Negative selection algorithm with constant detectors for anomaly detection. - Dong Li 045; 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 045; 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 045; 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 045; 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 045; Shulin Liu; Hongli Zhang 003 (Pattern Recognit., 2017)

Continual learning classification method with new labeled data based on the artificial immune system. - Dong Li 045; Shulin Liu; Furong Gao; Xin Sun 011 (Appl. Soft Comput., 2020)

Continual learning classification method for time-varying data space based on artificial immune system. - Dong Li 045; Shulin Liu; Furong Gao; Xin Sun 011 (J. Intell. Fuzzy Syst., 2021)

An improved real-valued negative selection algorithm based on the constant detector for anomaly detection. - Dong Li 045; Xin Sun 011; Furong Gao; Shulin Liu (J. Intell. Fuzzy Syst., 2021)

Continual learning classification method with constant-sized memory cells based on the artificial immune system. - Dong Li 045; Shulin Liu; Furong Gao; Xin Sun 011 (Knowl. Based Syst., 2021)

Continual learning classification method and its application to equipment fault diagnosis. - Dong Li 045; Shulin Liu; Furong Gao; Xin Sun 011 (Appl. Intell., 2022)

Self-updating continual learning classification method based on artificial immune system. - Xin Sun 011; Haotian Wang; Shulin Liu; Dong Li 045; Haihua Xiao (Appl. Intell., 2022)

Continual learning classification method with single-label memory cells based on the intelligent mechanism of the biological immune system. - Dong Li 045; Lanlan Gong; Shulin Liu; Xin Sun 011; Ming Gu 015; Kun Qian (J. Intell. Fuzzy Syst., 2022)

Continual learning classification method with the weighted k-nearest neighbor rule for time-varying data space based on the artificial immune system. - Dong Li 045; Ming Gu 015; Shulin Liu; Xin Sun 011; Lanlan Gong; Kun Qian (Knowl. Based Syst., 2022)

A novel negative selection algorithm with hyper-rectangle detectors based on full coverage of state space for anomaly detection. - Ming Gu 015; Dong Li 045; Lanlan Gong; Jia Liu; Shulin Liu (J. Intell. Fuzzy Syst., 2023)

A negative selection algorithm with hypercube interface detectors for anomaly detection. - Ming Gu 015; Dong Li 045; Jia Liu; Wangweiyi Shan; Shulin Liu (Appl. Soft Comput., 2024)

A random feature mapping method based on the AdaBoost algorithm and results fusion for enhancing classification performance. - Wangweiyi Shan; Dong Li 045; Shulin Liu; Mengmeng Song; Shungen Xiao; Hongli Zhang 003 (Expert Syst. Appl., 2024)

A feature selection method based on multiple feature subsets extraction and result fusion for improving classification performance. - Jia Liu; Dong Li 045; Wangweiyi Shan; Shulin Liu (Appl. Soft Comput., 2024)