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Peter Foytik
Pete Foytik
August 27, 2021
Eranga Herath
Eranga Herath
August 30, 2021
Priyanka Aggarwal
Priyanka Aggarwal

Priyanka Aggarwal


Linkedin: https://www.linkedin.com/in/DrPriyankaAggarwal/
Github: https://github.com/DrPriyankaAggarwal/
Google Scholar: https://scholar.google.com/citations?user=X9RSUWkAAAAJ&hl=en

Dr. Priyanka Aggarwal is working as a senior project scientist at Virginia Modeling, Analysis and Simulation Center (VMASC) at Old Dominion University. She holds an adjunct faculty position at University of Dayton, Ohio. She has over 12+ years of industry and academic experience in building successful algorithms and predictive models of complex problems. • Her expertise include handling massive quantity of disparate, conflicting data and designing robust machine learning solutions. Dr. Aggarwal has developed innovative sensor fusion algorithms based on bayesian theory, artificial neural networks, knowledge based neural networks, support vector machines, Dempster-Shafer theory, clustering based particle filter, deep learning networks etc. She has hands-on experience in statistics, probability, data mining and visualization techniques. Her current work includes targeted transfer learning, federated machine learning, strategies for object classification in images, malware detection in networks and developing context-aware wearable devices. • Dr. Aggarwal has led and been part of multiple teams delivering technology-based solutions for several defense projects sponsored by Air Force, DARPA and Missile Defense Agency (MDA). She has supervised a group of M.S. and Ph.D. students and conceived several grant proposals leading to federal funding. Dr. Aggarwal has a strong record of numerous peer reviewed publications including a book on MEMS based integrated navigation.

  • Senior Project Scientist, Virginia Modeling, Analysis and Simulation Center at Old Dominion University
  • University of Calgary, Ph.D, 2009
  • University of Calgary, M.Sc., 2005
  • Kurukshetra University, B.Tech., 2000

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Analytically-based Frameworks for AI Model Verification and Improvement in Cyber-Physical Systems

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Transfer Learning Empowered AI Certification in IoBT Operational Environments

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Old Dominion University, located in the City of Norfolk in the metropolitan Hampton Roads region of coastal Virginia, is a dynamic public research institution that serves its students and enriches the Commonwealth of Virginia, the nation, and the world through rigorous academic programs, strategic partnerships, and active civic engagement.

The Virginia Modeling, Analysis, and Simulation Center (VMASC) is an enterprise center of Old Dominion University (ODU), supporting the University’s research mission through innovation, workforce development, and industry ecosystem engagement programs that create and integrate digital technologies into everyday practice.

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