Negative selection algorithm with constant detectors for anomaly detection. - Dong Li; Shulin Liu; Hongli Zhang 003 (Appl. Soft Comput., 2015)

A negative selection algorithm with online adaptive learning under small samples for anomaly detection. - Dong Li; Shulin Liu; Hongli Zhang 003 (Neurocomputing, 2015)

A boundary-fixed negative selection algorithm with online adaptive learning under small samples for anomaly detection. - Dong Li; Shulin Liu; Hongli Zhang 003 (Eng. Appl. Artif. Intell., 2016)

A Mass Optimizing Group Identification Classification Algorithm (MOGICA) used for intelligent fault diagnosis. - Hongli Zhang 003; Yuyi Zhai; Shulin Liu; Dong Li; Bo Wang; Kunju Shi; Er-Pin Zhou (J. Intell. Fuzzy Syst., 2016)

A method of anomaly detection and fault diagnosis with online adaptive learning under small training samples. - Dong Li; Shulin Liu; Hongli Zhang 003 (Pattern Recognit., 2017)

A scale-adaptive positive selection algorithm based on B-cell immune mechanisms for anomaly detection. - Hongli Zhang 003; Zhongyuan Ren; Shaojie Xin; Shulin Liu; Chao Lan; Xin Sun 011 (Eng. Appl. Artif. Intell., 2020)

An intelligent diagnostic method based on optimizing B-cell pool clonal selection classification algorithm. - Chao Lan; Hongli Zhang 003; Xin Sun 011; Zhongyuan Ren (Turkish J. Electr. Eng. Comput. Sci., 2020)

A Relation B-cell Network used for data identification and fault diagnosis. - Hongli Zhang 003; Haihua Xiao; Shulin Liu; Wenhui Jiao; Chao Lan; Zhongyuan Ren; Yuan Wei (Appl. Soft Comput., 2021)

Deep Rational Attention Network With Threshold Strategy Embedded for Mechanical Fault Diagnosis. - Dongfang Zhao 011; Hongli Zhang 003; Shulin Liu; Yuan Wei; Shungen Xiao (IEEE Trans. Instrum. Meas., 2021)

Small-sample continual learning classification method with vaccine to update memory cells based on the artificial immune system. - Hongli Zhang 003; Lunchang Jiang; Wenhui Jiao; Shulin Liu; Haihua Xiao (Biosyst., 2022)

Subdomain adaptation capsule network for unsupervised mechanical fault diagnosis. - Dongfang Zhao 011; Shulin Liu; Tian Zhang; Hongli Zhang 003; Zhonghua Miao (Inf. Sci., 2022)

A Novel Feature Extraction Approach for Mechanical Fault Diagnosis Based on ESAX and BoW Model. - Dongfang Zhao 011; Shulin Liu; Zhonghua Miao; Hongli Zhang 003; Yuan Wei; Shungen Xiao (IEEE Trans. Instrum. Meas., 2022)

Subdomain adaptation joint attention network enabled two-stage strategy towards few-shot fault diagnosis of LRE turbopump. - Dongfang Zhao 011; Shulin Liu; Zhonghua Miao; Hongli Zhang 003; Wei Dou 013 (Adv. Eng. Informatics, 2024)

DeepSORT with siamese convolution autoencoder embedded for honey peach young fruit multiple object tracking. - Tian Zhang; Dongfang Zhao 011; Yesheng Chen; Hongli Zhang 003; Shulin Liu (Comput. Electron. Agric., 2024)

An immune optimization deep reinforcement learning control method used for magnetorheological elastomer vibration absorber. - Chi Wang; Weiheng Cheng; Hongli Zhang 003; Wei Dou 013; Jinbo Chen (Eng. Appl. Artif. Intell., 2024)

A random feature mapping method based on the AdaBoost algorithm and results fusion for enhancing classification performance. - Wangweiyi Shan; Dong Li; Shulin Liu; Mengmeng Song; Shungen Xiao; Hongli Zhang 003 (Expert Syst. Appl., 2024)

Transformer-based reinforcement learning for optical cavity temperature control system. - Hongli Zhang 003; Yufan Lu; Chi Wang; Wei Dou 013; Shulin Liu; Cheng Huang; Jian Peng; Weiheng Cheng (Appl. Intell., 2025)