STSeq

COPD

Spatio Temporal Pattern Mining, Data Mining, AI

Spatio Temporal Frequent Pattern Mining

Machine Learning, Deep Learning, Natural Language Processing, Bioinformatics

Developing improved representation for biological sequence data

Data Mining, Machine Learning, Artificial Intelligence

NetCO

Data Mining, Adversarial Machine Learning, Deep Learning, Data Science

Using Adversarial Poisoning Attacks to Robust Deep Learning Models

Machine learning, Deep learning, Weakly Supervised Learning

NSF EarthCube

Graph Representation Learning, Graph Neural Networks

NetCO

Machine Learning, Deep Learning, Causal Inference, Time Series Analysis

Impacts on air quality

Data mining, Time Series clustering, ML Engineering, Cybersecurity

Descriptive and Predictive Deep Learning Analytical Tools for Enhanced Bridge Management

Machine Learning in Healthcare

Federated Learning for the mobile health app, EHR data clustering using variational autoencoder EHR

Machine Learning, Deep Learning, Time Series Analysis, ML engineering, Deployment, System Design/Implementation

Descriptive and Predictive Deep Learning Analytical Tools for Enhanced Bridge Management

Machine Learning, Deep Learning, Time Series Analysis, Anomaly Detection, Reinforcement Learning

Descriptive and Predictive Deep Learning Analytical Tools for Enhanced Bridge Management (Anomaly Detection), Learn2Pool: Learning Efficient Ride Sharing