Laura L. Pullum

According to our database, Laura L. Pullum authored at least 34 papers between 2004 and 2022.

Collaborative distances:

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

2022

Review of Metrics to Measure the Stability, Robustness and Resilience of Reinforcement Learning.

Laura L. Pullum

CoRR, 2022

ExplainIt!: A Tool for Computing Robust Attributions of DNNs.

Sumit Kumar Jha, Alvaro Velasquez, Rickard Ewetz, Laura Pullum, Susmit Jha

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

A Systematic Review of Healthcare Information Technology Anomaly Classification.

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

Proceedings of the 10th IEEE International Conference on Healthcare Informatics, 2022

Use of Event-Time Embeddings via RNN to Discern Novel Event Sequences in EHRs.

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

Proceedings of the 10th IEEE International Conference on Healthcare Informatics, 2022

2021

A new methodological framework for hazard detection models in health information technology systems.

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

J. Biomed. Informatics, 2021

Evolution of the IEEE P7009 Standard: Towards Fail-Safe Design of Autonomous Systems.

Marie Farrell, Matt Luckcuck, Laura Pullum, Michael Fisher, Ali Hessami, Danit Gal, Zvikomborero Murahwi, Ken R. Wallace

Proceedings of the IEEE International Symposium on Software Reliability Engineering, 2021

2020

Attacking NIST biometric image software using nonlinear optimization.

Sunny Raj, Jodh S. Pannu, Steven Lawrence Fernandes, Arvind Ramanathan, Laura L. Pullum, Sumit Kumar Jha

Pattern Recognit. Lett., 2020

An Extension of Fano's Inequality for Characterizing Model Susceptibility to Membership Inference Attacks.

Sumit Kumar Jha, Susmit Jha, Rickard Ewetz, Sunny Raj, Alvaro Velasquez, Laura L. Pullum, Ananthram Swami

CoRR, 2020

Automated detection of pitting and stress corrosion cracks in used nuclear fuel dry storage canisters using residual neural networks.

Theodore Papamarkou, Hayley Guy, Bryce Kroencke, Jordan Miller, Preston Robinette, Daniel Schultz, Jacob D. Hinkle, Laura Pullum, Catherine D. Schuman, Jeremy Renshaw, Stylianos Chatzidakis

CoRR, 2020

Adaptive Anomaly Detection for Dynamic Clinical Event Sequences.

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

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

2019

Workshop Summary: 2019 IEEE / ACM Fourth International Workshop on Metamorphic Testing (MET 2019).

Xiaoyuan Xie, Pak-Lok Poon, Laura L. Pullum

ACM SIGSOFT Softw. Eng. Notes, 2019

Data-driven efficient network and surveillance-based immunization.

Yao Zhang, Arvind Ramanathan, Anil Vullikanti, Laura Pullum, B. Aditya Prakash

Knowl. Inf. Syst., 2019

On the Susceptibility of Deep Neural Networks to Natural Perturbations.

Mesut Ozdag, Sunny Raj, Steven Lawrence Fernandes, Alvaro Velasquez, Laura Pullum, Sumit Kumar Jha

Proceedings of the Workshop on Artificial Intelligence Safety 2019 co-located with the 28th International Joint Conference on Artificial Intelligence, 2019

Topic Modeling to Discern Irregular Order Patterns in Unlabeled Electronic Health Records.

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

Proceedings of the 2019 IEEE EMBS International Conference on Biomedical & Health Informatics, 2019

2017

MET 2017 Workshop Summary.

Laura L. Pullum, Dave Towey, Upulee Kanewala, Chang-Ai Sun, Márcio Eduardo Delamaro

Proceedings of the 2nd IEEE/ACM International Workshop on Metamorphic Testing, 2017

Data-Driven Immunization.

Yao Zhang, Arvind Ramanathan, Anil Vullikanti, Laura L. Pullum, B. Aditya Prakash

Proceedings of the 2017 IEEE International Conference on Data Mining, 2017

Adversarial attacks on computer vision algorithms using natural perturbations.

Arvind Ramanathan, Laura L. Pullum, Zubir Husein, Sunny Raj, Neslisah Torosdagli, Sumanta N. Pattanaik, Sumit Kumar Jha

Proceedings of the Tenth International Conference on Contemporary Computing, 2017

<i>SATYA</i> : Defending Against Adversarial Attacks Using Statistical Hypothesis Testing.

Sunny Raj, Laura Pullum, Arvind Ramanathan, Sumit Kumar Jha

Proceedings of the Foundations and Practice of Security - 10th International Symposium, 2017

Testing autonomous cyber-physical systems using fuzzing features from convolutional neural networks: work-in-progress.

