Journal Information

Supervised by£º

Ministry of Industry and Information Technology of the People¡¯s Republic of China

Sponsored by£º

Chinese Association for Artificial Intelligence
Harbin Engineering University

Honorary Editor-in-Chief£º

LI Deyi

Editor-in-Chief£º

DAI Qionghai

ISSN

 1673-4785

CN

 23-1538/TP

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Vol.18,No.5,2023
Machine Learning
Longitudinal motion control of underwater high-speed vehicles based on reinforcement learning[902-916]
BAI Tao, DONG Qinhao, FENG Zikun, LI Xuehua ¡¡[Abstract]¡¡Viewed(3839) ¡¡[PDF:6231KB]¡¡Downloaded(3564) ¡¡[HTML]
DOI:10.11992/tis.202203024
Dual discriminator residual generation adversarial network with multiscale feature fusion[917-925]
GUAN Fengxu, LU Siqi, ZHENG Yan ¡¡[Abstract]¡¡Viewed(3930) ¡¡[PDF:7999KB]¡¡Downloaded(3915) ¡¡[HTML]
DOI:10.11992/tis.202207005
A design of an improved self-organizing mapping method based on a knowledge reasoning framework[926-935]
YANG Weikai, WANG Yan ¡¡[Abstract]¡¡Viewed(3054) ¡¡[PDF:2370KB]¡¡Downloaded(2695) ¡¡[HTML]
DOI:10.11992/tis.202107013
A spectral clustering based on GCNs and attention mechanism[936-944]
CHEN Rongshan, GAO Shuping, QI Xiaogang ¡¡[Abstract]¡¡Viewed(3657) ¡¡[PDF:5016KB]¡¡Downloaded(3686) ¡¡[HTML]
DOI:10.11992/tis.202208041
A clustering validity index called MAME for the fuzzy c-means algorithm[945-956]
TANG Yiming, CHEN Renhao, LI Bing ¡¡[Abstract]¡¡Viewed(3165) ¡¡[PDF:5536KB]¡¡Downloaded(2892) ¡¡[HTML]
DOI:10.11992/tis.202212028
Soft sensor algorithm based on self-attention mechanism and convolutional ONLSTM network[957-965]
LI Xiangyu1, SUI Lin1, XIONG Weili1,2 ¡¡[Abstract]¡¡Viewed(3874) ¡¡[PDF:4905KB]¡¡Downloaded(3148) ¡¡[HTML]
DOI:10.11992/tis.202211037
Detection of transformer oil leakage based on deep separable atrous convolution pyramid[966-974]
ZHAO Wenqing1,2, LIU Liang1, HU Jiawei1, ZHAI Yongjie1, ZHAO Zhenbing3 ¡¡[Abstract]¡¡Viewed(3312) ¡¡[PDF:5786KB]¡¡Downloaded(4011) ¡¡[HTML]
DOI:10.11992/tis.202212016
Incremental dimensionality reduction algorithm based on data manifold boundaries and distribution state[975-983]
ZHAO Guanghua1, YANG Tao1,2, FU Dongmei1,2 ¡¡[Abstract]¡¡Viewed(2922) ¡¡[PDF:7798KB]¡¡Downloaded(3290) ¡¡[HTML]
DOI:10.11992/tis.202205007
Research on weak object tracking based on Siamese network with optimized classification[984-993]
JIANG Wentao1, ZHANG Dapeng2 ¡¡[Abstract]¡¡Viewed(3294) ¡¡[PDF:5269KB]¡¡Downloaded(3195) ¡¡[HTML]
DOI:10.11992/tis.202211043
Detection of abnormal crowd behavior based on spatial-temporal adversarial variational autoencoder[994-1004]
XING Tianyi1, GUO Maozu1, CHEN Jiadong1, ZHAO Lingling2, CHEN Linxin2, TIAN Le1 ¡¡[Abstract]¡¡Viewed(3731) ¡¡[PDF:6197KB]¡¡Downloaded(3035) ¡¡[HTML]
DOI:10.11992/tis.202303002
Partial domain adversarial adaptation networks for imbalanced small samples in aeroengine vibration prediction[1005-1016]
JI Youchang1, YUAN Weiwei1, MAO Shanbin2, REN Chunhong2, GUAN Donghai1 ¡¡[Abstract]¡¡Viewed(3308) ¡¡[PDF:5410KB]¡¡Downloaded(2982) ¡¡[HTML]
DOI:10.11992/tis.202210030
