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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[Forum of Recipients of Wu Wenjun Artificial Intelligence Science and Technology Award]
Accelerated method for training large models based on a 2D tensor parallel strategy[1256-1265]
ZHU Shitong, DONG Qi¡¡ [Abstract]¡¡Viewed(216) ¡¡[PDF:3374KB]¡¡Downloaded(184) ¡¡ [HTML]
DOI:10.11992/tis.202411023
Graph disentanglement representation learning based on propagation in multiple hyperbolic spaces[1243-1255]
ZHENG Shuai1,2, PENG Zouzhang1,2, ZHU Zhenfeng1,2, ZHAO Yao1,2¡¡ [Abstract]¡¡Viewed(218) ¡¡[PDF:4210KB]¡¡Downloaded(186) ¡¡ [HTML]
DOI:10.11992/tis.202409034
Electrical capacitance tomography sensor for contactless material recognition[1232-1242]
XU Xiaoli1, GUO Xudong1, ZHENG Wendong2, LIU Huaping3¡¡ [Abstract]¡¡Viewed(227) ¡¡[PDF:6726KB]¡¡Downloaded(204) ¡¡ [HTML]
DOI:10.11992/tis.202408021
Multi-granularity occlusion feature enhancement algorithm for person search[230-242]
MIAO Chunling1,2, ZHANG Hongyun1,2, WU Zhuojia1,2, ZHANG Qixian1,2, MIAO Duoqian1,2¡¡ [Abstract]¡¡Viewed(1561) ¡¡[PDF:4803KB]¡¡Downloaded(1644) ¡¡ [HTML]
DOI:10.11992/tis.202407031
Research on continual detection and localization method for printed circuit board defect[219-229]
YANG Aofei1, XU Xinying1, XIE Gang1, LIU Huaping2¡¡ [Abstract]¡¡Viewed(1837) ¡¡[PDF:5014KB]¡¡Downloaded(1763) ¡¡ [HTML]
DOI:10.11992/tis.202310024
Research on audio model generation technology based on a hierarchical federated framework[1331-1339]
WANG Jianzong1, ZHANG Xulong1, JIANG Guilin2, CHENG Ning1, XIAO Jing1¡¡ [Abstract]¡¡Viewed(1715) ¡¡[PDF:4335KB]¡¡Downloaded(1413) ¡¡ [HTML]
DOI:10.11992/tis.202306054
Neural radiance field optimization based on Fourier frequency domain truncation[1319-1330]
YIN Zezhong1,2, GUO Maozu1,2, TIAN Le1,2¡¡ [Abstract]¡¡Viewed(1556) ¡¡[PDF:4711KB]¡¡Downloaded(1135) ¡¡ [HTML]
DOI:10.11992/tis.202401036
Class-incremental printed circuit board defect detection method based on YOLOX[1061-1070]
WU Ruilin1, GE Quanbo1, LIU Huaping2¡¡ [Abstract]¡¡Viewed(2698) ¡¡[PDF:4913KB]¡¡Downloaded(2253) ¡¡ [HTML]
DOI:10.11992/tis.202309044
Research on TOPSIS decision-making method based on multi-granularity hesitant fuzzy linguistic term sets[1052-1060]
JIN Wei1, QIAN Jin1, YU Ying1, MIAO Duoqian1,2¡¡ [Abstract]¡¡Viewed(2438) ¡¡[PDF:4732KB]¡¡Downloaded(2380) ¡¡ [HTML]
DOI:10.11992/tis.202306015
Research on dynamic recovery strategies for edge-coupled interdependent networks[238-248]
GAO Yanli, XIONG Zhihao, CHEN Shiming¡¡ [Abstract]¡¡Viewed(1588) ¡¡[PDF:4933KB]¡¡Downloaded(1549) ¡¡ [HTML]
DOI:10.11992/tis.202305019
Research on the HHT-LSTM-based operation trend prediction method of temporary facilities for the Winter Olympic Games[228-237]
CHANG Mingyu1,2, TIAN Le1,2, GUO Maozu1,2¡¡ [Abstract]¡¡Viewed(1749) ¡¡[PDF:7472KB]¡¡Downloaded(1903) ¡¡ [HTML]
DOI:10.11992/tis.202303003
Unsupervised learning method for surface defect detection of slate materials[1344-1351]
WANG Yanchunqiu1, GE Quanbo2, LIU Huaping3¡¡ [Abstract]¡¡Viewed(2838) ¡¡[PDF:4737KB]¡¡Downloaded(2683) ¡¡ [HTML]
DOI:10.11992/tis.202212006
Multi-agent path planning based on improved CBS algorithm[1336-1343]
WANG Zhuoran1, WEN Jiayan1,2, XIE Guangming1,3, JIANG Wenyu1¡¡ [Abstract]¡¡Viewed(3627) ¡¡[PDF:1005KB]¡¡Downloaded(3042) ¡¡ [HTML]
DOI:10.11992/tis.202211006
Hybrid supervised metal surface defect detection based on multi-scale and attention[886-893]
SUN Boyan, WANG Hongyuan, LIU Qian, FENG Zundeng, TANG Ying¡¡ [Abstract]¡¡Viewed(3358) ¡¡[PDF:5535KB]¡¡Downloaded(3305) ¡¡ [HTML]
