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Boris Faybishenko
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2020 – today
- 2023
- [j7]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
- [i2]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
- [j6]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) - [j5]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)
2010 – 2019
- 2019
- [j4]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) - [i1]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
- [j3]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) - [c2]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
- [j2]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
- [c1]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
2000 – 2009
- 2000
- [j1]David C. Mays, Boris A. Faybishenko:
Washboards in unpaved highways as a complex dynamic system. Complex. 5(6): 51-60 (2000)
Coauthor Index
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