Boris Faybishenko

According to our database, Boris Faybishenko authored at least 9 papers between 2000 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Long-term missing value imputation for time series data using deep neural networks.

Jangho Park, Juliane Müller, Bhavna Arora, Boris Faybishenko, Gilberto Zonta Pastorello, Charuleka Varadharajan, Reetik Sahu, Deborah A. Agarwal

Neural Comput. Appl., April, 2023

2021

Surrogate optimization of deep neural networks for groundwater predictions.

Juliane Müller, Jangho Park, Reetik Sahu, Charuleka Varadharajan, Bhavna Arora, Boris Faybishenko, Deborah A. Agarwal

J. Glob. Optim., 2021

Assessing data change in scientific datasets.

Juliane Müller, Boris Faybishenko, Deborah A. Agarwal, Stephen Bailey, Chongya Jiang, Youngryel Ryu, Craig Tull, Lavanya Ramakrishnan

Concurr. Comput. Pract. Exp., 2021

2019

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.

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

IEEE Access, 2019

2017

A metadata reporting framework (FRAMES) for synthesis of ecohydrological observations.

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 Q. Chambers, Lara M. Kueppers, Nathan G. McDowell, Deborah A. Agarwal

Ecol. Informatics, 2017

Hunting Data Rogues at Scale: Data Quality Control for Observational Data in Research Infrastructures.

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

Proceedings of the 13th IEEE International Conference on e-Science, 2017

2016

A science data gateway for environmental management.

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

Concurr. Comput. Pract. Exp., 2016

2014

Observational Data Patterns for Time Series Data Quality Assessment.

Gilberto Zonta Pastorello, Deborah A. Agarwal, Dario Papale, Taghrid Samak, Carlo Trotta, Alessio Ribeca, Cristina Poindexter, Boris Faybishenko, Dan Gunter, Rachel Hollowgrass, Eleonora Canfora

Proceedings of the 10th IEEE International Conference on e-Science, 2014

2000

Washboards in unpaved highways as a complex dynamic system.

David C. Mays, Boris A. Faybishenko

Complex., 2000