9 citations · 18 across the 13 of their papers we have counts for
4 papers · 1 filter
Understanding the Impact of Seasonal Climate Change on Canada's Economy by Region and by Sector
Shiyu He, Trang Bui, Yuying Huang +4
To assess the impact of climate change on the Canadian economy, we investigate the relationship between seasonal climate variables and economic growth across provinces and economic…
Navigating Uncertainty in ESG Investing
Jiayue Zhang, Ken Seng Tan, Tony S. Wirjanto +1
The widespread confusion among investors regarding Environmental, Social, and Governance (ESG) rankings assigned by rating agencies has underscored a critical issue in sustainable…
Harnessing Contrastive Learning and Neural Transformation for Time Series Anomaly Detection
Katrina Chen, Mingbin Feng, Tony S. Wirjanto
Time series anomaly detection (TSAD) plays a vital role in many industrial applications. While contrastive learning has gained momentum in the time series domain for its prowess in…
Multivariate Time Series Anomaly Detection via Dynamic Graph Forecasting
Katrina Chen, Mingbin Feng, Tony S. Wirjanto
Anomalies in univariate time series often refer to abnormal values and deviations from the temporal patterns from majority of historical observations. In multivariate time series,…