Shuangrong Liu

According to our database, Shuangrong Liu authored at least 20 papers between 2017 and 2025.

Collaborative distances:

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

2025

Learning Neural Network Classifiers by Distributing Nearest Neighbors on Adaptive Hypersphere.

Xiaojing Zhang, Shuangrong Liu, Lin Wang, Bo Yang, Jiawei Fan

IEEE Trans. Artif. Intell., January, 2025

2024

Fuzzy Adaptive Knowledge-Based Inference Neural Networks: Design and Analysis.

Shuangrong Liu, Sung-Kwun Oh, Witold Pedrycz, Bo Yang, Lin Wang, Kisung Seo

IEEE Trans. Cybern., September, 2024

A Novel Grades Prediction Method for Undergraduate Students by Learning Explicit Conditional Distribution.

Na Zhang, Ming Liu, Lin Wang, Shuangrong Liu, Runyuan Sun, Bo Yang, Shenghui Zhu, Chengdong Li, Cheng Yang, Yuhu Cheng

IEEE Trans. Artif. Intell., September, 2024

SCINN: Semantic Concept-Based Inference Neural Networks With Explainable and Deep Fuzzy Structure.

Shuangrong Liu, Sung-Kwun Oh, Witold Pedrycz, Bo Yang, Lin Wang, Zhen Peng

IEEE Trans. Fuzzy Syst., July, 2024

Reinforced Interval Type-2 Fuzzy Clustering-Based Neural Network Realized Through Attention-Based Clustering Mechanism and Successive Learning.

Shuangrong Liu, Sung-Kwun Oh, Witold Pedrycz, Bo Yang, Lin Wang, Jin Hee Yoon

IEEE Trans. Fuzzy Syst., March, 2024

2023

OPT-GAN: A Broad-Spectrum Global Optimizer for Black-Box Problems by Learning Distribution.

Minfang Lu, Shuai Ning, Shuangrong Liu, Fengyang Sun, Bo Zhang, Bo Yang, Lin Wang

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Improvement of Neural-Network Classifiers Using Fuzzy Floating Centroids.

Shuangrong Liu, Lin Wang, Bo Yang, Jin Zhou, Zhenxiang Chen, Huifen Dong

IEEE Trans. Cybern., 2022

2021

Black-Box Optimization via Generative Adversarial Nets.

Minfang Lu, Fengyang Sun, Lin Wang, Bo Yang, Shuangrong Liu

CoRR, 2021

Nearest vertex attraction for actively reducing loss.

Fengyang Sun, Shuo Kong, Xiaojing Zhang, Lin Wang, Bo Yang, Shuangrong Liu, Qidong Wang

Cogn. Syst. Res., 2021

Linear-dependent multi-interpretation neuro-encoded expression programming.

Jun Ma, Fenghui Gao, Shuangrong Liu, Lin Wang

Proceedings of the GECCO '21: Genetic and Evolutionary Computation Conference, 2021

2020

A Novel Velocity Reinforced Mechanism on Improving Particle Swarm optimization for Ill-conditioned Problems.

Fengyang Sun, Chunxiuzi Liu, Linping Wu, Lin Wang, Shuangrong Liu, Bo Yang

Proceedings of the IEEE Congress on Evolutionary Computation, 2020

2019

An Improved Neural Network Classifier Using Fuzzy Nearest Neighbor Partitioning Method.

Shuangrong Liu, Lin Wang, Bo Yang

Int. J. Fuzzy Syst., 2019

Stacking-Based Ensemble Learning of Self-Media Data for Marketing Intention Detection.

Yufeng Wang, Shuangrong Liu, Songqian Li, Jidong Duan, Zhihao Hou, Jia Yu, Kun Ma

Future Internet, 2019

Classification of Chinese Herbal Medicine Using Combination of Broad Learning System and Convolutional Neural Network.

Changwei Cai, Shuangrong Liu, Lin Wang, Bo Yang, Mengfan Zhi, Rui Wang, Weikai He

Proceedings of the 2019 IEEE International Conference on Systems, Man and Cybernetics, 2019

Improving Neural Network Classifier Using Gradient-Based Floating Centroid Method.

Mazharul Islam, Shuangrong Liu, Xiaojing Zhang, Lin Wang

Proceedings of the Neural Information Processing - 26th International Conference, 2019

2018

Accelerating nearest neighbor partitioning neural network classifier based on CUDA.

Lin Wang, Xuehui Zhu, Bo Yang, Jifeng Guo, Shuangrong Liu, Meihui Li, Jian Zhu, Ajith Abraham

Eng. Appl. Artif. Intell., 2018

Fuzzy Nearest Neighbor Partitioning Neural Network for Classification.

Shuangrong Liu, Lin Wang, Bo Yang, Shuo Kong, Huifen Dong, Xuehui Zhu

Proceedings of the 2018 International Conference on Security, 2018

Classification of Concrete Strength Grade Using Nearest Neighbor Partitioning.

Xuehui Zhu, Lin Wang, Bo Yang, Jin Zhou, Shi-Yuan Han, Yu Liu, Jifeng Guo, Shuangrong Liu

Proceedings of the Advances in Neural Networks - ISNN 2018, 2018

Optimizing floating centroids method neural network classifier using dynamic multilayer particle swarm optimization.

Changwei Cai, Shuangrong Liu, Lin Wang, Bo Yang, Zhenxiang Chen, Jin Zhou

Proceedings of the Genetic and Evolutionary Computation Conference, 2018

2017

Edge Detection for Cement Images Based on Interactive Genetic Algorithm.

Guangyue Gao, Lin Wang, Bo Yang, Liangliang Zhang, Fengyang Sun, Ajith Abraham, Shuangrong Liu

Proceedings of the Hybrid Intelligent Systems, 2017