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Technometrics Volume 57, 2015 - Issue 4
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Original Articles

Informative Sensor and Feature Selection via Hierarchical Nonnegative Garrote

Kamran PaynabarH. Milton Stewart School of Industrial and Systems Engineering, Georgia Institute of Technology, Atlanta, 30332, GA([email protected])
,
Judy JinDepartment of Industrial and Operations EngineeringUniversity of Michigan, Ann Arbor, 48109, MI([email protected]; [email protected])
&
Matthew P. ReedDepartment of Industrial and Operations EngineeringUniversity of Michigan, Ann Arbor, 48109, MI([email protected]; [email protected])
Pages 514-523 | Received 01 Jun 2012, Published online: 18 Nov 2015

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Nathan Gaw, Safoora Yousefi & Mostafa Reisi Gahrooei. (2022) Multimodal data fusion for systems improvement: A review. IISE Transactions 54:11, pages 1098-1116.
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Xiao Liu & Rong Pan. (2021) Boost-R: Gradient boosted trees for recurrence data. Journal of Quality Technology 53:5, pages 545-565.
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Kai Wang & Fugee Tsung. (2021) Hierarchical sparse functional principal component analysis for multistage multivariate profile data. IISE Transactions 53:1, pages 58-73.
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Hongyue Sun, Ran Jin & Yuan Luo. (2020) Supervised subgraph augmented non-negative matrix factorization for interpretable manufacturing time series data analytics. IISE Transactions 52:1, pages 120-131.
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Bianca Maria Colosimo. (2018) Modeling and monitoring methods for spatial and image data. Quality Engineering 30:1, pages 94-111.
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Hongyue Sun, Xinwei Deng, Kaibo Wang & Ran Jin. (2016) Logistic regression for crystal growth process modeling through hierarchical nonnegative garrote-based variable selection. IIE Transactions 48:8, pages 787-796.
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Articles from other publishers (9)

Pio Lombardi & Marco Liserre. (2022) Net-zero energy factory: Exploitation of flexibility – A technical-economic analysis for a German carpentry. Net-zero energy factory: Exploitation of flexibility – A technical-economic analysis for a German carpentry.
Kai Wang & Fugee Tsung. (2021) Sparse and Structured Function-on-Function Quality Predictive Modeling by Hierarchical Variable Selection and Multitask Learning. IEEE Transactions on Industrial Informatics 17:10, pages 6720-6730.
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Pio Lombardi, Bartlomiej Arendarskie, Przemyslaw Komarnicki, Marina Santarelli, Antonio M. Pantaleo & Marco Liserre. (2021) Exploitation of Flexibility within Net-zero Energy Factories. A Study Case for a German Carpentry Works. Exploitation of Flexibility within Net-zero Energy Factories. A Study Case for a German Carpentry Works.
Nicholas Rock, Scott Stouffer, Tyler Hendershott, Joshua Heyne, David Blunck, Lukai Zheng, Bhupendra Khandelwal, Benjamin Emerson, Epaminondas Mastorakos & Meredith Colket. 2021. Fuel Effects on Operability of Aircraft Gas Turbine Combustors. Fuel Effects on Operability of Aircraft Gas Turbine Combustors 143 196 .
. 2021. Fuel Effects on Operability of Aircraft Gas Turbine Combustors. Fuel Effects on Operability of Aircraft Gas Turbine Combustors.
Lening Wang, Pang Du & Ran Jin. (2021) MOSS—Multi-Modal Best Subset Modeling in Smart Manufacturing. Sensors 21:1, pages 243.
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Hongyue Sun, Prahalad K. Rao, Zhenyu James Kong, Xinwei Deng & Ran Jin. (2018) Functional Quantitative and Qualitative Models for Quality Modeling in a Fused Deposition Modeling Process. IEEE Transactions on Automation Science and Engineering 15:1, pages 393-403.
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Hongyue Sun, Shuai Huang & Ran Jin. (2017) Functional Graphical Models for Manufacturing Process Modeling. IEEE Transactions on Automation Science and Engineering 14:4, pages 1612-1621.
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Hadi I. Masoud, Matthew P. Reed, Kamran Paynabar, Nanxin Wang, Jionghua (Judy) Jin, Jian Wan, Ksenia K. Kozak & Gianna Gomez-Levi. (2016) Predicting Subjective Responses From Human Motion: Application to Vehicle Ingress Assessment. Journal of Manufacturing Science and Engineering 138:6.
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