Projects by Area

Areas:

forecasting

Forecasting

network_science2

Network Science

visual_analytics_blue2

Visual Analytics

computer_vision

Computer Vision

 health_informatics

Health Informatics

 neuroscience2

Neuroscience
natural_language_processing

Natural Language Processing

 intelligence_analysis2

Intelligence Analysis

 sustainability2

Sustainability
graphical_models2

Probabilistic Graphical Models

 urban_computing2

Urban Computing

 social_media_analytics2

Social Media Analytics

Forecasting Back to top

Data-driven Stratification and Prognosis for Traumatic Brain Injury
Research Areas:
  • iconForecasting
  • iconHealth Informatics
Dates: September 15, 2018 – August 31, 2022
Sponsors:
  • National Science Foundation
Computational Methods for Promoting and Predicting Project Campaigns in Crowdfunding Environments EAGER: An Integrated Predictive Modeling Framework for Crowdfunding Environments
Research Areas:
  • iconForecasting
Dates: August 15, 2016 – July 31, 2018
Sponsors:
  • National Science Foundation
Rehospitalization Analytics: Modeling and Reducing the Risks of Rehospitalization This project provides a comprehensive and accurate assessment of risk of rehospitalization and has the potential to direct more aggressive treatments towards specific high-risk patients.
Research Areas:
  • iconForecasting
  • iconHealth Informatics
Dates: August 15, 2016 – July 31, 2018
Sponsors:
  • National Science Foundation
Event Detection and Analysis in Longitudinal Data New Machine Learning Approaches for Modeling Time-to-Event Data
Research Areas:
  • iconForecasting
Dates: September 1, 2015 – August 31, 2018
Sponsors:
  • National Science Foundation
Summarizing Beliefs of Intelligent Systems via Diverse Predictions Summarizing Beliefs of Intelligent Systems via Diverse Predictions proposes theories and algorithms that convey the beliefs of intelligent systems.
Research Areas:
  • iconForecasting
Dates: January 2, 2012 – Present
EMBERS EMBERS is a system for forecasting societal significant societal events from open source surrogates.
Research Areas:
  • iconForecasting
  • iconNetwork Science
Dates: August 1, 2012 – July 4, 2016

Health Informatics Back to top

Data-driven Stratification and Prognosis for Traumatic Brain Injury
Research Areas:
  • iconForecasting
  • iconHealth Informatics
Dates: September 15, 2018 – August 31, 2022
Sponsors:
  • National Science Foundation
Rehospitalization Analytics: Modeling and Reducing the Risks of Rehospitalization This project provides a comprehensive and accurate assessment of risk of rehospitalization and has the potential to direct more aggressive treatments towards specific high-risk patients.
Research Areas:
  • iconForecasting
  • iconHealth Informatics
Dates: August 15, 2016 – July 31, 2018
Sponsors:
  • National Science Foundation

Natural Language Processing Back to top

Robust Intelligence Representation Learning and Adaptation using Unlabeled Videos
Research Areas:
  • iconNatural Language Processing
Dates: June 1, 2018 – May 31, 2020
Sponsors:
  • National Science Foundation

Network Science Back to top

Info Integration & Informatics Bridging the Data-Model Gap -- Leveraging Surveillance for Propagation Mining over Networks
Research Areas:
  • iconNetwork Science
Dates: July 1, 2018 – June 30, 2023
Sponsors:
  • National Science Foundation
Scalable Learning of Complex Structured Models Scalable Learning of Complex Structured Models develops new algorithms and theoretical analysis on different domains.
Research Areas:
  • iconNetwork Science
Dates: December 1, 2014 – Present
Semi-Supervised Learning of Cyberbullying and Harassment Patterns in Social Media Semi-Supervised Learning of Cyberbullying and Harassment Patterns in Social Media develops algorithms that identify detrimental online social behaviors.
Research Areas:
  • iconNetwork Science
Dates: June 1, 2015 – Present
EMBERS EMBERS is a system for forecasting societal significant societal events from open source surrogates.
Research Areas:
  • iconForecasting
  • iconNetwork Science
Dates: August 1, 2012 – July 4, 2016

Social Media Analytics Back to top

Cyber-Human Systems Empirical and Design Investigations to Address Misleading Online News in Social Media
Research Areas:
Dates: March 15, 2018 – February 29, 2020
Sponsors:
  • National Science Foundation
Semi-Supervised Learning of Cyberbullying and Harassment Patterns in Social Media Semi-Supervised Learning of Cyberbullying and Harassment Patterns in Social Media develops algorithms that identify detrimental online social behaviors.
Research Areas:
  • iconNetwork Science
Dates: June 1, 2015 – Present

Visual Analytics Back to top

Be the Data
Research Areas:
  • iconVisual Analytics
Dates: August 4, 2014 – Present
Sponsors:
  • State Council of Higher Education for Virginia
Visual Question Answering (VQA) Visual Question Answering is a new dataset containing open-ended questions about images.
Research Areas:
  • iconVisual Analytics
Dates: January 5, 2015 – Present
Sponsors:
  • National Science Foundation
  • Office of Naval Research
  • Army Research Laboratory
  • Army Research Office
  • Google
  • Amazon Web Services
Visual to Parametric Interaction (V2PI) Visual to Parametric Interaction (V2PI) is a non-probabilistic version of BaVA.
Research Areas:
  • iconVisual Analytics
Dates: September 15, 2009 – April 3, 2017