Nonsmooth Optimization Algorithm for Solving Clusterwise Linear Regression Problems-Reference-Cited by-同舟云学术

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Nonsmooth Optimization Algorithm for Solving Clusterwise Linear Regression Problems

Published:2014-04-15 Issue:3 Volume:164 Page:755-780
ISSN:0022-3239
Container-title:Journal of Optimization Theory and Applications
language:en
Short-container-title:J Optim Theory Appl

Author:

Bagirov Adil M.,Ugon Julien,Mirzayeva Hijran G.

Publisher

Springer Science and Business Media LLC

Subject

Applied Mathematics,Management Science and Operations Research,Control and Optimization

Link

http://link.springer.com/content/pdf/10.1007/s10957-014-0566-y.pdf

Reference22 articles.

1. Preda, C., Saporta, G.: Clusterwise PLS regression on a stochastic process. Comput. Stat. Data Anal. 49, 99–108 (2005)

2. Wedel, M., Kistemaker, C.: Consumer benefit segmentation using clusterwise linear regression. Int. J. Res. Mark. 6(1), 45–59 (1989)

3. Späth, H.: Algorithm 39: clusterwise linear regression. Computing 22, 367–373 (1979)

4. Späth, H.: Algorithm 48: a fast algorithm for clusterwise linear regression. Computing 29, 175–181 (1981)

5. Gaffney, S., Smyth, P.: Trajectory clustering using mixtures of regression models. In: Chaudhuri, S., Madigan, D. (eds.) Proceedings of the ACM Conference on Knowledge Discovery and Data Mining, New York, pp. 63–72 (1999)

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1. Methods and Applications of Clusterwise Linear Regression: A Survey and Comparison;ACM Transactions on Knowledge Discovery from Data;2023-02-22

2. Limited Memory Bundle Method for Clusterwise Linear Regression;Intelligent Systems, Control and Automation: Science and Engineering;2021-08-20

3. Incremental DC optimization algorithm for large-scale clusterwise linear regression;Journal of Computational and Applied Mathematics;2021-06

4. Clusterwise support vector linear regression;European Journal of Operational Research;2020-11

5. Missing Value Imputation via Clusterwise Linear Regression;IEEE Transactions on Knowledge and Data Engineering;2020

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