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A Functional approach for Two Way Dimension Reduction in Time Series


Jan 01, 2023
Aniruddha Rajendra Rao, Haiyan Wang, Chetan Gupta

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* IEEE BigData 2022 
* 10 pages, 4 figures, 4 tables 

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Modern Non-Linear Function-on-Function Regression


Jul 29, 2021
Aniruddha Rajendra Rao, Matthew Reimherr

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* 6 figures, 5 tables (including supplementary material), 16 pages (including supplementary material). arXiv admin note: text overlap with arXiv:2104.09371 

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Non-linear Functional Modeling using Neural Networks


Apr 19, 2021
Aniruddha Rajendra Rao, Matthew Reimherr

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* 3 figures, 8 tables (including supplementary material), 13 pages (including supplementary material) 

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Modern Multiple Imputation with Functional Data


Nov 25, 2020
Aniruddha Rajendra Rao, Matthew Reimherr

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* 7 figures (including supplementary material), 8 tables (including supplementary material), 14 pages (including supplementary material) 

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A Non-linear Function-on-Function Model for Regression with Time Series Data


Nov 24, 2020
Qiyao Wang, Haiyan Wang, Chetan Gupta, Aniruddha Rajendra Rao, Hamed Khorasgani

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* Accepted by IEEE Big Data 2020 

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Spatio-Temporal Functional Neural Networks


Sep 11, 2020
Aniruddha Rajendra Rao, Qiyao Wang, Haiyan Wang, Hamed Khorasgani, Chetan Gupta

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* Accepted by 2020 IEEE International Conference on Data Science and Advanced Analytics (DSAA) 

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