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A persistence landscapes toolbox for topological statistics

31 December 2014

Papers citing "A persistence landscapes toolbox for topological statistics"

23 / 23 papers shown

Title
Topology combined machine learning for consonant recognition Pingyao Feng Siheng Yi Qingrui Qu Zhiwang Yu Yifei Zhu 51 0 0 26 Nov 2023
Landslide Topology Uncovers Failure Movements Kamal Rana Kushanav Bhuyan Joaquin Vicente Ferrer Fabrice Cotton U. Öztürk Filippo Catani Nishant Malik AI4CE 55 13 0 14 Oct 2023
A topological classifier to characterize brain states: When shape matters more than variance Aina Ferrà G. Cecchini Fritz-Pere Nobbe Fisas Carles Casacuberta I. Cos 61 2 0 07 Mar 2023
Testing Homological Equivalence Using Betti Numbers Satish Kumar S. Dhar 49 0 0 25 Nov 2022
Individual Topology Structure of Eye Movement Trajectories A. Onuchin Oleg Kachan 20 2 0 21 May 2022
Transfer Learning for Autonomous Chatter Detection in Machining Melih C. Yesilli Firas A. Khasawneh B. Mann 27 25 0 11 Apr 2022
A Topological Data Analysis Based Classifier R. Kindelan José Frías Mauricio Cerda N. Hitschfeld-Kahler 40 6 0 09 Nov 2021
Scalar Field Comparison with Topological Descriptors: Properties and Applications for Scientific Visualization Lin Yan Talha Bin Masood Raghavendra Sridharamurthy Farhan Rasheed Vijay Natarajan Ingrid Hotz Bei Wang 74 68 0 01 Jun 2021
TopoMap: A 0-dimensional Homology Preserving Projection of High-Dimensional Data Harish Doraiswamy Julien Tierny Paulo J. S. Silva L. G. Nonato Claudio Silva 47 31 0 03 Sep 2020
PLLay: Efficient Topological Layer based on Persistence Landscapes Kwangho Kim Jisu Kim Manzil Zaheer Joon Sik Kim Frédéric Chazal Larry A. Wasserman 43 13 0 07 Feb 2020
A Topological "Reading" Lesson: Classification of MNIST using TDA A. Garin Guillaume Tauzin 81 67 0 18 Oct 2019
Adaptive template systems: Data-driven feature selection for learning with persistence diagrams Luis Polanco Jose A. Perea 33 13 0 13 Oct 2019
An Introduction to a New Text Classification and Visualization for Natural Language Processing Using Topological Data Analysis N. Elyasi M. H. Moghadam 25 13 0 03 Jun 2019
Persistent homology detects curvature Peter Bubenik M. Hull Dhruv Patel Benjamin Whittle 103 72 0 30 May 2019
Same But Different: Distance Correlations Between Topological Summaries Katharine Turner Gard Spreemann 66 16 0 04 Mar 2019
The persistence landscape and some of its properties Peter Bubenik 46 63 0 11 Oct 2018
A Kernel for Multi-Parameter Persistent Homology René Corbet Ulderico Fugacci Michael Kerber C. Landi Bei Wang 49 49 0 26 Sep 2018
Persistence paths and signature features in topological data analysis I. Chevyrev Vidit Nanda Harald Oberhauser 73 69 0 01 Jun 2018
The Topology ToolKit Julien Tierny Guillaume Favelier Joshua A. Levine Charles Gueunet Michael Michaux 42 197 0 22 May 2018
Persistence Codebooks for Topological Data Analysis Bartosz Zieliñski Michal Lipinski M. Juda Matthias Zeppelzauer Paweł Dłotko 50 28 0 13 Feb 2018
Kernel method for persistence diagrams via kernel embedding and weight factor G. Kusano Kenji Fukumizu Y. Hiraoka 54 83 0 12 Jun 2017
Applying Topological Persistence in Convolutional Neural Network for Music Audio Signals Jen-Yu Liu Shyh-Kang Jeng Yi-Hsuan Yang 72 35 0 26 Aug 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