Robust unsupervised feature selection via multistep Markov probability and latent representation[1017-1029]
GUO Lingli, CHEN Xiuhong ¡¡[Abstract]¡¡Viewed(3125) ¡¡[PDF:4030KB]¡¡Downloaded(3124) ¡¡[HTML]
DOI:10.11992/tis.202208013
Method of defect sample image generation based on point set matching[1030-1038]
GAO Haiyang1, ZHANG Mingchuan1, GE Quanbo2, LIU Huaping3 ¡¡[Abstract]¡¡Viewed(3980) ¡¡[PDF:5670KB]¡¡Downloaded(3166) ¡¡[HTML]
DOI:10.11992/tis.202209028
Scoliosis screening method using lightweight pose estimation network[1039-1046]
WEI Xuanxuan1, HUANG Zijian1, CAO Le2, YANG Hao1, FANG Yu1 ¡¡[Abstract]¡¡Viewed(3361) ¡¡[PDF:4917KB]¡¡Downloaded(3223) ¡¡[HTML]
DOI:10.11992/tis.202203038
Product improvement demand identification incorporating topology and online comment mining[1047-1059]
YU Zhigang, CHENG Siyuan, YANG Xuerong, XIE Tong ¡¡[Abstract]¡¡Viewed(3370) ¡¡[PDF:5034KB]¡¡Downloaded(3090) ¡¡[HTML]
DOI:10.11992/tis.202208052
Improved slime mould algorithm with multistrategy integration and its application[1060-1069]
LU Wanjie1, CHEN Zilin2, FU Hua2, WANG Zhizhong2, WANG Jiuyang3 ¡¡[Abstract]¡¡Viewed(3886) ¡¡[PDF:4608KB]¡¡Downloaded(3766) ¡¡[HTML]
DOI:10.11992/tis.202206015
An explainable network traffic anomaly detection model with coupled evolutionary sampling and deep decoding[1070-1078]
SUN Jun1,2, XIE Zhenping1,2, WANG Hongbo3 ¡¡[Abstract]¡¡Viewed(3415) ¡¡[PDF:4384KB]¡¡Downloaded(3614) ¡¡[HTML]
DOI:10.11992/tis.202211035
Natural scene text detection based on double-branch cross-level feature fusion[1079-1089]
LIU Guanghui, ZHANG Yumin, MENG Yuebo, ZHAN Hua ¡¡[Abstract]¡¡Viewed(3125) ¡¡[PDF:4914KB]¡¡Downloaded(3064) ¡¡[HTML]
DOI:10.11992/tis.202303005
Multiscale domain adaptation network for the auxiliary diagnosis of Alzheimer¡¯s disease[1090-1098]
CAI Hongshun, ZHANG Qiongmin, LONG Ying ¡¡[Abstract]¡¡Viewed(3052) ¡¡[PDF:5472KB]¡¡Downloaded(2905) ¡¡[HTML]
DOI:10.11992/tis.202205050
Dynamic adaptive parallel acceleration method for heterogeneous distributed machine learning[1099-1107]
MA Xiang, SHEN Guowei, GUO Chun, CUI Yunhe, CHEN Yi ¡¡[Abstract]¡¡Viewed(3266) ¡¡[PDF:5023KB]¡¡Downloaded(3512) ¡¡[HTML]
DOI:10.11992/tis.202209024
Fault identification of multi-feature boiler tube acoustic signal based on deep residual shrinkage network[1108-1116]
YANG Zhengli, WU Fuyun, CHEN Haixia ¡¡[Abstract]¡¡Viewed(3544) ¡¡[PDF:4514KB]¡¡Downloaded(4790) ¡¡[HTML]
DOI:10.11992/tis.202207012
Two-step deep unfolding strategy for compressed sensing reconstruction algorithms[1117-1126]
SHAO Kai1,2,3, YAN Lili1, WANG Guangyu1,2,3 ¡¡[Abstract]¡¡Viewed(3720) ¡¡[PDF:4922KB]¡¡Downloaded(4461) ¡¡[HTML]
DOI:10.11992/tis.202204029
A multimodal multi-objective optimization algorithm with clustering and niching searching[1127-1141]
GU Qinghua1,2,3, TANG Hui1,2, LI Xuexian2,4, JIANG Song1,2,3 ¡¡[Abstract]¡¡Viewed(3403) ¡¡[PDF:5695KB]¡¡Downloaded(3567) ¡¡[HTML]
DOI:10.11992/tis.202204040
Foreword
Brief Talk about super cognitive intelligence[901]
TANG Jie ¡¡[Abstract]¡¡Viewed(2572) ¡¡[PDF:239KB]¡¡Downloaded(3244) ¡¡[HTML]
DOI:10.11992/tis.202311014

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