Shuo Wang

ORCID

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 19

Top Venues

CoRR

IJCNN

IEEE Trans. Knowl. Data Eng.

IEEE Trans. Cybern.

University of Birmingham, UK (PHD)

Education History

University of Birmingham, UK

PHD

Publications

Ran Cheng, Hugo Jair Escalante, Wei-Wei Tu, Jan N. van Rijn, Shuo Wang, Yun Yang
Guest Editorial: AutoML for Nonstationary Data. IEEE Trans. Artif. Intell. 5 (6) (2024)
Yaoyao He, Jianhua Zhu, Shuo Wang
A Novel Neural Network-Based Multiobjective Evolution Lower Upper Bound Estimation Method for Electricity Load Interval Forecast. IEEE Trans. Syst. Man Cybern. Syst. 54 (5) (2024)
Zhaoyang Wang, Shuo Wang
Online Automated Machine Learning for Class Imbalanced Data Streams. IJCNN (2023)
Yuwei Guo, Wenhao Zhang, Licheng Jiao, Shuang Wang, Shuo Wang, Fang Liu
Transferring Modality-Aware Pedestrian Attentive Learning for Visible-Infrared Person Re-identification. CoRR (2023)
Chenguang Xiao, Shuo Wang
Triplets Oversampling for Class Imbalanced Federated Datasets. ECML/PKDD (2) (2023)
Yuwei Guo, Licheng Jiao, Rong Qu, Zhuangzhuang Sun, Shuang Wang, Shuo Wang, Fang Liu
Adaptive Fuzzy Learning Superpixel Representation for PolSAR Image Classification. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Shuo Wang, Leandro L. Minku
AUC Estimation and Concept Drift Detection for Imbalanced Data Streams with Multiple Classes. IJCNN (2020)
Shuo Wang, Leandro L. Minku, Nitesh V. Chawla, Xin Yao
Learning from data streams and class imbalance. Connect. Sci. 31 (2) (2019)
Shuo Wang, Leandro L. Minku, Nitesh V. Chawla, Xin Yao
Learning in the presence of class imbalance and concept drift. Neurocomputing 343 (2019)
Tao Chen, Rami Bahsoon, Shuo Wang, Xin Yao
To Adapt or Not to Adapt?: Technical Debt and Learning Driven Self-Adaptation for Managing Runtime Performance. ICPE (2018)
Yuwei Guo, Licheng Jiao, Shuang Wang, Shuo Wang, Fang Liu
Fuzzy Sparse Autoencoder Framework for Single Image Per Person Face Recognition. IEEE Trans. Cybern. 48 (8) (2018)
Shuo Wang, Leandro L. Minku, Xin Yao
A Systematic Study of Online Class Imbalance Learning With Concept Drift. IEEE Trans. Neural Networks Learn. Syst. 29 (10) (2018)
Yuwei Guo, Licheng Jiao, Shuang Wang, Shuo Wang, Fang Liu, Wenqiang Hua
Fuzzy Superpixels for Polarimetric SAR Images Classification. IEEE Trans. Fuzzy Syst. 26 (5) (2018)
Shuo Wang, Leandro L. Minku, Xin Yao
A Systematic Study of Online Class Imbalance Learning with Concept Drift. CoRR (2017)
Shuo Wang, Leandro L. Minku, Nitesh V. Chawla, Xin Yao
Proceedings of the IJCAI 2017 Workshop on Learning in the Presence of Class Imbalance and Concept Drift (LPCICD'17). CoRR (2017)
Yu Sun, Ke Tang, Leandro L. Minku, Shuo Wang, Xin Yao
Online Ensemble Learning of Data Streams with Gradually Evolved Classes. IEEE Trans. Knowl. Data Eng. 28 (6) (2016)
Shuo Wang, Leandro L. Minku, Xin Yao
Dealing with Multiple Classes in Online Class Imbalance Learning. IJCAI (2016)
Yuwei Guo, Licheng Jiao, Shuang Wang, Shuo Wang, Fang Liu, Kaixuan Rong, Tao Xiong
A novel dynamic rough subspace based selective ensemble. Pattern Recognit. 48 (5) (2015)
Shuo Wang, Leandro L. Minku, Xin Yao
Resampling-Based Ensemble Methods for Online Class Imbalance Learning. IEEE Trans. Knowl. Data Eng. 27 (5) (2015)
Ronghua Shang, Yuying Wang, Jia Wang, Licheng Jiao, Shuo Wang, Liping Qi
A multi-population cooperative coevolutionary algorithm for multi-objective capacitated arc routing problem. Inf. Sci. 277 (2014)
Shuo Wang, Leandro L. Minku, Xin Yao
A multi-objective ensemble method for online class imbalance learning. IJCNN (2014)
Shuo Wang, Xin Yao
Using Class Imbalance Learning for Software Defect Prediction. IEEE Trans. Reliab. 62 (2) (2013)
Shuo Wang, Xin Yao
Relationships between Diversity of Classification Ensembles and Single-Class Performance Measures. IEEE Trans. Knowl. Data Eng. 25 (1) (2013)
Shuo Wang, Leandro L. Minku, Xin Yao
A learning framework for online class imbalance learning. CIEL (2013)
Shuo Wang, Leandro L. Minku, Davide Ghezzi, Daniele Caltabiano, Peter Tiño, Xin Yao
Concept drift detection for online class imbalance learning. IJCNN (2013)
Shuo Wang, Leandro L. Minku, Xin Yao
Online Class Imbalance Learning and its Applications in Fault Detection. Int. J. Comput. Intell. Appl. 12 (4) (2013)
Shuo Wang, Xin Yao
Multiclass Imbalance Problems: Analysis and Potential Solutions. IEEE Trans. Syst. Man Cybern. Part B 42 (4) (2012)
Shuo Wang, Huanhuan Chen, Xin Yao
Negative correlation learning for classification ensembles. IJCNN (2010)
Shuo Wang, Xin Yao
The Effectiveness of a New Negative Correlation Learning Algorithm for Classification Ensembles. ICDM Workshops (2010)
Shuo Wang, Xin Yao
Diversity analysis on imbalanced data sets by using ensemble models. CIDM (2009)
Shuo Wang, Ke Tang, Xin Yao
Diversity exploration and negative correlation learning on imbalanced data sets. IJCNN (2009)
Shuo Wang, Xin Yao
Theoretical Study of the Relationship between Diversity and Single-Class Measures for Class Imbalance Learning. ICDM Workshops (2009)

Shuo Wang.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Shuo Wang