Haixiang Guo

Learning from class-imbalanced data: Review of methods and applications

Haixiang Guo, Yijing Li, Jennifer Shang et al. · Expert Systems with Applications · 2016 · 2.2K citations

Data Classification, Engineering, Machine Learning +8

Multi-step ahead electricity price forecasting using a hybrid model based on two-layer decomposition technique and BP neural network optimized by firefly algorithm

Deyun Wang, Hongyuan Luo, Olivier Grunder et al. · Applied Energy · 2017 · 299 citations

Two-layer Decomposition Technique, Electrical Engineering, Forecasting Methodology +13

Carbon emission coefficient measurement of the coal-to-power energy chain in China

Shiwei Yu, Yi‐Ming Wei, Haixiang Guo et al. · Applied Energy · 2013 · 210 citations

Electrical Engineering, Clean Coal Technology, Engineering +6

Regional analysis of the green development level differences in Chinese mineral resource-based cities

Yuying Yang, Haixiang Guo, Linfei Chen et al. · Resources Policy · 2019 · 186 citations

Urban Land Use, Urban Geography, Sustainable Cities +13

BPSO-Adaboost-KNN ensemble learning algorithm for multi-class imbalanced data classification

Haixiang Guo, Yijing Li, Yanan Li et al. · Engineering Applications of Artificial Intelligence · 2015 · 180 citations

Data Classification, Engineering, Machine Learning +10