Publications

ChronoGAN: Supervised and Embedded Generative Adversarial Networks for Time Series Generation

An Analysis of Mpox Communication on Reddit vs Twitter During the 2022 Mpox Outbreak

ACTS: Adaptive Counterfactual Explanations for Time Series Data Using Barycenters

Shapelet-Preserving Bootstrapping For Time Series Data Augmentation

Predicting Linguistically Sophisticated Social Determinants of Health Disparities with Neural Networks: The Case of LGBTQ+ Minority Stress

Multiloss-Based Optimization for Time Series Data Augmentation

Motif Alignment for Time Series Data Augmentation

Models of Gender Dysphoria Using Social Media Data for Use in Technology-Delivered Interventions: Machine Learning and Natural Language Processing Validation Study

ML-Based Streamflow Prediction in the Upper Colorado River Basin Using Climate Variables Time Series Data

METFORC: Classification with Meta-Learning and Multimodal Stratified Time Series Forest