Papers

• Persistent Homology of Time Series through Complex Networks (2026)
  \.Ismail G\"uzel
  1.83
• Interpretable Classification of Time Series Using Euler Characteristic Surfaces (2026)
  Salam Rabindrajit Luwang et al.
  1.72
• Discrete Coefficients and Open Invariant Covers in the Homology of Ample Groupoids (2026)
  Luciano Melodia
  1.72
• Topological Detection of Hopf Bifurcations via Persistent Homology: A Functional Criterion from Time Series (2026)
  Jhonathan Barrios and Y\'asser Ech\'avez and Carlos F. \'Alvarez
  1.72
• T3former: Temporal Graph Classification with Topological Machine Learning (2025)
  Md. Joshem Uddin et al.
  1.44
• Topology-driven identification of repetitions in multi-variate time series (2025)
  Simon Schindler and Elias Steffen Reich and Saverio Messineo and Simon Hoher and Stefan Huber
  1.17
• Causality Analysis of COVID-19 Induced Crashes in Stock and Commodity Markets: A Topological Perspective (2025)
  Buddha Nath Sharma (1) et al.
  1.00
• A Stable Measure of Similarity for Time Series using Persistent Homology (2025)
  Bala Krishnamoorthy and Elizabeth P. Thompson
  0.94
• Persistent Homology of Coarse Grained State Space Networks (2022)
  Audun D. Myers et al.
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• The Topological BERT: Transforming Attention into Topology for Natural Language Processing (2022)
  Ilan Perez et al.
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• A topological analysis of cointegrated data: a Z24 Bridge case study (2022)
  Tristan Gowdridge et al.
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• Importance attribution in neural networks by means of persistence landscapes of time series (2023)
  Aina Ferr\`a et al.
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• Algebraic and Geometric Models for Space Networking (2023)
  William Bernardoni et al.
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• Topological Learning for Motion Data via Mixed Coordinates (2023)
  Hengrui Luo et al.
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• Topological Approach for Data Assimilation (2024)
  Max M. Chumley et al.
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