Adaptive robust local online density estimation for streaming data

International Journal of Machine Learning and Cybernetics ◽

10.1007/s13042-021-01275-y ◽

2021 ◽

Author(s):

Zhong Chen ◽

Zhide Fang ◽

Victor Sheng ◽

Jiabin Zhao ◽

Wei Fan ◽

...

Keyword(s):

Density Estimation ◽

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Predicted Distribution Density Estimation for Streaming Data

Computational Science – ICCS 2021 - Lecture Notes in Computer Science ◽

10.1007/978-3-030-77980-1_43 ◽

2021 ◽

pp. 567-580

Author(s):

Piotr Kulczycki ◽

Tomasz Rybotycki

Keyword(s):

Density Estimation ◽

Distribution Density ◽

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Interactive visualization of streaming data with Kernel Density Estimation

2011 IEEE Pacific Visualization Symposium ◽

10.1109/pacificvis.2011.5742387 ◽

2011 ◽

Author(s):

Ove Daae Lampe ◽

Helwig Hauser

Keyword(s):

Density Estimation ◽

Kernel Density Estimation ◽

Interactive Visualization ◽

Kernel Density ◽

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Forest of Normalized Trees: Fast and Accurate Density Estimation of Streaming Data

2018 IEEE 5th International Conference on Data Science and Advanced Analytics (DSAA) ◽

10.1109/dsaa.2018.00030 ◽

2018 ◽

Author(s):

Patrick Rehn ◽

Zahra Ahmadi ◽

Stefan Kramer

Keyword(s):

Density Estimation ◽

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Online wavelet-based density estimation for non-stationary streaming data

Computational Statistics & Data Analysis ◽

10.1016/j.csda.2011.08.009 ◽

2012 ◽

Vol 56 (2) ◽

pp. 327-344 ◽

Author(s):

E.S. García-Treviño ◽

J.A. Barria

Keyword(s):

Density Estimation ◽

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Density estimation from streaming data using wavelets

Compstat 2006 - Proceedings in Computational Statistics ◽

10.1007/978-3-7908-1709-6_18 ◽

2007 ◽

pp. 231-242 ◽

Author(s):

Edward J. Wegman ◽

Kyle A. Caudle

Keyword(s):

Density Estimation ◽

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Clustering and Density Estimation for Streaming Data using Volume Prototypes

Proceedings of the 9th International Workshop on Pattern Recognition in Information Systems ◽

10.5220/0002173500390048 ◽

2009 ◽

Keyword(s):

Density Estimation ◽

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Online Density Estimation over Streaming Data: A Local Adaptive Solution

2018 IEEE International Conference on Big Data (Big Data) ◽

10.1109/bigdata.2018.8621923 ◽

2018 ◽

Author(s):

Zhong Chen ◽

Zhide Fang ◽

Jiabin Zhao ◽

Wei Fan ◽

Andrea Edwards ◽

...

Keyword(s):

Density Estimation ◽

Streaming Data ◽

Adaptive Solution

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Nonparametric density estimation of streaming data using orthogonal series

Computational Statistics & Data Analysis ◽

10.1016/j.csda.2009.06.014 ◽

2009 ◽

Vol 53 (12) ◽

pp. 3980-3986 ◽

Author(s):

Kyle A. Caudle ◽

Edward Wegman

Keyword(s):

Density Estimation ◽

Orthogonal Series ◽

Nonparametric Density Estimation ◽

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Sub-linear RACE Sketches for Approximate Kernel Density Estimation on Streaming Data

Proceedings of The Web Conference 2020 ◽

10.1145/3366423.3380244 ◽

2020 ◽

Author(s):

Benjamin Coleman ◽

Anshumali Shrivastava

Keyword(s):

Density Estimation ◽

Kernel Density Estimation ◽

Kernel Density ◽

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Periodic Splines for Spectral Density Estimation: The Use of Cross Validation for Determining the Degree of Smoothing

Communications in Statistics - Simulation and Computation ◽

10.1080/03610917508548343 ◽

1975 ◽

Vol 4 (2) ◽

pp. 125-141

Author(s):

G. Wahba ◽

S. Wold

Keyword(s):

Spectral Density ◽

Density Estimation ◽

Cross Validation ◽

Spectral Density Estimation

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