Guohua Liang

Publication Activity (10 Years)

Years Active: 2007-2019
Publications (10 Years): 1

Top Topics

Ensemble Classification

Imbalanced Datasets

Sampling Methods

Class Distribution

Top Venues

Australasian Conference on Artificial Intelligence

Comput. Electron. Agric.

Int. J. Mach. Learn. Cybern.

Publications

Jian-Jun Wang, Zhikang Li, Xiuliang Jin, Guohua Liang, Paul C. Struik, Junfei Gu, Yong Zhou
Phenotyping flag leaf nitrogen content in rice using a three-band spectral index. Comput. Electron. Agric. 162 (2019)
Guohua Liang, Xingquan Zhu, Chengqi Zhang
The effect of varying levels of class distribution on bagging for different algorithms: An empirical study. Int. J. Mach. Learn. Cybern. 5 (1) (2014)
Guohua Liang, Anthony G. Cohn
An Effective Approach for Imbalanced Classification: Unevenly Balanced Bagging. AAAI (2013)
Guohua Liang
An Effective Method for Imbalanced Time Series Classification: Hybrid Sampling. Australasian Conference on Artificial Intelligence (2013)
Guohua Liang
An Investigation of Sensitivity on Bagging Predictors: An Empirical Approach. AAAI (2012)
Guohua Liang, Chengqi Zhang
A Comparative Study of Sampling Methods and Algorithms for Imbalanced Time Series Classification. Australasian Conference on Artificial Intelligence (2012)
Guohua Liang, Chengqi Zhang
An efficient and simple under-sampling technique for imbalanced time series classification. CIKM (2012)
Guohua Liang, Chengqi Zhang
Empirical Study of Bagging Predictors on Medical Data. AusDM (2011)
Guohua Liang, Xingquan Zhu, Chengqi Zhang
An Empirical Study of Bagging Predictors for Imbalanced Data with Different Levels of Class Distribution. Australasian Conference on Artificial Intelligence (2011)
Guohua Liang, Chengqi Zhang
An Empirical Evaluation of Bagging with Different Algorithms on Imbalanced Data. ADMA (1) (2011)
Guohua Liang, Xingquan Zhu, Chengqi Zhang
An Empirical Study of Bagging Predictors for Different Learning Algorithms. AAAI (2011)
Guoli Wang, Bin He, Peng Yong, Guohua Liang
A fuzzy-inference based neural network model and its application in real-time reservoir flood operation decision-making. FSKD (2010)
Guohua Liang, Guoli Wang, Shufeng Xi
A Multi-reservoir Flood Operating System Based on Fuzzy Messages. FSKD (3) (2009)
Guoli Wang, Guohua Liang, Shouyu Chen
A Method of Risky Multi-objective Group Decision-Making. FSKD (6) (2009)
Guoli Wang, Guohua Liang, Huicheng Zhou
A Fuzzy Compositional Inference Rule for Real-Time Dynamic Operating Reservoir Normal Elevation Based on Forecast 24h Rainfall. FSKD (3) (2009)
Yanshan Xiao, Feiqi Deng, Bo Liu, Shouqiang Liu, Dan Luo, Guohua Liang
A Learning Process Using SVMs for Multi-agents Decision Classification. Web Intelligence/IAT Workshops (2008)
Huicheng Zhou, Fangjie Cong, Guohua Liang
Water Quality Assessment Model Based on Index Subset Weights and Its Application. FSKD (4) (2007)