Ye Zhu

Isolation‐based anomaly detection using nearest‐neighbor ensembles

Tharindu Bandaragoda, Kai Ming Ting, David Albrecht et al. · Computational Intelligence · 2018 · 151 citations

Local Anomalies, Anomaly Detection, Machine Learning +13

Density-ratio based clustering for discovering clusters with varying densities

Ye Zhu, Kai Ming Ting, Mark Carman · Pattern Recognition · 2016 · 136 citations

Document Clustering, Engineering, Data Science +4

Data-Driven Natural Gas Spot Price Forecasting with Least Squares Regression Boosting Algorithm

Moting Su, Zongyi Zhang, Ye Zhu et al. · Energies · 2019 · 77 citations · Full text

Forecasting Methodology, Engineering, Data Science +8

Data Driven Natural Gas Spot Price Prediction Models Using Machine Learning Methods

Moting Su, Zongyi Zhang, Ye Zhu et al. · Energies · 2019 · 64 citations · Full text

Forecasting Methodology, Natural Gas Price, Engineering +14

Overcoming Key Weaknesses of Distance-based Neighbourhood Methods using a Data Dependent Dissimilarity Measure

Kai Ming Ting, Ye Zhu, Mark Carman et al. · 2016 · 62 citations

Cluster Computing, Anomaly Detection, Machine Learning +17