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Fundamental and Computational Sciences Directorate

Staff information

Courtney Corley

Computing & Analytics Div
Data Scientist
Pacific Northwest National Laboratory
PO Box 999
MSIN: K7-28
Richland, WA 99352

PNNL Publications

2017

  • Corley C.D., S. Volkova, J. Rounds, L.E. Charles-Smith, J.J. Harrison, J.A. Mendoza, and K.S. Han. 2017. Biosurveillance Using Clinical Diagnoses and Social Media Indicators in Military Populations. PNNL-26271. Richland, WA: Pacific Northwest National Laboratory.
  • Hodas N.O., K.J. Shaffer, A. Yankov, C.D. Corley, and A.L. Anderson. 2017. "Beyond Fine Tuning: Adding capacity to leverage few labels." In Learning with Limited Labeled Data (LLD Workshop 2017), December 9, 2017, Long Beach, California. La Jolla, California:Neural Information Processing Systems Foundation, Inc. PNNL-SA-122155.
  • Pavalanathan U., V.V. Datla, S. Volkova, L.E. Charles-Smith, M.A. Pirrung, J.J. Harrison, and A.R. Chappell, et al. 2017. "Studying Military Community Health, Well-being, and Discourse through the Social Media Lens." In Public Health Intelligence and the Internet. Lecture Notes in Social Networks, edited by A Shaban-Nejad, J Brownstein and D Buckeridge. 87-105. Cham:Springer. PNNL-SA-119954. doi:10.1007/978-3-319-68604-2_6
  • Volkova S., E.M. Ayton, K. Porterfield, and C.D. Corley. 2017. "Forecasting Influenza-like Illness Dynamics for Military Populations using Neural Networks and Social Media." PLoS One 12, no. 12:e0188941. PNNL-SA-124148. doi:10.1371/journal.pone.0188941

2016

  • Han K., S. Volkova, and C.D. Corley. 2016. "Understanding Roles of Social Media in Academic Engagement and Satisfaction for Graduate Students." In Proceedings of the CHI Conference Extended Abstracts on Human Factors in Computing Systems (CHI EA 2016), May 7-12, 2016, San Jose, California, 1215-1221. New York, New York:ACM. PNNL-SA-115328. doi:10.1145/2851581.2892517
  • Pavalanathan U., V.V. Datla, S. Volkova, L.E. Charles-Smith, M.A. Pirrung, J.J. Harrison, and A.R. Chappell, et al. 2016. "Discourse, Health and Well-being of Military Populations through the Social Media Lens." In The Workshops of the Thirtieth AAAI Conference on Artificial Intelligence, February 12-17, 2016, Phoenix, Arizona, 796-803. Palo Alto, California:Association for the Advancement of Artificial Intelligence. PNNL-SA-114305.
  • Volkova S., K. Han, and C.D. Corley. 2016. "Using Social Media to Measure Student Wellbeing: A Large-Scale Study of Emotional Response in Academic Discourse." In 8th International Conference on Social Informatics (SocInfo 2016), November 11-14, 2016, Bellevue, WA. Lecture Notes in Computer Science, edited by E Spiro and YY Ahn, 10046, 510-526. Cham:Springer. PNNL-SA-118678. doi:10.1007/978-3-319-47880-7_32

