositories listed
• CTVR-EHO TDA-IPH Topological Optimized Convolutional Visual Recurrent Network for Brain Tumor Segmentation and Classification
  6 Jun 2022 0 repositories listed
• Story Trees: Representing Documents using Topological Persistence
  1 Jun 2022 0 repositories listed
• Some equivalence relation between persistent homology and morphological dynamics
  25 May 2022 0 repositories listed
• Functional Network: A Novel Framework for Interpretability of Deep Neural Networks
  24 May 2022 0 repositories listed
• Improved Modeling of Persistence Diagram
  22 May 2022 0 repositories listed
• Persistent Homology of Coarse Grained State Space Networks
  20 May 2022 0 repositories listed
• Topological Signal Processing using the Weighted Ordinal Partition Network
  27 Apr 2022 0 repositories listed
• Topological Data Analysis for Anomaly Detection in Host-Based Logs
  25 Apr 2022 0 repositories listed
• Topology and geometry of data manifold in deep learning
  19 Apr 2022 0 repositories listed
• Transfer Learning for Autonomous Chatter Detection in Machining
  11 Apr 2022 0 repositories listed
• Proceedings of TDA: Applications of Topological Data Analysis to Data Science, Artificial Intelligence, and Machine Learning Workshop at SDM 2022
  3 Apr 2022 0 repositories listed
• Machine Composition of Korean Music via Topological Data Analysis and Artificial Neural Network
  29 Mar 2022 0 repositories listed
• Time-inhomogeneous diffusion geometry and topology
  28 Mar 2022 0 repositories listed
• Geometry of Data
  14 Mar 2022 0 repositories listed
• Topological EEG Nonlinear Dynamics Analysis for Emotion Recognition
  14 Mar 2022 0 repositories listed
• Geometric and Topological Inference for Deep Representations of Complex Networks
  10 Mar 2022 0 repositories listed
• PERCEPT: a new online change-point detection method using topological data analysis
  8 Mar 2022 0 repositories listed
• Topological Data Analysis for Word Sense Disambiguation
  1 Mar 2022 0 repositories listed
• A Review of Topological Data Analysis for Cybersecurity
  16 Feb 2022 0 repositories listed
• Topic Modeling with Topological Data Analysis
  16 Jan 2022 0 repositories listed
• Persistent Homology for Breast Tumor Classification using Mammogram Scans
  7 Jan 2022 0 repositories listed
• Unsupervised machine learning approaches to the q-state Potts model
  13 Dec 2021 0 repositories listed
• Activation Landscapes as a Topological Summary of Neural Network Performance
  19 Oct 2021 0 repositories listed
• Data-driven and Automatic Surface Texture Analysis Using Persistent Homology
  19 Oct 2021 0 repositories listed
• Topological Data Analysis (TDA) Techniques Enhance Hand Pose Classification from ECoG Neural Recordings
  9 Oct 2021 0 repositories listed
• Uncertainty, volatility and the persistence norms of financial time series
  30 Sep 2021 0 repositories listed
• TAMP-S2GCNets: Coupling Time-Aware Multipersistence Knowledge Representation with Spatio-Supra Graph Convolutional Networks for Time-Series Forecasting
  29 Sep 2021 0 repositories listed
• A computationally efficient framework for vector representation of persistence diagrams
  16 Sep 2021 0 repositories listed
• Emerging vaccine-breakthrough SARS-CoV-2 variants
  9 Sep 2021 0 repositories listed
• Monitoring weeder robots and anticipating their functioning by using advanced topological data analysis
  19 Aug 2021 0 repositories listed
• Scarce Data Driven Deep Learning of Drones via Generalized Data Distribution Space
  18 Aug 2021 0 repositories listed
• Quantum Topological Data Analysis with Linear Depth and Exponential Speedup
  5 Aug 2021 0 repositories listed
• Hilbert Sinkhorn Divergence for Optimal Transport
  19 Jun 2021 0 repositories listed
• Topological data analysis identifies emerging adaptive mutations in SARS-CoV-2
  14 Jun 2021 0 repositories listed
• Augmenting Molecular Deep Generative Models with Topological Data Analysis Representations
  8 Jun 2021 0 repositories listed
• Lattice Paths for Persistent Diagrams
  1 May 2021 0 repositories listed
• A Random Persistence Diagram Generator
  15 Apr 2021 0 repositories listed
• Joint Geometric and Topological Analysis of Hierarchical Datasets
  3 Apr 2021 0 repositories listed
• Persistence Homology of TEDtalk: Do Sentence Embeddings Have a Topological Shape?
