On vector piece-wise regression and clustering

Victor L. Brailovsky

doi:10.1109/ICPR.1992.201933

On vector piece-wise regression and clustering

Victor L. Brailovsky^*

^*Corresponding author for this work

School of Computer Science

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

The paper adresses the problem of discovering a piece-wise-smooth structure of vector response function corrupted by heavy noise. The solution is obtained by dynamic programming algorithm in combination with a probabilistic estimate. The comparison with the approach based on clustering technique, is discussed.

Original language	English
Title of host publication	IAPR 1992 - 11th IAPR International Conference on Pattern Recognition
Subtitle of host publication	Image, Speech, and Signal Analysis
Publisher	Institute of Electrical and Electronics Engineers Inc.
Pages	83-87
Number of pages	5
ISBN (Electronic)	0818629207
DOIs	https://doi.org/10.1109/ICPR.1992.201933
State	Published - 1992
Event	11th IAPR International Conference on Pattern Recognition, IAPR 1992 - The Hague, Netherlands Duration: 30 Aug 1992 → 3 Sep 1992

Publication series

Name	Proceedings - International Conference on Pattern Recognition
Volume	3
ISSN (Print)	1051-4651

Conference

Conference	11th IAPR International Conference on Pattern Recognition, IAPR 1992
Country/Territory	Netherlands
City	The Hague
Period	30/08/92 → 3/09/92

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10.1109/ICPR.1992.201933

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Brailovsky, V. L. (1992). On vector piece-wise regression and clustering. In IAPR 1992 - 11th IAPR International Conference on Pattern Recognition: Image, Speech, and Signal Analysis (pp. 83-87). Article 201933 (Proceedings - International Conference on Pattern Recognition; Vol. 3). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ICPR.1992.201933

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note = "Publisher Copyright: {\textcopyright} 1992 IEEE.; 11th IAPR International Conference on Pattern Recognition, IAPR 1992 ; Conference date: 30-08-1992 Through 03-09-1992",

year = "1992",

doi = "10.1109/ICPR.1992.201933",

language = "אנגלית",

series = "Proceedings - International Conference on Pattern Recognition",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

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Brailovsky, VL 1992, On vector piece-wise regression and clustering. in IAPR 1992 - 11th IAPR International Conference on Pattern Recognition: Image, Speech, and Signal Analysis., 201933, Proceedings - International Conference on Pattern Recognition, vol. 3, Institute of Electrical and Electronics Engineers Inc., pp. 83-87, 11th IAPR International Conference on Pattern Recognition, IAPR 1992, The Hague, Netherlands, 30/08/92. https://doi.org/10.1109/ICPR.1992.201933

On vector piece-wise regression and clustering. / Brailovsky, Victor L.
IAPR 1992 - 11th IAPR International Conference on Pattern Recognition: Image, Speech, and Signal Analysis. Institute of Electrical and Electronics Engineers Inc., 1992. p. 83-87 201933 (Proceedings - International Conference on Pattern Recognition; Vol. 3).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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On vector piece-wise regression and clustering

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