Introduction to the R package TDA

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Introduction to the R package TDA

7 November 2014

Brittany Terese Fasy

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Papers citing "Introduction to the R package TDA"

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Title
Topology combined machine learning for consonant recognition Pingyao Feng Siheng Yi Qingrui Qu Zhiwang Yu Yifei Zhu 51 0 0 26 Nov 2023
A Simplified Algorithm for Identifying Abnormal Changes in Dynamic Networks Bouchaib Azamir Driss Bennis Bertrand Michel 43 0 0 17 Oct 2022
What are higher-order networks? C. Bick Elizabeth Gross Heather A. Harrington Michael T. Schaub 177 288 0 20 Apr 2021
Particle gradient descent model for point process generation Antoine Brochard B. Błaszczyszyn S. Mallat Sixin Zhang DiffM 11 2 0 27 Oct 2020
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
Topological Machine Learning for Mixed Numeric and Categorical Data Chengyuan Wu C. Hargreaves 21 6 0 10 Mar 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
Topological Machine Learning for Multivariate Time Series Chengyuan Wu C. Hargreaves AI4TS 32 10 0 27 Nov 2019
Deep Learning with Persistent Homology for Orbital Angular Momentum (OAM) Decoding Soheil Rostami Walid Saad Choong Seon Hong 20 10 0 15 Nov 2019
Testing goodness of fit for point processes via topological data analysis C. Biscio Nicolas Chenavier Christian Hirsch A. Svane 62 25 0 18 Jun 2019
Time Series Featurization via Topological Data Analysis Kwangho Kim Jisu Kim Alessandro Rinaldo AI4TS 25 4 0 07 Dec 2018
The persistence landscape and some of its properties Peter Bubenik 46 63 0 11 Oct 2018
Perturbation Robust Representations of Topological Persistence Diagrams Anirudh Som Kowshik Thopalli Karthikeyan N. Ramamurthy Vinay Venkataraman Ankita Shukla Pavan Turaga 45 16 0 26 Jul 2018
The Topology ToolKit Julien Tierny Guillaume Favelier Joshua A. Levine Charles Gueunet Michael Michaux 42 197 0 22 May 2018
Persistent homology machine learning for fingerprint classification Noah Giansiracusa Robert S. Giansiracusa Chul Moon 60 41 0 24 Nov 2017
An introduction to Topological Data Analysis: fundamental and practical aspects for data scientists Frédéric Chazal Bertrand Michel 107 598 0 11 Oct 2017
A persistence landscapes toolbox for topological statistics Peter Bubenik Paweł Dłotko 128 163 0 31 Dec 2014
Robust Topological Inference: Distance To a Measure and Kernel Distance Frédéric Chazal Brittany Terese Fasy F. Lecci Bertrand Michel Alessandro Rinaldo Larry A. Wasserman 109 177 0 22 Dec 2014