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.3,2026
Reviews
Development and prospects of third-generation fuzzy systems for next-generation artificial intelligence[566-576]
CHEN Dewang1,2, WU Yiran1, OU Jixiang3, SHEN Zhen4, LI Lingxi5, XIONG Gang1,4 ¡¡[Abstract]¡¡Viewed(296) ¡¡[PDF:4147KB]¡¡Downloaded(308) ¡¡[HTML]
DOI:10.11992/tis.202506002
Retrieval-augmented generation for recommendation and research progress[577-597]
WU Guodong, XIE Dongchen, HUANG Wenjing, ZHENG Yang, TU Lijing ¡¡[Abstract]¡¡Viewed(406) ¡¡[PDF:6596KB]¡¡Downloaded(303) ¡¡[HTML]
DOI:10.11992/tis.202508007
Machine Learning
Global data-driven fuzzy cluster validity index[598-616]
TANG Yiming, LIU Zilong, GAO Jianwei ¡¡[Abstract]¡¡Viewed(271) ¡¡[PDF:5303KB]¡¡Downloaded(277) ¡¡[HTML]
DOI:10.11992/tis.202507010
Robust data re-uploading quantum model[617-626]
HAN Siyu1,2, JIA Linhan1,2, LI Yufeng1,2 ¡¡[Abstract]¡¡Viewed(293) ¡¡[PDF:4554KB]¡¡Downloaded(297) ¡¡[HTML]
DOI:10.11992/tis.202507029
A traffic prediction method for a low earth orbit satellite network based on parameter-optimized VMD and improved BiLSTM[627-638]
TONG Yao1,2, LIU Bo3, QI Xiaogang1,2 ¡¡[Abstract]¡¡Viewed(318) ¡¡[PDF:6073KB]¡¡Downloaded(285) ¡¡[HTML]
DOI:10.11992/tis.202508026
Multivariate time series forecasting model based on deep fuzzy knowledge distillation[639-650]
JIANG Yunliang1,2,3, YU Meili1,2, JIN Senyang1,2, SHEN Qing1,2, ZHANG Xiongtao1,2 ¡¡[Abstract]¡¡Viewed(283) ¡¡[PDF:4465KB]¡¡Downloaded(314) ¡¡[HTML]
DOI:10.11992/tis.202508031
Multi-label imbalanced data oversampling based on natural neighborhood and data gravity[651-665]
LIU Zhiqiang, TAN Haoyu, HAN Aokun, WANG Weiqing, YAN Yuanting, ZHANG Yanping ¡¡[Abstract]¡¡Viewed(270) ¡¡[PDF:5656KB]¡¡Downloaded(277) ¡¡[HTML]
DOI:10.11992/tis.202505019
Few-shot node classification based on task-aware subgraphs[666-674]
ZHENG Wenping1,2,3, SU Rui1, LIU Yang1 ¡¡[Abstract]¡¡Viewed(271) ¡¡[PDF:4817KB]¡¡Downloaded(309) ¡¡[HTML]
DOI:10.11992/tis.202506037
Multi-scale feature refinement for few-shot image classification[675-687]
LYU Fu1,2, ZHANG Xu1, ZHANG Ziyang1 ¡¡[Abstract]¡¡Viewed(286) ¡¡[PDF:4964KB]¡¡Downloaded(300) ¡¡[HTML]
DOI:10.11992/tis.202505026
Machine Perception and Pattern Recognition
UAV object tracking based on template feature buffer and adaptive attention[688-700]
CHEN Long1, DING Meng1,2, SHI Lei3, LI Zhihui4, XU Xiaoyu5, PAN Yilun1 ¡¡[Abstract]¡¡Viewed(251) ¡¡[PDF:5765KB]¡¡Downloaded(257) ¡¡[HTML]
DOI:10.11992/tis.202507009
Algorithm for wind turbine blade defect detection by integrating edge enhancement and multi-scale feature aggregation[701-712]
