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.21,No.5,2026
Reviews
Review of intelligent evolution technology for complex systems[1084-1105]
ZHANG Wanpeng1, TAN Siyu2, GU Xueqiang1, WANG Yao1, WANG Diyong2, ZHU Shasha2 ¡¡[Abstract]¡¡Viewed(87) ¡¡[PDF:5274KB]¡¡Downloaded(98) ¡¡[HTML]
DOI:10.11992/tis.202510041
Machine learning bridging urban waterlogging and climate risk: a review and outlook[1106-1129]
QI Xiaogang1,2, ZHANG Xu1, LI Jiahui1,2 ¡¡[Abstract]¡¡Viewed(69) ¡¡[PDF:6099KB]¡¡Downloaded(99) ¡¡[HTML]
DOI:10.11992/tis.202511003
Machine Learning
Prototype guidance and dual-level contrastive learning for source-free domain adaptation[1130-1141]
YANG Liran1,2,3, ZHANG Xiaolong2, ZHAO Zhenbing1,4, ZHAI Yongjie1,2, SU Pan2,5 ¡¡[Abstract]¡¡Viewed(68) ¡¡[PDF:6195KB]¡¡Downloaded(93) ¡¡[HTML]
DOI:10.11992/tis.202508033
Synergistic decoupling and guidance for transmission line bolt defect detection[1142-1153]
ZHAO Wenqing1,2, ZHANG Le1 ¡¡[Abstract]¡¡Viewed(76) ¡¡[PDF:3604KB]¡¡Downloaded(85) ¡¡[HTML]
DOI:10.11992/tis.202509002
A blockchain abnormal transaction detection method integrating graph enhancement and multi-teacher dynamic distillation[1154-1165]
ZHANG Mingquan1,2, JIA Wenli1, MENG Limin3, ZHAO Junxian1 ¡¡[Abstract]¡¡Viewed(75) ¡¡[PDF:4371KB]¡¡Downloaded(82) ¡¡[HTML]
DOI:10.11992/tis.202510002
U-Net-based graph-structured auxiliary supervision network for retinal vessel segmentation[1166-1179]
L¨¹ Jia1,2, YANG Hongqiang1 ¡¡[Abstract]¡¡Viewed(69) ¡¡[PDF:5413KB]¡¡Downloaded(85) ¡¡[HTML]
DOI:10.11992/tis.202509041
Intelligent delivery vehicle path planning based on dual-phase policy entropy adaptive Q-learning algorithm[1180-1193]
XIONG Gang1,2, CAI Kaiqi1, CHEN Shichao2, ZHU Fenghua2, GUO Chao2, GAO Chao3, CHEN Dewang4 ¡¡[Abstract]¡¡Viewed(65) ¡¡[PDF:5502KB]¡¡Downloaded(102) ¡¡[HTML]
DOI:10.11992/tis.202511006
Medical image segmentation network based on group attention parallel encoding[1194-1210]
MENG Xiangfu1, YANG Yuzhuo1, ZHANG Xiaoyan1, LI Shuai2 ¡¡[Abstract]¡¡Viewed(63) ¡¡[PDF:13671KB]¡¡Downloaded(85) ¡¡[HTML]
DOI:10.11992/tis.202511010
A complex-valued multi-domain loss fusion network for time series forecasting[1211-1220]
HAO Jianlong, DU Yinhuan, XUE Lingrong, ZHANG Wei, LI Ruipu ¡¡[Abstract]¡¡Viewed(65) ¡¡[PDF:4408KB]¡¡Downloaded(93) ¡¡[HTML]
DOI:10.11992/tis.202511025
Analysis method of black-gray industry chat records under hierarchical multi-agent framework[1221-1236]
WEI Keshun1, SHI Lei2, SHI Tuo3, TIAN Yifan4, CHENG Gang5 ¡¡[Abstract]¡¡Viewed(75) ¡¡[PDF:4797KB]¡¡Downloaded(93) ¡¡[HTML]
DOI:10.11992/tis.202603037
Machine Perception and Pattern Recognition
Unsupervised continual learning based hyperbolic product quantization[1237-1248]