  25 Mar 2021 0 repositories listed
• A Multi-parameter Persistence Framework for Mathematical Morphology
  24 Mar 2021 0 repositories listed
• Dory: Overcoming Barriers to Computing Persistent Homology
  9 Mar 2021 0 repositories listed
• Exploring epithelial-cell calcium signaling with geometric and topological data analysis
  8 Mar 2021 0 repositories listed
• Quantifying barley morphology using the Euler characteristic transform
  8 Mar 2021 0 repositories listed
• Sanity Check for Persistence Diagrams
  8 Mar 2021 0 repositories listed
• On the geometric and Riemannian structure of the spaces of group equivariant non-expansive operators
  3 Mar 2021 0 repositories listed
• Classification of COVID-19 via Homology of CT-SCAN
  21 Feb 2021 0 repositories listed
• Geometric feature performance under downsampling for EEG classification tasks
  15 Feb 2021 0 repositories listed
• A Note on Argumentative Topology: Circularity and Syllogisms as Unsolved Problems
  7 Feb 2021 0 repositories listed
• Classification based on Topological Data Analysis
  7 Feb 2021 0 repositories listed
• Time Series Classification via Topological Data Analysis
  3 Feb 2021 0 repositories listed
• Domain Adaptation by Topology Regularization
  28 Jan 2021 0 repositories listed
• Entropy Partial Transport with Tree Metrics: Theory and Practice
  24 Jan 2021 0 repositories listed
• TDA-Net: Fusion of Persistent Homology and Deep Learning Features for COVID-19 Detection in Chest X-Ray Images
  21 Jan 2021 0 repositories listed
• Nonparametric clustering for image segmentation
  20 Jan 2021 0 repositories listed
• Persistent Homology Based Graph Convolution Network for Fine-Grained 3D Shape Segmentation
  1 Jan 2021 0 repositories listed
• Topological obstructions in neural networks learning
  31 Dec 2020 0 repositories listed
• Can neural networks learn persistent homology features?
  30 Nov 2020 0 repositories listed
• A Sheaf and Topology Approach to Generating Local Branch Numbers in Digital Images
  27 Nov 2020 0 repositories listed
• Topological Data Analysis of copy number alterations in cancer
  22 Nov 2020 0 repositories listed
• Argumentative Topology: Finding Loop(holes) in Logic
  17 Nov 2020 0 repositories listed
• Role Taxonomy of Units in Deep Neural Networks
  2 Nov 2020 0 repositories listed
• PersGNN: Applying Topological Data Analysis and Geometric Deep Learning to Structure-Based Protein Function Prediction
  30 Oct 2020 0 repositories listed
• Characterizing the Latent Space of Molecular Deep Generative Models with Persistent Homology Metrics
  18 Oct 2020 0 repositories listed
• Automatic Tree Ring Detection using Jacobi Sets
  17 Oct 2020 0 repositories listed
• Application of Topological Data Analysis to Delirium Detection
  10 Oct 2020 0 repositories listed
• Comparing Distance Metrics on Vectorized Persistence Summaries
  10 Oct 2020 0 repositories listed
• Explainable Framework for Time-series Analysis via Topological Data Analysis
  10 Oct 2020 0 repositories listed
• Multi-Parameter Persistent Homology is Practical (Extended Abstract)
  10 Oct 2020 0 repositories listed
• Passive Encrypted IoT Device Fingerprinting with Persistent Homology
  10 Oct 2020 0 repositories listed
• Quantifying barley morphology using the Euler characteristic transform
  10 Oct 2020 0 repositories listed
• Teaspoon: A comprehensive python package for topological signal processing
  10 Oct 2020 0 repositories listed
• TOTOPO: Classifying univariate and multivariate time series with Topological Data Analysis
  10 Oct 2020 0 repositories listed
• Understanding the Power of Persistence Pairing via Permutation Test
  10 Oct 2020 0 repositories listed
• Unsupervised local structure learning in elemental zirconium using Topological Data Analysis
  10 Oct 2020 0 repositories listed
• Capturing Dynamics of Time-Varying Data via Topology
  7 Oct 2020 0 repositories listed
• Ensemble Forecasting of the Zika Space-TimeSpread with Topological Data Analysis
  24 Sep 2020 0 repositories listed
• Topology-based Clusterwise Regression for User Segmentation and Demand Forecasting
  8 Sep 2020 0 repositories listed
• Topological Data Analysis for Portfolio Management of Cryptocurrencies
  7 Sep 2020 0 repositories listed
• Investigation of Flash Crash via Topological Data Analysis
  26 Aug 2020 0 repositories listed
• Why we should use Topological Data Analysis in Ageing: towards defining the "Topological shape of ageing"
  14 Aug 2020 0 repositories listed