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ORCIDDeborah A. Agarwal
- > Home > Persons > Deborah A. Agarwal
Publications
- 2023
[j21]Jangho Park, Juliane Müller
, Bhavna Arora, Boris Faybishenko, Gilberto Zonta Pastorello, Charuleka Varadharajan, Reetik Sahu, Deborah A. Agarwal:
Long-term missing value imputation for time series data using deep neural networks. Neural Comput. Appl. 35(12): 9071-9091 (2023)- 2022
- [i3]Jangho Park, Juliane Müller, Bhavna Arora, Boris Faybishenko, Gilberto Zonta Pastorello, Charuleka Varadharajan, Reetik Sahu, Deborah A. Agarwal:
Long-Term Missing Value Imputation for Time Series Data Using Deep Neural Networks. CoRR abs/2202.12441 (2022) - 2021
- [j18]Juliane Müller, Boris Faybishenko, Deborah A. Agarwal, Stephen Bailey, Chongya Jiang, Youngryel Ryu, Craig Tull, Lavanya Ramakrishnan:
Assessing data change in scientific datasets. Concurr. Comput. Pract. Exp. 33(16) (2021) - [j13]Juliane Müller, Jangho Park, Reetik Sahu, Charuleka Varadharajan, Bhavna Arora, Boris Faybishenko, Deborah A. Agarwal:
Surrogate optimization of deep neural networks for groundwater predictions. J. Glob. Optim. 81(1): 203-231 (2021) - 2019
- [j12]Charuleka Varadharajan, Boris Faybishenko, Amanda Henderson, Matthew Henderson, Valerie C. Hendrix, Susan S. Hubbard, Zarine Kakalia, Alexander Newman, Benjamin Potter, Heidi Steltzer, Roelof Versteeg, Deborah A. Agarwal, Kenneth H. Williams, Chelsea Wilmer, Yuxin Wu, Wendy Brown, Madison Burrus, Rosemary W. H. Carroll, Danielle S. Christianson, Baptiste Dafflon, Dipankar Dwivedi, Brian J. Enquist:
Challenges in Building an End-to-End System for Acquisition, Management, and Integration of Diverse Data From Sensor Networks in Watersheds: Lessons From a Mountainous Community Observatory in East River, Colorado. IEEE Access 7: 182796-182813 (2019) - [i2]Juliane Müller, Jangho Park, Reetik Sahu, Charuleka Varadharajan, Bhavna Arora, Boris Faybishenko, Deborah A. Agarwal:
Surrogate Optimization of Deep Neural Networks for Groundwater Predictions. CoRR abs/1908.10947 (2019) - 2017
- [j10]Danielle Christianson, Charuleka Varadharajan, Bradley Christoffersen, Matteo Detto, Boris Faybishenko, Bruno O. Gimenez, Valerie C. Hendrix, Kolby J. Jardine, Robinson I. Negrón Juárez, Gilberto Zonta Pastorello, Thomas L. Powell, Megha Sandesh, Jeffrey M. Warren, Brett T. Wolfe, Jeffrey Quintin Chambers, Lara M. Kueppers, Nathan G. McDowell, Deborah A. Agarwal:
A metadata reporting framework (FRAMES) for synthesis of ecohydrological observations. Ecol. Informatics 42: 148-158 (2017) - [c23]Gilberto Zonta Pastorello, Dan Gunter, Housen Chu, Danielle Christianson, Carlo Trotta, Eleonora Canfora, Boris Faybishenko, You-Wei Cheah, Norm Beekwilder, Stephen Chan, Sigrid Dengel, Trevor Keenan, Fianna O'Brien, Abdelrahman Elbashandy, Cristina Poindexter, Marty Humphrey, Dario Papale, Deborah A. Agarwal:
Hunting Data Rogues at Scale: Data Quality Control for Observational Data in Research Infrastructures. eScience 2017: 446-447 - 2016
- [j9]Deborah A. Agarwal, Boris Faybishenko, Vicky L. Freedman, Harinarayan Krishnan, Gary Kushner, Carina Lansing, Ellen Porter, Alexandru Romosan, Arie Shoshani, Haruko M. Wainwright, Arthur Weidmer, Kesheng Wu:
A science data gateway for environmental management. Concurr. Comput. Pract. Exp. 28(7): 1994-2004 (2016) - 2014
- [c20]Gilberto Zonta Pastorello, Deborah A. Agarwal, Dario Papale, Taghrid Samak, Carlo Trotta, Alessio Ribeca, Cristina Poindexter, Boris Faybishenko, Dan Gunter, Rachel Hollowgrass, Eleonora Canfora:
Observational Data Patterns for Time Series Data Quality Assessment. eScience 2014: 271-278
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