ZHU Guangze, LIU Xingbo, NIE Xiushan, WANG Shaohua ¡¡[Abstract]¡¡Viewed(86) ¡¡[PDF:4855KB]¡¡Downloaded(103) ¡¡[HTML]
DOI:10.11992/tis.202507031
Infrared and visible aerial image fusion via dynamic environmental brightness perception[1249-1259]
TIAN Feng1,2, HAN Zhuohan1,2, LIU Fang1,2, ZHANG Yan1,2, XIE Hongtao1,2, GAO Fan1,2, HUANG Bin1,2, LIU Zongbao2 ¡¡[Abstract]¡¡Viewed(73) ¡¡[PDF:5975KB]¡¡Downloaded(81) ¡¡[HTML]
DOI:10.11992/tis.202509028
Task partitioning and offloading strategy for DNN inference in platooning cloud[1260-1267]
DENG Yixiang1, ZHANG Yulin1, BAI Long2 ¡¡[Abstract]¡¡Viewed(79) ¡¡[PDF:4135KB]¡¡Downloaded(88) ¡¡[HTML]
DOI:10.11992/tis.202512029
Research on self-supervised heterogeneous dual-teacher distillation for ship detection in point clouds[1268-1281]
XIA Guihua1, BAI Jun1, LI Shiyang2, LIANG Zhaowei3, LI Lingya4 ¡¡[Abstract]¡¡Viewed(76) ¡¡[PDF:8216KB]¡¡Downloaded(83) ¡¡[HTML]
DOI:10.11992/tis.202606023
Intelligent Systems
Trajectory planning methodology for connected vehicles in highway merging zones based on mainline-ramp cooperative platooning[1282-1291]
YANG Zhifa1,2, SHI Jiaqi1,3, YU Zhuo4, WANG Long2 ¡¡[Abstract]¡¡Viewed(73) ¡¡[PDF:5070KB]¡¡Downloaded(75) ¡¡[HTML]
DOI:10.11992/tis.202512045
M-YOLO: a lightweight multi-scale feature fusion-based model for adverse weather object detection[1292-1299]
YING Yujie1,2, DING Fei1,2, YU Yaoyuan1,2, ZENG Yu1,2, JI Yun1,2 ¡¡[Abstract]¡¡Viewed(82) ¡¡[PDF:5672KB]¡¡Downloaded(90) ¡¡[HTML]
DOI:10.11992/tis.202601011
Joint resource allocation method for IRS-assisted integrated sensing and communication system[1300-1312]
ZHAO Lin, CUI Wen, CHENG Jianhua ¡¡[Abstract]¡¡Viewed(75) ¡¡[PDF:6589KB]¡¡Downloaded(103) ¡¡[HTML]
DOI:10.11992/tis.202601028
Research on extension representation of logical relationships between events in SFEP[1313-1322]
CUI Tiejun1,2, LI Shasha1,2 ¡¡[Abstract]¡¡Viewed(65) ¡¡[PDF:3388KB]¡¡Downloaded(83) ¡¡[HTML]
DOI:10.11992/tis.202509018
Extension gating network-driven intelligent control method for lower-limb exoskeletons[1323-1334]
YU Haoyang1,2, LI Xingsen1,2, YAN Yiqing1,2 ¡¡[Abstract]¡¡Viewed(92) ¡¡[PDF:4899KB]¡¡Downloaded(76) ¡¡[HTML]
DOI:10.11992/tis.202510022
Spatial-temporal density peaks clustering algorithm with relative density and mahalanobis distance[1335-1347]
ZHAO Jia1,2, LI Hui1,2, XIAO Renbin3, ZHI Yanli4, HAN Longzhe1, OU Qinghai5, XIONG Xiaozhou6 ¡¡[Abstract]¡¡Viewed(56) ¡¡[PDF:6069KB]¡¡Downloaded(86) ¡¡[HTML]
DOI:10.11992/tis.202511002
Foreword
A clock has no understanding of time, and AI possesses no consciousness[1081-1083]
LI Deyi ¡¡[Abstract]¡¡Viewed(77) ¡¡[PDF:424KB]¡¡Downloaded(84) ¡¡[HTML]
DOI:10.11992/tis.202607022

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