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Research Area

Artificial Intelligence

Artificial intelligence research is the quest to build machines that can reason, learn, and act intelligently – to understand and reproduce human cognition. With increasingly complex algorithms, growing computing power, and the collection of greater amounts of data, society is on the verge of a fundamental transformation.

AI is already ubiquitous. It is used to recommend what you should buy online, to understand what you say to virtual assistants, to recognize who is standing next to you in a snapshot, to warn you when you are the target of phishing, and to detect when you are the victim of credit card fraud. The application of AI is spreading to more aspects of our everyday lives. AI will drive economic growth, boost innovation and tackle issues of global significance from healthcare delivery to food security to public safety.

Faculty


  • Research Interests:
    • Biomechanics
    • adaptive tensegrity
  • Research Interests:
    • Computer networking
    • Mobile computing
    • Complex networks
    • Applied machine learning
  • Research Interests:
    • Algorithms
    • Network Management and Optimization
    • Healthcare Resource Management
  • Research Interests:
    • Data Mining
    • Machine Learning
    • Security
  • Research Interests:
    • machine learning
    • biomedical computing
    • bioinformatics
  • Research Interests:
    • computer assisted surgery, interventions
  • Research Interests:
    • Artificial intelligence
    • Machine Learning (reinforcement learning and deep learning)
    • Autonomous Vehicles
    • Robotics
  • Research Interests:
    • evolutionary computing
    • machine learning
    • artificial intelligence
    • complex networks
    • bioinformatics
  • Research Interests:
    • Machine Learning in Computer Assisted Diagnosis and Interventions
    • Image-Guided Interventions
    • Ultrasound Imaging
    • Medical Image Computing
    • Computational Biology
    • Bioinformatics
    • Systems Biology
  • Research Interests:
    • Artificial Intelligence
    • Automated Planning
    • Model Understanding, Learning, and Acquisition
    • Goal-Oriented Dialogue Systems
  • Research Interests:
    • Machine learning
    • Medical image analysis
    • Computer aided surgery
  • Research Interests:
    • bias and explanation in machine learning
    • computational psychiatry
    • embodied intelligence
    • community-led design
  • Research Interests:
    • Software engineering
    • Applied machine learning
    • Recommender systems
    • Deep learning
    • Mining software repositories
  • Research Interests:
    • Big and Streaming Data Management and Analytics
    • Artificial Intelligence
    • Deep Learning and Decision Support Systems (DSS)
    • Cognitive Computing
    • Knowledge Management Systems
    • Cloud and Services Computing
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