Profile
Wenbin Pei is currently an assistant professor at Dalian University of Technology. Her research interests include evolutionary computation and machine learning, particularly Genetic Programming, Unbalanced Classification and Rough sets. As the first author, she has 14 papers published in fully refereed international journals and conferences. She is the co-chair for the special sessions on Computational Intelligence for Imbalanced Classification in the 22nd International Conference on Intelligent Data Engineering and Automated Learning (IDEAL2021) and in the International Conference on Intelligent Systems Design and Applications (ISDA 2021). She is a program committee member for some international conferences, including Genetic and Evolutionary Computation Conference (GECCO). She has been serving as reviewers for top international journals and conferences, including IEEE Transactions on Evolutionary Computation (IEEE TEVC) and IEEE Transactions on Cybernetics (IEEE TCYB), IEEE Transactions on Emerging Topics in Computational Intelligence (TETCI) and Artificial Intelligence in Medicine.
Educational ExperienceMore>>
Work Experience
Research Focus
Evolutionary computation (mainly Genetic Programming, Genetic Algorithms, and Particle Swarm Optimization)
Machine learning (mainly unbalanced classification, cost-sensitive learning, feature selection and feature construction)
Granular computing and Rough Sets
Explainable Artificial Intelligence