Wenbin Pei

Assistant Professor, Dalian University of Technology

Joined

March 2023

Names

Wenbin Pei (Preferred)

Emails

****@dlut.edu.cn (Confirmed)

Personal Links

Homepage

DBLP

Career & Education History

Assistant Professor

Dalian University of Technology (dlut.edu.cn)

2022 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

Evolutionary Computation

Present

Machine Learning

Present

Rough sets

Present

Publications

Scale-teaching: Robust Multi-scale Training for Time Series Classification with Noisy Labels
Zhen Liu, Peitian Ma, Dongliang Chen, Wenbin Pei, Qianli Ma
- NeurIPS 2023 poster
- Readers: Everyone
High-Dimensional Unbalanced Binary Classification by Genetic Programming with Multi-Criterion Fitness Evaluation and Selection
Wenbin Pei, Bing Xue, Lin Shang, Mengjie Zhang
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- Evol. Comput. 2022
- Readers: Everyone
Explaining Deep Convolutional Neural Networks for Image Classification by Evolving Local Interpretable Model-agnostic Explanations
Bin Wang, Wenbin Pei, Bing Xue, Mengjie Zhang
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- CoRR 2022
- Readers: Everyone
Genetic programming for development of cost-sensitive classifiers for binary high-dimensional unbalanced classification
Wenbin Pei, Bing Xue, Lin Shang, Mengjie Zhang
- Published: 01 Jan 2021, Last Modified: 12 May 2023
- Appl. Soft Comput. 2021
- Readers: Everyone
Evolving local interpretable model-agnostic explanations for deep neural networks in image classification
Bin Wang, Wenbin Pei, Bing Xue, Mengjie Zhang
- Published: 01 Jan 2021, Last Modified: 12 May 2023
- GECCO Companion 2021
- Readers: Everyone
Genetic programming for borderline instance detection in high-dimensional unbalanced classification
Wenbin Pei, Bing Xue, Lin Shang, Mengjie Zhang
- Published: 01 Jan 2021, Last Modified: 12 May 2023
- GECCO 2021
- Readers: Everyone
Developing Interval-Based Cost-Sensitive Classifiers by Genetic Programming for Binary High-Dimensional Unbalanced Classification [Research Frontier]
Wenbin Pei, Bing Xue, Lin Shang, Mengjie Zhang
- Published: 01 Jan 2021, Last Modified: 12 May 2023
- IEEE Comput. Intell. Mag. 2021
- Readers: Everyone
Genetic programming for high-dimensional imbalanced classification with a new fitness function and program reuse mechanism
Wenbin Pei, Bing Xue, Lin Shang, Mengjie Zhang
- Published: 01 Jan 2020, Last Modified: 12 May 2023
- Soft Comput. 2020
- Readers: Everyone
A Threshold-free Classification Mechanism in Genetic Programming for High-dimensional Unbalanced Classification
Wenbin Pei, Bing Xue, Lin Shang, Mengjie Zhang
- Published: 01 Jan 2020, Last Modified: 12 May 2023
- CEC 2020
- Readers: Everyone
A genetic programming method for classifier construction and cost learning in high-dimensional unbalanced classification
Wenbin Pei, Bing Xue, Lin Shang, Mengjie Zhang
- Published: 01 Jan 2020, Last Modified: 12 May 2023
- GECCO Companion 2020
- Readers: Everyone

View all 14 publications

Wenbin Pei

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

Co-Authors