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ORCIDLaura L. Pullum
Person information
- affiliation: The POM Group, LLC
- affiliation (former): Oak Ridge National Laboratory, TN, USA
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Journal Articles
- 2021
[j6]Olufemi A. Omitaomu
, Hilda B. Klasky, Mohammed M. Olama, Özgür Özmen, Laura Pullum, Addi Thakur Malviya, P. Teja Kuruganti, Jeanie M. Scott, Angela Laurio, Frank Drews, Brian C. Sauer, Merry Ward, Jonathan R. Nebeker:
A new methodological framework for hazard detection models in health information technology systems. J. Biomed. Informatics 124: 103937 (2021)- 2020
- [j5]Sunny Raj, Jodh S. Pannu, Steven Lawrence Fernandes, Arvind Ramanathan, Laura L. Pullum, Sumit Kumar Jha:
Attacking NIST biometric image software using nonlinear optimization. Pattern Recognit. Lett. 131: 79-84 (2020) - 2019
- [j4]Yao Zhang, Arvind Ramanathan, Anil Vullikanti, Laura Pullum, B. Aditya Prakash:
Data-driven efficient network and surveillance-based immunization. Knowl. Inf. Syst. 61(3): 1667-1693 (2019) - [j3]Xiaoyuan Xie, Pak-Lok Poon, Laura L. Pullum:
Workshop Summary: 2019 IEEE / ACM Fourth International Workshop on Metamorphic Testing (MET 2019). ACM SIGSOFT Softw. Eng. Notes 44(3): 56-59 (2019) - 2016
- [j2]Özgür Özmen, James J. Nutaro, Laura L. Pullum, Arvind Ramanathan:
Analyzing the impact of modeling choices and assumptions in compartmental epidemiological models. Simul. 92(5): 459-472 (2016) - 2015
- [j1]Arvind Ramanathan, Laura L. Pullum, Tanner C. Hobson, Chad A. Steed, Shannon P. Quinn, Chakra S. Chennubhotla, Silvia Valkova:
ORBiT: Oak Ridge biosurveillance toolkit for public health dynamics. BMC Bioinform. 16(S17): S4 (2015)
Conference and Workshop Papers
- 2022
- [c25]Laura Pullum, Olufemi A. Omitaomu, Mohammed M. Olama, Addi Thakur Malviya, Ozgur Ozmer, Hilda B. Klasky, P. Teja Kuruganti, Merry Ward, Jeanie M. Scott, Angela Laurio, Brian C. Sauer, Frank Drews, Jonathan R. Nebeker:
A Systematic Review of Healthcare Information Technology Anomaly Classification. ICHI 2022: 393-400 - [c24]Özgür Özmen, Hilda B. Klasky, Olufemi A. Omitaomu, Mohammed M. Olama, P. Teja Kuruganti, Laura Pullum, Addi Thakur Malviya, Merry Ward, Jeanie M. Scott, Angela Laurio, Brian C. Sauer, Frank Drews, Jonathan R. Nebeker:
Use of Event-Time Embeddings via RNN to Discern Novel Event Sequences in EHRs. ICHI 2022: 639-643 - [c23]Sumit Kumar Jha, Alvaro Velasquez, Rickard Ewetz, Laura Pullum, Susmit Jha:
ExplainIt!: A Tool for Computing Robust Attributions of DNNs. IJCAI 2022: 5916-5919 - 2021
- [c22]Marie Farrell, Matt Luckcuck, Laura Pullum, Michael Fisher, Ali Hessami, Danit Gal, Zvikomborero Murahwi, Ken R. Wallace:
Evolution of the IEEE P7009 Standard: Towards Fail-Safe Design of Autonomous Systems. ISSRE Workshops 2021: 401-406 - 2020
- [c21]Haoran Niu, Olufemi A. Omitaomu, Qing C. Cao, Mohammed M. Olama, Özgür Özmen, Hilda B. Klasky, Laura Pullum, Addi Thakur Malviya, P. Teja Kuruganti, Jeanie M. Scott, Angela Laurio, Frank Drews, Brian C. Sauer, Merry Ward, Jonathan R. Nebeker:
Adaptive Anomaly Detection for Dynamic Clinical Event Sequences. IEEE BigData 2020: 4919-4928 - 2019
- [c20]Özgür Özmen, Hilda B. Klasky, Olufemi A. Omitaomu, Mohammed M. Olama, P. Teja Kuruganti, Laura Pullum, Merry Ward, Jeanie M. Scott, Angela Laurio, Jonathan R. Nebeker:
Topic Modeling to Discern Irregular Order Patterns in Unlabeled Electronic Health Records. BHI 2019: 1-4 - [c19]Mesut Ozdag, Sunny Raj, Steven Lawrence Fernandes, Alvaro Velasquez, Laura Pullum, Sumit Kumar Jha:
On the Susceptibility of Deep Neural Networks to Natural Perturbations. AISafety@IJCAI 2019 - 2017
- [c18]Sunny Raj, Sumit Kumar Jha, Arvind Ramanathan, Laura L. Pullum:
Testing autonomous cyber-physical systems using fuzzing features from convolutional neural networks: work-in-progress. EMSOFT Companion 2017: 1:1-1:2 - [c17]Sunny Raj, Laura Pullum, Arvind Ramanathan, Sumit Kumar Jha:
SATYA : Defending Against Adversarial Attacks Using Statistical Hypothesis Testing. FPS 2017: 277-292 - [c16]Arvind Ramanathan, Laura L. Pullum, Zubir Husein, Sunny Raj, Neslisah Torosdagli, Sumanta N. Pattanaik, Sumit Kumar Jha:
