Concepedia

Shuo Wang

SW

Statistics

Publications

45

Citations

3.8K

H-Index

25

Active since

2004

Affiliations

University of Birmingham(Current)

Xidian University

Hefei University of Technology

Southern University of Science and Technology

Shuo Wang is an author at University of Birmingham specializing in engineering, data science, and machine learning.

Top concepts

EngineeringData ScienceMachine LearningComputer SciencePredictive AnalyticsData MiningPattern RecognitionKnowledge DiscoveryStatisticsText Mining

Publications per year

2004–2025

45

Publications

45

Multiclass Imbalance Problems: Analysis and Potential Solutions

Shuo Wang, Xin Yao · IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics) · 2012 · 564 citations

Mathematical Programming, Engineering, Machine Learning +17

Using Class Imbalance Learning for Software Defect Prediction

Shuo Wang, Xin Yao · IEEE Transactions on Reliability · 2013 · 560 citations

Software Maintenance, Engineering, Machine Learning +20

Diversity analysis on imbalanced data sets by using ensemble models

Shuo Wang, Xin Yao · 2009 · 538 citations

Fraud Detection, Engineering, Machine Learning +22

A Systematic Study of Online Class Imbalance Learning With Concept Drift

Shuo Wang, Leandro L. Minku, Xin Yao · IEEE Transactions on Neural Networks and Learning Systems · 2018 · 322 citations · Full text

Data Streams, Classification Method, Systematic Study +15

Online Ensemble Learning of Data Streams with Gradually Evolved Classes

Yu Sun, Ke Tang, Leandro L. Minku et al. · IEEE Transactions on Knowledge and Data Engineering · 2016 · 172 citations · Full text

Engineering, Machine Learning, Streaming Algorithm +16

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