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A persistent homology approach to heart rate variability analysis with
  an application to sleep-wake classification
v1v2 (latest)

A persistent homology approach to heart rate variability analysis with an application to sleep-wake classification

Frontiers in Physiology (Front. Physiol.), 2019
9 August 2019
Yu-Min Chung
Chuan-Shen Hu
Y. Lo
Hau‐Tieng Wu
ArXiv (abs)PDFHTML

Papers citing "A persistent homology approach to heart rate variability analysis with an application to sleep-wake classification"

13 / 13 papers shown
Challenges in 3D Data Synthesis for Training Neural Networks on Topological Features
Challenges in 3D Data Synthesis for Training Neural Networks on Topological Features
Dylan Peek
Matthew P. Skerritt
Siddharth Pritam
Stephan Chalup
109
0
0
07 Nov 2025
Time-Series Forecasting via Topological Information Supervised Framework with Efficient Topological Feature Learning
Time-Series Forecasting via Topological Information Supervised Framework with Efficient Topological Feature Learning
Zixin Lin
Nur Fariha Syaqina Zulkepli
AI4TSAI4CE
265
1
0
31 Mar 2025
Two-Stage Hierarchical and Explainable Feature Selection Framework for
  Dimensionality Reduction in Sleep Staging
Two-Stage Hierarchical and Explainable Feature Selection Framework for Dimensionality Reduction in Sleep Staging
Yangfan Deng
Hamad Albidah
Ahmed Dallal
Jijun Yin
Zhi-Hong Mao
120
2
0
31 Aug 2024
A Pipeline for Data-Driven Learning of Topological Features with
  Applications to Protein Stability Prediction
A Pipeline for Data-Driven Learning of Topological Features with Applications to Protein Stability Prediction
Amish Mishra
Francis C. Motta
166
0
0
09 Aug 2024
Topology combined machine learning for consonant recognition
Topology combined machine learning for consonant recognition
Pingyao Feng
Siheng Yi
Qingrui Qu
Zhiwang Yu
Yifei Zhu
203
0
0
26 Nov 2023
Notes on Applicability of Explainable AI Methods to Machine Learning
  Models Using Features Extracted by Persistent Homology
Notes on Applicability of Explainable AI Methods to Machine Learning Models Using Features Extracted by Persistent Homology
Naofumi Hama
295
0
0
15 Oct 2023
Synthetic Data Generation and Deep Learning for the Topological Analysis
  of 3D Data
Synthetic Data Generation and Deep Learning for the Topological Analysis of 3D DataInternational Conference on Digital Image Computing: Techniques and Applications (DICTA), 2023
Dylan Peek
Matthew P. Skerritt
Stephan Chalup
3DPC
259
6
0
29 Sep 2023
Stability and Machine Learning Applications of Persistent Homology Using
  the Delaunay-Rips Complex
Stability and Machine Learning Applications of Persistent Homology Using the Delaunay-Rips ComplexFrontiers in Applied Mathematics and Statistics (FAMS), 2023
Amisha Mishra
Francis C. Motta
124
10
0
02 Mar 2023
Persistent Homology of Coarse Grained State Space Networks
Persistent Homology of Coarse Grained State Space NetworksPhysical Review E (Phys. Rev. E), 2022
Audun D. Myers
Max M. Chumley
Firas A. Khasawneh
E. Munch
197
8
0
20 May 2022
Emotion recognition in talking-face videos using persistent entropy and
  neural networks
Emotion recognition in talking-face videos using persistent entropy and neural networks
Eduardo Paluzo-Hidalgo
Guillermo Aguirre-Carrazana
Rocio Gonzalez-Diaz
CVBM
190
1
0
26 Oct 2021
Topological Information Retrieval with Dilation-Invariant Bottleneck
  Comparative Measures
Topological Information Retrieval with Dilation-Invariant Bottleneck Comparative MeasuresInformation and Inference A Journal of the IMA (JIII), 2021
Yueqi Cao
Athanasios Vlontzos
Luca Schmidtke
Bernhard Kainz
Anthea Monod
291
5
0
04 Apr 2021
Time Series Classification via Topological Data Analysis
Time Series Classification via Topological Data AnalysisExpert systems with applications (ESWA), 2021
Alperen Karan
A. Kaygun
120
24
0
03 Feb 2021
Summary and Distance between Sets of Texts based on Topological Data
  Analysis
Summary and Distance between Sets of Texts based on Topological Data Analysis
Eduardo Paluzo-Hidalgo
Rocio Gonzalez-Diaz
Miguel A. Gutiérrez-Naranjo
269
2
0
19 Dec 2019
1
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