LI Bing1,2,3, WEI Letao2, ZHANG Yimu2, WANG Yue2, WU Zifeng2, XIE Zhuofan2, ZHAI Yongjie1,2,3 ¡¡[Abstract]¡¡Viewed(305) ¡¡[PDF:6086KB]¡¡Downloaded(306) ¡¡[HTML]
DOI:10.11992/tis.202504011
Indoor self-supervised monocular depth estimation based on image edges similarity[713-726]
KOU Qiqi1, CHEN Feiyu2, ZHANG Huaqiang2, CHENG Deqiang2, HAN Chenggong2 ¡¡[Abstract]¡¡Viewed(227) ¡¡[PDF:6669KB]¡¡Downloaded(242) ¡¡[HTML]
DOI:10.11992/tis.202505005
Intelligent Systems
Historical document layout analysis[727-738]
PENG Yang1, WANG Dejun1, MENG Bo1, WU Yulong2, HU Zonghua2 ¡¡[Abstract]¡¡Viewed(269) ¡¡[PDF:6771KB]¡¡Downloaded(291) ¡¡[HTML]
DOI:10.11992/tis.202501011
Prediction and reinforcement learning-based optimized resource allocation for 5G hybrid network slicing[739-750]
CHEN Zhixiong1,2,3, XIE Yupeng1, GUO Yihe1 ¡¡[Abstract]¡¡Viewed(252) ¡¡[PDF:7636KB]¡¡Downloaded(305) ¡¡[HTML]
DOI:10.11992/tis.202506012
Multistage image style transfer based on cross-modal attention[751-762]
QIU Jiaqing, DOU Liyun, WANG Jin ¡¡[Abstract]¡¡Viewed(308) ¡¡[PDF:7327KB]¡¡Downloaded(335) ¡¡[HTML]
DOI:10.11992/tis.202508011
Fundamentals of Artificial intelligence
Remote sensing object detection algorithm integrating block attention and wavelet feature aggregation[763-775]
NIU Weihua1,2, GUO Xun1 ¡¡[Abstract]¡¡Viewed(232) ¡¡[PDF:6601KB]¡¡Downloaded(264) ¡¡[HTML]
DOI:10.11992/tis.202507006
System fault evolution direction based on topological safety entropy and an entropy gradient field[776-782]
CUI Tiejun1,2, WANG Chongxin1, LI Shasha1,2 ¡¡[Abstract]¡¡Viewed(300) ¡¡[PDF:3911KB]¡¡Downloaded(271) ¡¡[HTML]
DOI:10.11992/tis.202510010
Fuzzy concept cognitive learning based on multi-scale attention[783-791]
XU Weihua, ZHANG Chongze ¡¡[Abstract]¡¡Viewed(299) ¡¡[PDF:3725KB]¡¡Downloaded(280) ¡¡[HTML]
DOI:10.11992/tis.202510039
Dean Forum on Artificial Intelligence
Temporal attention memory network for evaluating air traffic controller cognitive load[792-801]
TONG Qingyun1,2, GONG Peiliang1,2, ZHANG Liying1,2, WANG Kun1,2, ZHOU Yueying3, ZHANG Daoqiang1,2 ¡¡[Abstract]¡¡Viewed(277) ¡¡[PDF:6517KB]¡¡Downloaded(284) ¡¡[HTML]
DOI:10.11992/tis.202507018
Lightweight phase-preserving speech enhancement network with dynamic memory augmentation[802-812]
SHEN Xueli, LU Chengxiang, CUI Yifeng, JIN Haibo ¡¡[Abstract]¡¡Viewed(286) ¡¡[PDF:3956KB]¡¡Downloaded(289) ¡¡[HTML]
DOI:10.11992/tis.202506018
Foreword
Profound Truth Underlies Phenomenon: Dilemmas of Reductionism and the Emergence of Complex Systems[565]
WU Fei ¡¡[Abstract]¡¡Viewed(276) ¡¡[PDF:1241KB]¡¡Downloaded(272) ¡¡[HTML]
DOI:10.11992/tis.202604010

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