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Depth-based classification of directional data

  • Published:2021-05 Issue: Volume:169 Page:114433
  • ISSN:0957-4174
  • Container-title:Expert Systems with Applications
  • language:en
  • Short-container-title:Expert Systems with Applications

Author:

Pandolfo Giuseppe,D’Ambrosio Antonio

Publisher

Elsevier BV

Subject

Artificial Intelligence,Computer Science Applications,General Engineering

Reference41 articles.

1. A note on circular nonparametrical classification;Ackermann;Biometrical Journal,1997

2. Clustering on the unit hypersphere using von Mises–Fisher distributions;Banerjee;Journal of Machine Learning Research,2005

3. A generative, probabilistic model of local protein structure;Boomsma;Proceedings of the National Academy of Sciences of the United States of America,2008

4. A boxplot for circular data;Buttarazzi;Biometrics,2018

5. The cosine depth distribution classifier for directional data;Demni,2019

Cited by 6 articles. 订阅此论文施引文献 订阅此论文施引文献，注册后可以免费订阅5篇论文的施引文献，订阅后可以查看论文全部施引文献

1. Kent feature embedding for classification of compositional data with zeros;Statistics and Computing;2024-01-31

2. Theory of angular depth for classification of directional data;Advances in Data Analysis and Classification;2023-09-23

3. Clustering directional data through depth functions;Computational Statistics;2022-09-19

4. The GLD-plot: a depth-based graphical tool to investigate unimodality of directional data;Journal of Statistical Computation and Simulation;2022-03-16

5. Distance-based directional depth classifiers: a robustness study;Communications in Statistics - Simulation and Computation;2021-11-18
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