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Fundamental and Computational Sciences Directorate

Staff information

Emily Saldanha

Data Science - Onyx
Data Scientist
Pacific Northwest National Laboratory
PO Box 999
MSIN: K7-28
Richland, WA 99352

PNNL Publications


  • Shrestha P., A. Visweswara Sathanur, S. Maharjan, E.G. Saldanha, D.L. Arendt, and S. Volkova. 2020. "Multiple social platforms reveal actionable signals for software vulnerability awareness: A study of GitHub, Twitter and Reddit." PLoS One 15, no. 3:Article No. e0230250. PNNL-SA-143971. doi:10.1371/journal.pone.0230250


  • Arendt D.L., E.G. Saldanha, R. Wesslen, S. Volkova, and W. Dou. 2019. "Towards Rapid Interactive Machine Learning: Evaluating Tradeoffs of Classification without Representation." In International Conference on Intelligent User Interfaces, (IUI 2019), March 17-20, 2019, Marina del Ray, CA, 591-602. New York, New York:ACM. PNNL-SA-138765. doi:10.1145/3301275.3302280
  • Glenski M., E.G. Saldanha, and S. Volkova. 2019. "Characterizing Speed and Scale of Cryptocurrency Discussion Spread on Reddit." In Proceedings of The World Wide Web Conference (WWW 2019), May 13-17, 2019, San Francisco, CA, 560-570. New York, New York:ACM. PNNL-SA-139880. doi:10.1145/3308558.3313702
  • Saldanha E.G., L.M. Blaha, A. Visweswara Sathanur, N.O. Hodas, S. Volkova, and M.T. Greaves. 2019. "Evaluation and Validation Approaches for Simulation of Social Behavior: Challenges and Opportunities." In Social-Behavioral Modeling for Complex Systems, edited by Paul K. Davis, Angela O'Mahony, Jonathan Pfautz. 495-515. Hoboken, New Jersey:John Wiley & Sons, Inc. PNNL-SA-136082. doi:10.1002/9781119485001.ch21


  • Arendt D.L., E.A. Grace, and S. Volkova. 2018. "Interactive Machine Learning at Scale with CHISSL." In The Thirty-Second AAAI Conference on Artificial Intelligence (AAAI-2018), February 2-7, 2018, New Orleans, Louisiana, 8194-8195. Palo Alto, California:Association for the Advancement of Artificial Intelligence. PNNL-SA-129748.

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