Boris Faybishenko

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 9

Top Topics

Short Term Prediction

Top Venues

Concurr. Comput. Pract. Exp.

J. Glob. Optim.

Publications

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) (2023)
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 (2022)
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) (2021)
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)
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 (2019)
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 (2019)
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
A metadata reporting framework (FRAMES) for synthesis of ecohydrological observations. Ecol. Informatics 42 (2017)
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)
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) (2016)
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)