Note:  These are a select subset of previous projects in the Department. 

Listed alphabetically by PI last name

Differential Fairness for Artificial Intelligence and Machine Learning Systems: Unbiased Decisions with Biased Data

Source:  National Institute of Standards and Technology (NIST)

PI: James Foulds    Co-PIs: Shimei Pan

Integrating Cybersecurity with Undergraduate IT Programs

Source:  National Science Foundation (NSF)

PI: Aryya Gangopadhyay    Co-PIs: Vandana Janeja, Carolyn Seaman

Accelerated Cognitive Computing Lab (ACCL)

Source:  IBM

PI: Anupam Joshi, CSEE     Co-PIs: Shimei Pan, Zhiyuan Chen, Karuna P. Joshi, Aryya Gangopadhyay

Oblivious and Secure Cloud Services

Source:  Office of Naval Research (ONR)

PI: Karuna Pande Joshi/UMBC in collaboration with USNA

Reputation Scoring for Cloud Sessions

Source:  CISCO

PI: Karuna Pande Joshi

Unstructured Data Knowledge Extraction

Source:  GE Research

PI: Karuna Pande Joshi

Flexible User Interaction Instrumentation for Ubiquitous and Immersive Computing Environments

Source:  National Science Foundation (NSF)

PI: Andrea Kleinsmith    Co-PI: Anita Komlodi, Ravi Kuber, Helena Mentis

Gestural Image Annotation Systems in Coordinated Surgical Practice

Source:  National Science Foundation (NSF)

PI: Helena Mentis