Note: These are a select subset of current projects in the Department.
Listed chronologically starting with most recent.
Enabling Interdisciplinary Collaboration: Improving Human Discernment of Audio Deepfakes via Multi-level Information Augmentation
Source: National Science Foundation (NSF)
PI: Vandana Janeja Co-PIs: Christine Mallinson
HDR Institute: HARP- Harnessing Data and Model Revolution in the Polar Regions
Source: National Science Foundation (NSF)
PI: Vandana Janeja Co-PIs: Jan Lenaerts, Jianwu Wang, Shashi Shekhar, Mathieu Morlighem
Accessible Routing using Crowd-Sensed Surface Classification for Wheelchair Users
Source: National Institute on Disability, Independent Living, and Rehabilitation Research (NIDILRR)
PI: Md Osman Gani
Center for Real-time Distributed Sensing and Autonomy
Source: U.S. Army Research Laboratory
PI: Aryya Gangopadhyay CO-PI: Nirmalya Roy
CO-Is from IS: Sanjay Purushotham and Jianwu Wang
CO-Is from CSEE: Anupam Joshi, Tinoosh Mohsenin, Dmitri Perkins, and Ting Zhu
Machine Learning and Cloud based Submeso Scale Ocean Eddy Detection
Source: Earth Science Information Partners (ESIP)
PI: Jianwu Wang Co-PIs: Sanjay Purushotham
REU Site: Online Interdisciplinary Big Data Analytics in Science and Engineering
Source: National Science Foundation (NSF)
PI: Jianwu Wang Co-PIs: Matthias K. Gobbert
UMBC-UMB Grant Recipients Collaborate to Research Stress Among Care Workers
Source: University of Maryland, Baltimore, Institute for Clinical & Translational Research
PI: Karen Chen
CAREER: Fair Artificial Intelligence for Intelligent Humans: Removing the Barriers to Deployment of Fair AI Technologies
Source: National Science Foundation (NSF)
PI: James Foulds
REU Site: Research Experiences for Undergraduates in Smart Computing and Communications
Source: National Science Foundation (NSF)
PI: Nirmalya Roy
Developing Passive Satellite Cloud Remote Sensing Algorithms Using Collocated Observations, Numerical Simulation and Deep Learning
Source: National Aeronautics and Space Administration (NASA)
PI: Jianwu Wang
Co-PIs: Zhibo Zhang (Physics), Sanjay Purushotham (IS), Chenxi Wang (JCET and NASA GSFC), Kerry Meyer (NASA GSFC)
Understanding the Role of Informal STEM Educators in Creating Maker-based and Community-Centered Technology and Computer Science Learning Hubs for Urban Youth
Source: National Science Foundation (NSF)
PI: Foad Hamidi
Telemedicine at Scale: Expanding the Healthcare Workforce and Healthcare Access
Source: National Science Foundation (NSF)
PI: Helena Mentis Co-PIs: Anita Komlodi, Andrea Kleinsmith and Christine Yee
Collaborative: Enabling Regulatory Compliance for Software Engineering
Source: National Science Foundation (NSF)
Co-PIs: Carolyn Seaman, Sreedevi Sampath
Deep Learning Models for Early Screening of COVID-19 using CT Images
Source: National Science Foundation (NSF)
PI: Aryya Gangopadhyay
Responding to COVID-19 using High-speed Mesh Wireless Community Internet
Source: National Science Foundation (NSF)
PI: Foad Hamidi
Influences of the Coronavirus (COVID-19) Outbreak on Racial Discrimination, Identity Development and Socialization
Source: National Science Foundation (NSF)
Co-PI: Shimei Pan
CAREER: Big Data Climate Causality Analytics
Source: National Science Foundation (NSF)
PI: Jianwu Wang
Novel Data-Driven Methods to Analyze Heterogeneous Healthcare Data
Source: National Science Foundation (NSF)
PI: Sanjay Purushotham
