Xiaoli Peng

According to our database, Xiaoli Peng authored at least 12 papers between 2017 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

GBSVM: An Efficient and Robust Support Vector Machine Framework via Granular-Ball Computing.

Shuyin Xia, Xiaoyu Lian, Guoyin Wang, Xinbo Gao, Jiancu Chen, Xiaoli Peng

IEEE Trans. Neural Networks Learn. Syst., May, 2025

A novel covering rough set model based on granular-ball computing for data with label noise.

Xiaoli Peng, Yuanlin Gong, Xiang Hou, Zhan Tang, Yabin Shao

Int. J. Approx. Reason., 2025

2024

Fast fixed granular-ball for attribute reduction in label noise environments and its application in medical diagnosis.

Xiaoli Peng, Ping Wang, Yabin Shao, Yuanlin Gong, Jie Qian

Int. J. Mach. Learn. Cybern., March, 2024

2023

Application of effective gravitational search algorithm with constraint priority and expert experience in optimal allocation problems of distribution network.

Jie Qian, Ping Wang, Chenggen Pu, Xiaoli Peng, Gonggui Chen

Eng. Appl. Artif. Intell., 2023

FWNRS: A Fast Attribute Reduction Algorithm based on Weighted Neighborhood Rough Set.

Xiaoli Peng, Ping Wang, Yabin Shao, Chenggen Pu, Jie Qian

Proceedings of the 8th International Conference on Mathematics and Artificial Intelligence, 2023

An Adaptive Granular Ball Classifier Based on Natural Neighbor.

Chen Li, Yabin Shao, Shuyin Xia, Cheng Wang, Tian Xia, Xiaoli Peng

Proceedings of the 8th International Conference on Mathematics and Artificial Intelligence, 2023

2022

FNC: A fast neighborhood calculation framework.

Xiaoli Peng, Ping Wang, Shuyin Xia, Cheng Wang, Chenggen Pu, Jie Qian

Knowl. Based Syst., 2022

VPGB: A granular-ball based model for attribute reduction and classification with label noise.

Xiaoli Peng, Ping Wang, Shuyin Xia, Cheng Wang, Weiqi Chen

Inf. Sci., 2022

GBSVM: Granular-ball Support Vector Machine.

Shuyin Xia, Guoyin Wang, Xinbo Gao, Xiaoli Peng

CoRR, 2022

Fast Attribute Reduction for Big Datasets Based on Neighborhood Rough Set.

Cheng Wang, Yabin Shao, Xiaoli Peng, Shuyin Xia, Weiqi Chen

Proceedings of the Fuzzy Systems and Data Mining VIII, 2022

2021

Application of modified beetle antennae search algorithm and BP power flow prediction model on multi-objective optimal active power dispatch.

Jie Qian, Ping Wang, Chenggen Pu, Xiaoli Peng, Gonggui Chen

Appl. Soft Comput., 2021

2017

R2CEDM: A Rete-Based RFID Complex Event Detection Method.

Xiaoli Peng, Linjiang Zheng, Ting Liao

Proceedings of the Data Mining and Big Data - Second International Conference, 2017