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2021 Vol.34 Issue.10, Published 25 October 2021 Adaptive Learning for Classification and Clustering        Adaptive Learning for Classification and Clustering 873 Class-Aware Based KNN Classification Method BIAN Zekang, ZHANG Jin, WANG Shitong 2021 Vol. 34 (10): 873-884 [Abstract] ( 601 ) [HTML 1KB] [ PDF 712KB] ( 431 ) 885 Maximum Margin of Twin Sphere Model via Combined Smooth Reward-Penalty Loss Function with Lower Bound KANG Qian, ZHOU Shuisheng 2021 Vol. 34 (10): 885-897 [Abstract] ( 359 ) [HTML 1KB] [ PDF 700KB] ( 285 ) 898 Deep Transfer Active Learning Method Combining Source Domain Difference and Target Domain Uncertainty LIU Dapeng, CAO Yongfeng, SU Caixia, ZHANG Lun 2021 Vol. 34 (10): 898-908 [Abstract] ( 405 ) [HTML 1KB] [ PDF 1906KB] ( 653 ) 909 Survey of Metric-Based Few-Shot Classification LIU Xin, ZHOU Kairui, He Yulin, JING Liping, YU Jian 2021 Vol. 34 (10): 909-923 [Abstract] ( 810 ) [HTML 1KB] [ PDF 2095KB] ( 423 ) 924 Dynamic Parameter Setting Method for Domain Adaptation ZHANG Yuhong, YU Daoyuan, HU Xuegang 2021 Vol. 34 (10): 924-931 [Abstract] ( 402 ) [HTML 1KB] [ PDF 723KB] ( 340 ) 932 Discriminative Joint Matching for Unsupervised Domain Adaptation ZHANG Yong, XIA Tianqi, HUANG Dan 2021 Vol. 34 (10): 932-940 [Abstract] ( 522 ) [HTML 1KB] [ PDF 700KB] ( 271 ) 941 Fast Few-Shot Learning Algorithm Based on Deep Network DAI Leichao, FENG Lin, SHANG Xinglin, SU Han, GONG Xun 2021 Vol. 34 (10): 941-956 [Abstract] ( 462 ) [HTML 1KB] [ PDF 1165KB] ( 458 ) 957 Adaptive Rulkov Neuron Clustering Algorithm LIAO Yunrong, REN Haipeng 2021 Vol. 34 (10): 957-968 [Abstract] ( 406 ) [HTML 1KB] [ PDF 1386KB] ( 237 )

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