Laura L. Pullum

Publication Activity (10 Years)

Years Active: 2010-2022
Publications (10 Years): 10

Top Topics

Machine Learning And Computer Vision

Sequential Pattern Mining

West Nile Virus

Top Venues

Publications

Laura L. Pullum
Review of Metrics to Measure the Stability, Robustness and Resilience of Reinforcement Learning. CoRR (2022)
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 (2020)
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 (2020)
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) (2019)
Laura L. Pullum, Dave Towey, Upulee Kanewala, Chang-Ai Sun, Márcio Eduardo Delamaro
MET 2017 Workshop Summary. MET@ICSE (2017)
Yao Zhang, Arvind Ramanathan, Anil Vullikanti, Laura L. Pullum, B. Aditya Prakash
Data-Driven Immunization. ICDM (2017)
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)
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)
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) (2016)
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)
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) (2015)
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)
Laura L. Pullum, Arvind Ramanathan
Oak Ridge Biosurveillance Toolkit: Scalable machine learning for public health surveillance. ICCABS (2014)
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)
Laura L. Pullum, Christopher T. Symons
Failure Analysis of a Complex Learning Framework Incorporating Multi-modal and Semi-supervised Learning. PRDC (2011)
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)