2015

  • Chang J., M.J. Henry, E.R. Burtner, O.J. Love, and C.D. Corley. 2015. "The Heroes' Problems: Exploring the Potentials of Google Glass for Biohazard Handling Professionals." In Proceedings of the 33rd Annual ACM Conference Extended Abstracts on Human Factors in Computing Systems (CHI EA 2015), April 18-23, Seoul, Republic of Korea, 1531-1536. New York, New York:ACM. PNNL-SA-107798. doi:10.1145/2702613.2732698
  • Charles-Smith L.E., T. Reynolds, M. Cameron, M. Conway, E.H. Lau, J. Olsen, and J.A. Pavlin, et al. 2015. "Using Social Media for Actionable Disease Surveillance and Outbreak Management: A Systematic Literature Review." PLoS One 10, no. 10:Article No. e0139701. PNNL-SA-110428. doi:10.1371/journal.pone.0139701
  • Dowling C.P., J.J. Harrison, A.V. Sathanur, L.H. Sego, and C.D. Corley. 2015. "Social Sensor Analytics: Making Sense of Network Models in Social Media." In IEEE International Conference on Intelligence and Security Informatics (ISI 2015), May 27-29, 2015, Baltimore, Maryland, 144-147. Piscataway, New Jersey:IEEE. PNNL-SA-106142. doi:10.1109/ISI.2015.7165956
  • Harrison J.J., E.B. Bell, C.D. Corley, C.P. Dowling, and A.J. Cowell. 2015. "Assessment of User Home Location Geoinference Methods." In IEEE International Conference on Intelligence and Security Informatics (ISI 2015), May 27-29, 2015, Baltimore, Maryland, edited by L Zhou, L Kaati, W Mao and GA Wang, 148-150. Piscataway, New Jersey:IEEE. PNNL-SA-109086. doi:10.1109/ISI.2015.7165957
  • Hodas N.O., G. Ver Steeg, J.J. Harrison, S. Chikkagoudar, E.B. Bell, and C.D. Corley. 2015. "Disentangling the Lexicons of Disaster Response in Twitter." In Proceedings of the 24th International Conference on World Wide Web (WWW 2015), May 18-22, 2015, Florence, Italy, 1201-1204. New York, New York:ACM. PNNL-SA-103652. doi:10.1145/2740908.2741728
  • Smith W.P., A.R. Chappell, and C.D. Corley. 2015. "Medical and Transmission Vector Vocabulary Alignment with Schema.org." In Proceedings of the International Conference on Biomedical Ontology (ICBO 2015), July 27-30, 2015, Lisbon, Portugal, edited by FM Couto and J Hastings. Aachen:CEUR Workshop Proceedings. PNNL-SA-108585.

2014

  • Corley C.D., L.L. Pullum, D.M. Hartley, C.M. Benedum, C.F. Noonan, P.M. Rabinowitz, and M.J. Lancaster. 2014. "Disease Prediction Models and Operational Readiness." PLoS One 9, no. 3:Article No. e91989. PNNL-SA-91139. doi:10.1371/journal.pone.0091989
  • Noonan C.F., M.J. Henry, and C.D. Corley. 2014. LESSONS LEARNED Biosurveillance Mobile App Development Intern Competition (Summer 2013). PNNL-22991. Richland, WA: Pacific Northwest National Laboratory.
  • Sanfilippo A.P., E.B. Bell, and C.D. Corley. 2014. "Current Trends in the Detection of Sociocultural Signatures: Data-Driven Models." In Sociocultural Behavior Sensemaking: State of the Art in Understanding the Operational Environment, edited by J Egeth, GL Klein and D Schmorrow. 147-172. Mclean, Virginia:The MITRE Corporation. PNNL-SA-97638.
  • Webb-Robertson B.M., C.D. Corley, L.A. McCue, B.H. Clowers, C.P. Dowling, K.L. Wahl, and D.S. Wunschel, et al. 2014. "Forensic Signature Detection of Yersinia Pestis Culturing Practices Across Institutions Using a Bayesian Network." Journal of Forensic Investigation 2, no. 1:Article No. 7. PNNL-SA-96751.