Sunny Raj, Sumit Kumar Jha, Arvind Ramanathan, Laura L. Pullum

Proceedings of the Thirteenth ACM International Conference on Embedded Software 2017 Companion, 2017

2016

Analyzing the impact of modeling choices and assumptions in compartmental epidemiological models.

Özgür Özmen, James J. Nutaro, Laura L. Pullum, Arvind Ramanathan

Simul., 2016

Integrating symbolic and statistical methods for testing intelligent systems: Applications to machine learning and computer vision.

Arvind Ramanathan, Laura L. Pullum, Faraz Hussain, Dwaipayan Chakrabarty, Sumit Kumar Jha

Proceedings of the 2016 Design, Automation & Test in Europe Conference & Exhibition, 2016

2015

ORBiT: Oak Ridge biosurveillance toolkit for public health dynamics.

Arvind Ramanathan, Laura L. Pullum, Tanner C. Hobson, Chad A. Steed, Shannon P. Quinn, Chakra S. Chennubhotla, Silvia Valkova

BMC Bioinform., December, 2015

Sequential pattern mining of electronic healthcare reimbursement claims: Experiences and challenges in uncovering how patients are treated by physicians.

Kunal Malhotra, Tanner C. Hobson, Silvia Valkova, Laura L. Pullum, Arvind Ramanathan

Proceedings of the 2015 IEEE International Conference on Big Data (IEEE BigData 2015), Santa Clara, CA, USA, October 29, 2015

2014

Oak Ridge Biosurveillance Toolkit: Scalable machine learning for public health surveillance.

Laura L. Pullum, Arvind Ramanathan

Proceedings of the IEEE 4th International Conference on Computational Advances in Bio and Medical Sciences, 2014

EpiSpec: A formal specification language for parameterized agent-based models against epidemiological ground truth.

Faraz Hussain, Arvind Ramanathan, Laura L. Pullum, Sumit Kumar Jha

Proceedings of the IEEE 4th International Conference on Computational Advances in Bio and Medical Sciences, 2014

2012

Verification of Adaptive Systems.

Laura Pullum, Xiaohui Cui, Emil Vassev, Michael G. Hinchey, Christopher A. Rouff, Richard W. Buskens

Proceedings of the Infotech@Aerospace 2012, 2012

The <i>AdaptiV</i> approach to verification of adaptive systems.

Christopher A. Rouff, Richard W. Buskens, Laura Pullum, Xiaohui Cui, Mike Hinchey

Proceedings of the Fifth International C* Conference on Computer Science & Software Engineering, 2012

2011

Poster: a novel architecture for biothreat situation awareness.

Thomas S. Brettin, Laura Pullum, Daniel Quest, Xiaohui Cui, Songhua Xu, Richard Stouder

Proceedings of the Conference on High Performance Computing Networking, Storage and Analysis, 2011

Failure Analysis of a Complex Learning Framework Incorporating Multi-modal and Semi-supervised Learning.

Laura L. Pullum, Christopher T. Symons

Proceedings of the 17th IEEE Pacific Rim International Symposium on Dependable Computing, 2011

2010

Detecting Emergence in Social Networks.

Peter Haglich, Christopher A. Rouff, Laura Pullum

Proceedings of the 2010 IEEE Second International Conference on Social Computing, 2010

The Swarm Model in Open Source Software Developer Communities.

Xiaohui Cui, Justin M. Beaver, Everett Stiles, Laura Pullum, Brian A. Klump, Jim N. Treadwell, Thomas E. Potok

Proceedings of the 2010 IEEE Second International Conference on Social Computing, 2010

Architecture-level dependability analysis of a medical decision support system.

Laura L. Pullum, Christopher T. Symons, Robert M. Patton, Barbara G. Beckerman

Proceedings of the 2010 ICSE Workshop on Software Engineering in Health Care, 2010

2009

A Stigmergy Approach for Open Source Software Developer Community Simulation.

Xiaohui Cui, Justin M. Beaver, Jim N. Treadwell, Thomas E. Potok, Laura Pullum

Proceedings of the 12th IEEE International Conference on Computational Science and Engineering, 2009

2004

Developing a Data Driven Prognostic System with Limited System Information.

Laura Pullum, Marjorie Darrah, Spiro T. Skias, Kam S. Tso, Ann T. Tai

Proceedings of the 8th IEEE International Symposium on High-Assurance Systems Engineering (HASE 2004), 2004