Adversarial attacks on computer vision algorithms using natural perturbations. IC3 2017: 1-6 - [c15]Yao Zhang, Arvind Ramanathan, Anil Vullikanti, Laura L. Pullum, B. Aditya Prakash:
Data-Driven Immunization. ICDM 2017: 615-624 - [c14]Laura L. Pullum, Dave Towey, Upulee Kanewala, Chang-Ai Sun, Márcio Eduardo Delamaro:
MET 2017 Workshop Summary. MET@ICSE 2017: 1 - 2016
- [c13]Arvind Ramanathan, Laura L. Pullum, Faraz Hussain, Dwaipayan Chakrabarty, Sumit Kumar Jha:
Integrating symbolic and statistical methods for testing intelligent systems: Applications to machine learning and computer vision. DATE 2016: 786-791 - 2015
- [c12]Kunal Malhotra, Tanner C. Hobson, Silvia Valkova, Laura L. Pullum, Arvind Ramanathan:
Sequential pattern mining of electronic healthcare reimbursement claims: Experiences and challenges in uncovering how patients are treated by physicians. IEEE BigData 2015: 2670-2679 - 2014
- [c11]Faraz Hussain, Arvind Ramanathan, Laura L. Pullum, Sumit Kumar Jha:
EpiSpec: A formal specification language for parameterized agent-based models against epidemiological ground truth. ICCABS 2014: 1-6 - [c10]Laura L. Pullum, Arvind Ramanathan:
Oak Ridge Biosurveillance Toolkit: Scalable machine learning for public health surveillance. ICCABS 2014: 1 - 2012
- [c9]Christopher A. Rouff, Richard W. Buskens, Laura Pullum, Xiaohui Cui, Mike Hinchey:
The AdaptiV approach to verification of adaptive systems. C3S2E 2012: 118-122 - [c8]Laura Pullum, Xiaohui Cui, Emil Vassev, Michael G. Hinchey, Christopher A. Rouff, Richard W. Buskens:
Verification of Adaptive Systems. Infotech@Aerospace 2012 - 2011
- [c7]Laura L. Pullum, Christopher T. Symons:
Failure Analysis of a Complex Learning Framework Incorporating Multi-modal and Semi-supervised Learning. PRDC 2011: 308-313 - [c6]Thomas S. Brettin, Laura Pullum, Daniel Quest, Xiaohui Cui, Songhua Xu, Richard Stouder:
Poster: a novel architecture for biothreat situation awareness. SC Companion 2011: 45-46 - 2010
- [c5]Laura L. Pullum, Christopher T. Symons, Robert M. Patton, Barbara G. Beckerman:
Architecture-level dependability analysis of a medical decision support system. SEHC@ICSE 2010: 83-88 - [c4]Xiaohui Cui, Justin M. Beaver, Everett Stiles, Laura Pullum, Brian A. Klump, Jim N. Treadwell, Thomas E. Potok:
The Swarm Model in Open Source Software Developer Communities. SocialCom/PASSAT 2010: 656-660 - [c3]Peter Haglich, Christopher A. Rouff, Laura Pullum:
Detecting Emergence in Social Networks. SocialCom/PASSAT 2010: 693-696 - 2009
- [c2]Xiaohui Cui, Justin M. Beaver, Jim N. Treadwell, Thomas E. Potok, Laura Pullum:
A Stigmergy Approach for Open Source Software Developer Community Simulation. CSE (4) 2009: 602-606 - 2004
- [c1]Laura Pullum, Marjorie Darrah, Spiro T. Skias, Kam S. Tso, Ann T. Tai:
Developing a Data Driven Prognostic System with Limited System Information. HASE 2004: 281-282
Editorship
- 2019
- [e2]Xiaoyuan Xie, Pak-Lok Poon, Laura L. Pullum:
Proceedings of the 4th International Workshop on Metamorphic Testing, MET@ICSE 2019, Montreal, QC, Canada, May 26, 2019. IEEE / ACM 2019, ISBN 978-1-7281-2235-9 [contents] - 2018
- [e1]Xiaoyuan Xie, Laura L. Pullum, Pak-Lok Poon:
3rd IEEE/ACM International Workshop on Metamorphic Testing, MET 2018, Gothenburg, Sweden, May 27, 2018. ACM 2018, ISBN 978-1-4503-5729-6 [contents]
Informal and Other Publications
- 2022
- [i3]Laura L. Pullum:
Review of Metrics to Measure the Stability, Robustness and Resilience of Reinforcement Learning. CoRR abs/2203.12048 (2022) - 2020
- [i2]Theodore Papamarkou, Hayley Guy, Bryce Kroencke, Jordan Miller, Preston Robinette, Daniel Schultz, Jacob D. Hinkle, Laura Pullum, Catherine D. Schuman, Jeremy Renshaw, Stylianos Chatzidakis:
Automated detection of pitting and stress corrosion cracks in used nuclear fuel dry storage canisters using residual neural networks. CoRR abs/2003.03241 (2020) - [i1]Sumit Kumar Jha, Susmit Jha, Rickard Ewetz, Sunny Raj, Alvaro Velasquez, Laura L. Pullum, Ananthram Swami:
An Extension of Fano's Inequality for Characterizing Model Susceptibility to Membership Inference Attacks. CoRR abs/2009.08097 (2020)
Coauthor Index
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