2013

  • Corley C.D., C.F. Noonan, R.A. Bartholomew, T.L. Franklin, J.R. Hutchison, M.J. Lancaster, and M.C. Madison, et al. 2013. BioCat 2.0. PNNL-22767. Richland, WA: Pacific Northwest National Laboratory.
  • Corley C.D., C.P. Dowling, S.J. Rose, and T.K. McKenzie. 2013. "SociAL Sensor Analytics: Measuring Phenomenology at Scale." In IEEE International Conference on Intelligence and Security Informatics (ISI 2013), June 4-7, 2013, Seattle, Washington, 31-66. Piscataway, New Jersey:Institute of Electrical and Electronics Engineers. PNNL-SA-94369. doi:10.1109/ISI.2013.6578787
  • Dowling C.P., C.D. Corley, R.M. Farber, and W. Reynolds. 2013. "Jargon and Graph Modularity on Twitter." In IEEE International Conference on Intelligence and Security Informatics (ISI 2013), June 4-7, 2013, Seattle, Washington, 381-383. Piscataway, New Jersey:IEEE. PNNL-SA-94196. doi:10.1109/ISI.2013.6578833
  • Gastelum Z.N., N.O. Cramer, J.M. Benz, S.J. Kreyling, M.J. Henry, C.D. Corley, and K.M. Whattam. 2013. "Identifying, Visualizing, and Fusing Social Media Data to Support Nonproliferation and Arms Control Treaty Verification: Preliminary Results." In 54th Annual Meeting of the Institute of Nuclear Materials Management (INMM), July 20-24, 2013, Atlanta, Georgia. Deerfield, Illinois:Institute of Nuclear Management. PNNL-SA-96852.
  • Hartley D.M., N.P. Nelson, R. Arthur, P. Barboza, N. Collier, N. Lightfoot, and J.P. Linge, et al. 2013. "An Overview of Internet biosurveillance." Clinical Microbiology and Infection 19, no. 11:1006-1013. PNNL-SA-94473. doi:10.1111/1469-0691.12273
  • Holmes A.E., L.H. Sego, B.M. Webb-Robertson, H.W. Kreuzer, R.M. Anderson, S.D. Unwin, and M.R. Weimar, et al. 2013. An Approach for Assessing the Signature Quality of Various Chemical Assays when Predicting the Culture Media Used to Grow Microorganisms. PNNL-22126. Richland, WA: Pacific Northwest National Laboratory.
  • Sego L.H., A.E. Holmes, L.J. Gosink, B.M. Webb-Robertson, H.W. Kreuzer, R.M. Anderson, and A.J. Brothers, et al. 2013. "Assessing the Quality of Bioforensic Signatures." In IEEE International Conference on Intelligence and Security Informatics (ISI 2013), June 4-7, 2013, Seattle, Washington, edited by K Glass, et al, 346-351. Piscataway, New Jersey:IEEE. PNNL-SA-95423. doi:10.1109/ISI.2013.6578856
  • Watkins D.M., L.H. Sego, A.E. Holmes, B.M. Webb-Robertson, A.M. White, D.S. Wunschel, and H.W. Kreuzer, et al. 2013. "Assessing Performance and Tradeoffs of Bioforensic Signature Systems." In IEEE International Conference on Technologies for Homeland Security (HST 2013), November 12-14, 2013, Waltham, Massachusetts, 304-309. Piscataway, New Jersey:IEEE. PNNL-SA-96498. doi:10.1109/THS.2013.6699019
  • Webb-Robertson B.M., C.D. Corley, L.A. McCue, K.L. Wahl, and H.W. Kreuzer. 2013. "Fusion of Laboratory and Textual Data for Investigative Bioforensics." Forensic Science International 226, no. 1-3:118-24. PNNL-SA-88567. doi:10.1016/j.forsciint.2012.12.016

2012

  • Corley C.D., M.J. Lancaster, R.T. Brigantic, B.M. Kunkel, G. Muller, and T.K. McKenzie. 2012. "Outside the Continental United States International Travel and Contagion Impact Quick Look Tool." In HealthGIS '12 Proceedings of the First ACM SIGSPATIAL International Workshop on Use of GIS in Public Health, November 6-9, 2012, Redondo Beach, California, 81-86. New York, New York:Association of Computing Machinery. PNNL-SA-90188. doi:10.1145/2452516.2452533
  • Corley C.D., M.J. Lancaster, R.T. Brigantic, J.S. Chung, R.A. Walters, R. Arthur, and C.J. Bruckner-Lea, et al. 2012. "Assessing the Continuum of Event-Based Biosurveillance Through an Operational Lens." Biosecurity and Bioterrorism: Biodefense Strategy, Practice and Science 10, no. 1:131-141. PNNL-SA-77400. doi:10.1089/bsp.2011.0096
  • Corley C.D., R.M. Farber, and W. Reynolds. 2012. "Thought Leaders during Crises in Massive Social Networks." Statistical Analysis and Data Mining 5, no. 3:205-217. PNNL-SA-75060. doi:10.1002/sam.11147
  • Kreyling S.J., L.S. Williams, Z.N. Gastelum, K.M. Whattam, C.D. Corley, N.O. Cramer, and S.J. Rose, et al. 2012. "Use of Social Media to Target Information-Driven Arms Control and Nonproliferation Verification." In 53rd Annual Meeting of the Institute of Nuclear Materials Management 2012 (INMM 53), July 15-19, 2012, Orlando, Florida, 4, 2361-2370. Deerfield, Illinois:Institute of Nuclear Materials Management. PNNL-SA-88452.
  • McDermott J.E., D.L. Diamond, C.D. Corley, A. Rasmussen, M.G. Katze, and K.M. Waters. 2012. "Topological Analysis of Protein Co-Abundance Networks Identifies Novel Host Targets Important for HCV Infection and Pathogenesis." BMC Systems Biology 6, no. 1:28. PNWD-SA-9359. doi:10.1186/1752-0509-6-28

