Note: This is the 2023–2024 eCalendar. Update the year in your browser's URL bar for the most recent version of this page, or .
Visit Minerva > Student > Registration > Class Schedule for course dates & times.
Overview
Civil Engineering : Introduction to spatiotemporal sensing data and general research questions (imputation, forecasting, kriging, classification, regression, anomaly detection). Overview of traditional models and techniques in modeling temporal processes, spatial processes, and spatiotemporal processes. Introduction of state-of-the-art methods for large-scale data sets, including low-rank tensor learning, spectral methods, Gaussian process regression, graph signal processing, and deep neural networks.
Terms: Fall 2023
Instructors: Sun, Lijun (Fall)
Prerequisite: Permission of the instructor.
