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Sliding Windows and Persistence: An Application of Topological Methods to Signal Analysis

23 July 2013

Papers citing "Sliding Windows and Persistence: An Application of Topological Methods to Signal Analysis"

20 / 20 papers shown

Title
A Stable Measure for Conditional Periodicity of Time Series using Persistent Homology Bala Krishnamoorthy Elizabeth P. Thompson AI4TS 62 0 0 06 Jan 2025
Persistent Homology for MCI Classification: A Comparative Analysis between Graph and Vietoris-Rips Filtrations Debanjali Bhattacharya Rajneet Kaur Ninad Aithal Neelam Sinha T. Issac 49 2 0 30 Oct 2024
TopoFR: A Closer Look at Topology Alignment on Face Recognition Jun Dan Yang Liu Jiankang Deng Haoyu Xie Siyuan Li Baigui Sun Shan Luo CVBM 107 6 0 14 Oct 2024
Topology combined machine learning for consonant recognition Pingyao Feng Siheng Yi Qingrui Qu Zhiwang Yu Yifei Zhu 51 0 0 26 Nov 2023
Classification of Stochastic Processes with Topological Data Analysis Ismail Güzel A. Kaygun AI4TS 55 3 0 08 Jun 2022
Topological Signal Processing using the Weighted Ordinal Partition Network Audun D. Myers Firas A. Khasawneh E. Munch 18 4 0 27 Apr 2022
Bayesian Topological Learning for Classifying the Structure of Biological Networks Vasileios Maroulas Cassie Putman Micucci Farzana Nasrin 31 8 0 24 Sep 2020
Topological Data Analysis in Text Classification: Extracting Features with Additive Information Shafie Gholizadeh Ketki Savle Armin Seyeditabari Wlodek Zadrozny 38 8 0 29 Mar 2020
Unsupervised non-parametric change point detection in quasi-periodic signals N. Shvetsov N. Buzun Dmitry V. Dylov 81 10 0 07 Feb 2020
Time Series Featurization via Topological Data Analysis Kwangho Kim Jisu Kim Alessandro Rinaldo AI4TS 36 4 0 07 Dec 2018
Perturbation Robust Representations of Topological Persistence Diagrams Anirudh Som Kowshik Thopalli Karthikeyan N. Ramamurthy Vinay Venkataraman Ankita Shukla Pavan Turaga 51 16 0 26 Jul 2018
Homology-Preserving Dimensionality Reduction via Manifold Landmarking and Tearing Lin Yan Yaodong Zhao Paul Rosen C. Scheidegger Bei Wang 74 15 0 22 Jun 2018
Persistence paths and signature features in topological data analysis I. Chevyrev Vidit Nanda Harald Oberhauser 80 69 0 01 Jun 2018
Chatter Classification in Turning Using Machine Learning and Topological Data Analysis Firas A. Khasawneh E. Munch Jose A. Perea 44 60 0 23 Mar 2018
Nonparametric Estimation of Probability Density Functions of Random Persistence Diagrams Joshua L. Mike Vasileios Maroulas 47 24 0 07 Mar 2018
Autism Spectrum Disorder Classification using Graph Kernels on Multidimensional Time Series Rushil Anirudh Jayaraman J. Thiagarajan Irene Kim W. Polonik 54 7 0 29 Nov 2016
Persistence Images: A Stable Vector Representation of Persistent Homology Henry Adams Sofya Chepushtanova Tegan H. Emerson Eric M. Hanson Michael Kirby Francis C. Motta R. Neville C. Peterson Patrick D. Shipman Lori Ziegelmeier 125 684 0 22 Jul 2015
A persistence landscapes toolbox for topological statistics Peter Bubenik Paweł Dłotko 142 163 0 31 Dec 2014
Topological consistency via kernel estimation O. Bobrowski S. Mukherjee Jonathan E. Taylor 191 69 0 20 Jul 2014
Combining persistent homology and invariance groups for shape comparison Patrizio Frosini Grzegorz Jablonski 71 21 0 27 Dec 2013