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
Foreword
Brief Talk about super cognitive intelligence[901-901]
TANG Jie ¡¡[Abstract]¡¡Viewed(1468) ¡¡[PDF:239KB]¡¡Downloaded(1346) ¡¡[HTML]
DOI:10.11992/tis.202311014
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(2012) ¡¡[PDF:6231KB]¡¡Downloaded(1585) ¡¡[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(2053) ¡¡[PDF:7999KB]¡¡Downloaded(1562) ¡¡[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(1609) ¡¡[PDF:2370KB]¡¡Downloaded(1150) ¡¡[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(1984) ¡¡[PDF:5016KB]¡¡Downloaded(1756) ¡¡[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(1698) ¡¡[PDF:5536KB]¡¡Downloaded(1202) ¡¡[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(2004) ¡¡[PDF:4905KB]¡¡Downloaded(1366) ¡¡[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(1792) ¡¡[PDF:5786KB]¡¡Downloaded(1475) ¡¡[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(1540) ¡¡[PDF:7798KB]¡¡Downloaded(1257) ¡¡[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(1676) ¡¡[PDF:5269KB]¡¡Downloaded(1275) ¡¡[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(1993) ¡¡[PDF:6197KB]¡¡Downloaded(1282) ¡¡[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(1764) ¡¡[PDF:5410KB]¡¡Downloaded(1244) ¡¡[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(1553) ¡¡[PDF:4030KB]¡¡Downloaded(1177) ¡¡[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(1943) ¡¡[PDF:5670KB]¡¡Downloaded(1482) ¡¡[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(1685) ¡¡[PDF:4917KB]¡¡Downloaded(1486) ¡¡[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(1631) ¡¡[PDF:5034KB]¡¡Downloaded(1192) ¡¡[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(1988) ¡¡[PDF:4608KB]¡¡Downloaded(1618) ¡¡[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(1609) ¡¡[PDF:4384KB]¡¡Downloaded(1380) ¡¡[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(1636) ¡¡[PDF:4914KB]¡¡Downloaded(1245) ¡¡[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(1597) ¡¡[PDF:5472KB]¡¡Downloaded(1353) ¡¡[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(1575) ¡¡[PDF:5023KB]¡¡Downloaded(1448) ¡¡[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(1866) ¡¡[PDF:4514KB]¡¡Downloaded(1411) ¡¡[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(1952) ¡¡[PDF:4922KB]¡¡Downloaded(1915) ¡¡[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(1711) ¡¡[PDF:5695KB]¡¡Downloaded(1396) ¡¡[HTML]
DOI:10.11992/tis.202204040

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