2011

  • Corley C.D., R. Mihalcea, A.R. Mikler, and A.P. Sanfilippo. 2011. "Predicting Individual Affect of Health Interventions to Reduce HPV Prevalence." In Software Tools and Algorithms for Biological Systems: Advances in Experimental Medicine and Biology, edited by HRR Arabnia and Q-N Tran. 181-190. New York:Springer. PNNL-SA-69222.
  • Maciejewski R., P. Livengood, S. Rudolph, T. Collins, D. Ebert, R.T. Brigantic, and C.D. Corley, et al. 2011. "A Pandemic Influenza Modeling and Visualization Tool." Journal of Visual Languages & Computing 22, no. 4:268-278. PNNL-SA-70967. doi:10.1016/j.jvlc.2011.04.002
  • McGrath L.R., K.O. Domico, C.D. Corley, and B.M. Webb-Robertson. 2011. "Complex Biological Event Extraction from Full Text using Signatures of Linguistic and Semantic Features." In The 49th Annual Meeting of the Association for Computational Linguistics: Human Language Technologies: Proceedings of BioNLP Shared Task 2011Workshop, June 24th, Portland, Oregon, 130-137. Stroudsburg, Pennsylvania:Association for Computational Linguistics. PNNL-SA-79051.

2010

  • Brigantic R.T., D.S. Ebert, C.D. Corley, R. Maciejewski, G. Muller, and A.E. Taylor. 2010. "Development of a Quick Look Pandemic Influenza Modeling and Visualization Tool." In Proceedings of the 7th International Conference on Information Systems for Crisis Response and Management (ISCRAM 2010), May 2-5, 2010 Seattle, Washington. Brussels:ISCRAM Community. PNNL-SA-70727.
  • Corley C.D., D. Cook, A.R. Mikler, and K.P. Singh. 2010. "Text and Structural Data Mining of Influenza Mentions in Web and Social Media." International Journal of Environmental Research and Public Health 7, no. 2:596-615. PNNL-SA-69450. doi:10.3390/ijerph7020596
  • Corley C.D., D. Cook, A.R. Mikler, and K.P. Singh. 2010. "Using Web and Social Media for Influenza Surveillance." In Advances in Computational Biology. 559-564. New York:Springer. PNNL-SA-69221.
  • Ediger D., D. Ediger, K. Jiang, E.J. Riedy, D.A. Bader, D.A. Bader, and C.D. Corley, et al. 2010. "Massive Social Network Analysis: Mining Twitter for Social Good." In 39th International Conference on Parallel Processing (ICPP 2010), September 13-16, 2010, San Diego, California, 583-893. Los Alamitos, California:IEEE Computer Society. PNNL-SA-71335. doi:10.1109/ICPP.2010.66
  • Kamel Boulos M., A.P. Sanfilippo, C.D. Corley, and S. Wheeler. 2010. "Social Web mining and exploitation for serious applications: Technosocial Predictive Analytics and related technologies for public health, environmental and national security surveillance." Computer Methods and Programs in Biomedicine 100, no. 1:16-23. PNNL-SA-68949. doi:10.1016/j.cmpb.2010.02.007
  • Reynolds W., M.S. Weber, R.M. Farber, C.D. Corley, A.J. Cowell, and M.L. Gregory. 2010. "Social Media and Social Reality - Theory, Evidence and Validation." In IEEE International Conference on Intelligence and Security Informatics (ISI 2010), May 23-26, 2010, Vancouver, BC, Canada, 221-226. Piscataway, New Jersey:IEEE. PNNL-SA-71829. doi:10.1109/ISI.2010.5484733

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