MITIGATE: A System for Privacy Management Using Condensation-Based Differential Privacy
Source: TEDCO (Maryland Technology Development Corporation)
PI: Zhiyuan Chen Co-PI: George Karabatis
Collaborative Research: Creating and Integrating Data Science Corps to Improve the Quality of Life in Urban Areas
Source: National Science Foundation (NSF)
PI: Aryya Gangopadhyay Co-PIs: Sanjay Purushotham
UC Berkeley: Undergraduate Data Science Education at Scale
Source: National Science Foundation (NSF)
PI: Vandana Janeja
Fairness for the Allocation of Healthcare Resources
Source: National Science Foundation (NSF)
PI: James Foulds Co-PIs: Shimei Pan, Ian Stockwell
A Little Uncertainty is Good for Everyone: Bayesian Models for Fairness, and Fairness for Bayesian Models
Source: National Science Foundation (NSF)
PI: James Foulds
A Peer-led Team Learning Framework for Ethics in Computing
Source: Mozilla Foundation
PI: Helena Mentis Co-PIs: Carolyn Seaman, Anupam Joshi, CSEE, and Maria Sanchez
Ethical Considerations in Data Science Curricula
Source: Hrabowski Fund- UMBC Innovation Fellow
PI: Vandana Janeja
iConference 2019 Doctoral Colloquium
Source: National Science Foundation (NSF)
PI: Anita Komlodi
University Mobility Challenge: Designing Wayfinding Technologies that Blind and Older Individuals Can Trust
Source: Toyota
PI: Ravi Kuber
Automated Legal Document Analytics (ALDA)
Source: National Science Foundation (NSF)/Department of Defense (DoD) via CARTA
PI: Karuna Pande Joshi
Watch a video about this project.
Stress Reflection Systems in Medical Team Training
Source: National Science Foundation (NSF)
PI: Andrea Kleinsmith, Co-PI: Helena Mentis, Jennifer Jenkins-Levy
Optically Networked Semiconductor Spin
Optically Networked Semiconductor SpinSource: Office of Naval Research (ONR)
PI: Nirmalya Roy
Attribute Based Encryption (ABE) Approaches to Manage Cloud Data Access
Source: Office of Naval Research (ONR)
PI: Karuna Pande Joshi
Secure and Flexible Information Sharing in Coalition Environments
Source: Office of Naval Research (ONR)
PI: Zhiyuan Chen
Secure and Flexible Information Sharing in Coalition Environments
Source: Office of Naval Research (ONR)
Co-PI: Karuna Pande Joshi
CAREER: Scalable and Adaptable Cross-Domain Autonomous Health Assessment
Source: National Science Foundation (NSF)
PI: Nirmalya Roy
Negotiating Cyber Systems Access for Older Adults with Mild Neurocognitive Disorder
Source: National Science Foundation (NSF)
PI: Helena Mentis
Functional and Cognitive Health Assessment of Older Adults with Dementia
Source: Alzheimer’s Association
PI: Nirmalya Roy Co-PI: Aryya Gangopadhyay
Distributed Data Analytics for Real-Time Monitoring and Detection of Flash Floods in Smart City
Source: National Science Foundation (NSF)
PI: Nirmalya Roy Co-PI: Aryya Gangopadhyay
View a video about the project.
Making Opportunities for Baltimore Inner City Youth in a 3D Print Shop
Source: National Science Foundation (NSF)
PI: Foad Hamidi
Collaborative Image Manipulation and Annotation in Surgical Telemedicine
Source: National Science Foundation (NSF)
PI: Helena Mentis
Low-cost Continuous Virtual Energy Audits in Cyber-Physical Building Envelope
Source: National Science Foundation (NSF)
PI: Nirmalya Roy Co-PI: Ryan Robucci and Nilanjan Banerjee
Integrating Cybersecurity with Undergraduate IT Programs
Source: National Science Foundation (NSF)
PI: Aryya Gangopadhyay Co-PIs: Vandana Janeja, Carolyn Seaman