DOI:10.11992/tis.202205042
Continuous classification of garbage based on the elastic weightconsolidation and knowledge distillation[878-885]
ZHANG Jingyu1, XU Xinying1, XIE Gang1, LIU Huaping2¡¡ [Abstract]¡¡Viewed(3358) ¡¡[PDF:1463KB]¡¡Downloaded(2795) ¡¡ [HTML]
DOI:10.11992/tis.202211023
Cooperative tracking of unmanned surface vessels at sea inspired by a multi-resolution mechanism of raptor vision[867-877]
XU Xiaobin1, DUAN Haibin1, ZENG Zhigang2¡¡ [Abstract]¡¡Viewed(3040) ¡¡[PDF:6441KB]¡¡Downloaded(2339) ¡¡ [HTML]
DOI:10.11992/tis.202211001
Multiview low-rank sparse subspace clustering based on diversity[399-408]
WANG Lijuan1,2, DING Shifei1, XIA Jing1¡¡ [Abstract]¡¡Viewed(4129) ¡¡[PDF:1162KB]¡¡Downloaded(3656) ¡¡ [HTML]
DOI:10.11992/tis.202110026
Granule-based label enhancement in label distribution learning[390-398]
ZHANG Yuanjian1, ZHAO Tianna2, MIAO Duoqian2¡¡ [Abstract]¡¡Viewed(3367) ¡¡[PDF:1248KB]¡¡Downloaded(3176) ¡¡ [HTML]
DOI:10.11992/tis.202208015
A perceptual manipulation system for audio-visual fusion of robots[381-389]
WANG Yefei1, GE Quanbo2, LIU Huaping3, LU Zhenyu4¡¡ [Abstract]¡¡Viewed(4023) ¡¡[PDF:6100KB]¡¡Downloaded(4451) ¡¡ [HTML]
DOI:10.11992/tis.202111036
Multi-agent reinforcement learning for scene graph-driven target search[207-215]
LU Shengyang1, ZHAO Huailin1, LIU Huaping2¡¡ [Abstract]¡¡Viewed(3179) ¡¡[PDF:4586KB]¡¡Downloaded(2655) ¡¡ [HTML]
DOI:10.11992/tis.202111034
A self-supervised data-driven particle swarm optimization approach for large-scale feature selection[194-206]
LI Jianyu, ZHAN Zhihui¡¡ [Abstract]¡¡Viewed(2792) ¡¡[PDF:1198KB]¡¡Downloaded(2737) ¡¡ [HTML]
DOI:10.11992/tis.202206008
An intellectual property entity recognition method based on Transformer and technological word information[186-193]
WANG Yuhui1,2, DU Junping1,2, SHAO Yingxia1,2¡¡ [Abstract]¡¡Viewed(2779) ¡¡[PDF:4588KB]¡¡Downloaded(2769) ¡¡ [HTML]
DOI:10.11992/tis.202203036
Multi-source information fusion through generalized adaptive multi-granulation[173-185]
QIAN Jin1, TONG Zhigang1, YU Ying1, HONG Chengxin1, MIAO Duoqian1,2¡¡ [Abstract]¡¡Viewed(2798) ¡¡[PDF:5041KB]¡¡Downloaded(2701) ¡¡ [HTML]
DOI:10.11992/tis.202208030
Small sample block quality evaluation based on satellite images[1254-1262]
GUO Maozu1,2, WANG Sijia1,2, WANG Pengyue2,3, ZHAO Lingling4¡¡ [Abstract]¡¡Viewed(2384) ¡¡[PDF:5467KB]¡¡Downloaded(2506) ¡¡ [HTML]
DOI:10.11992/tis.202111049
Scene-aware decentralized Monte Carlo Tree Search of target discovery[1244-1253]
MA Chengyu1, LIU Huaping2, GE Quanbo3,4¡¡ [Abstract]¡¡Viewed(2825) ¡¡[PDF:2395KB]¡¡Downloaded(2530) ¡¡ [HTML]
DOI:10.11992/tis.202110012
Extension knowledge representation of geometric effects[1235-1243]
GE Biaobiao1,2, YANG Chunyan1,2, TANG Long3¡¡ [Abstract]¡¡Viewed(2264) ¡¡[PDF:4351KB]¡¡Downloaded(2119) ¡¡ [HTML]
DOI:10.11992/tis.202112016
ERP detection of multi-feature embedding in the low-dimensional subspace for cross-subject RSVP[1054-1061]
ZHANG Hangkui1,2, LIU Dongjun1,2, KONG Wanzeng1,2¡¡ [Abstract]¡¡Viewed(2941) ¡¡[PDF:5619KB]¡¡Downloaded(2586) ¡¡ [HTML]
DOI:10.11992/tis.202111059
Automatic facial expression recognition from a psychological perspective[1039-1053]
YAN Wenjing1, JIANG Ke1, FU Xiaolan2,3¡¡ [Abstract]¡¡Viewed(2999) ¡¡[PDF:5056KB]¡¡Downloaded(2302) ¡¡ [HTML]
DOI:10.11992/tis.202112056
Indoor mobile robot target search based on the scene graphs[1032-1038]
ZHOU Fangbo1, ZHAO Huailin1, LIU Huaping2,3¡¡ [Abstract]¡¡Viewed(2835) ¡¡[PDF:5271KB]¡¡Downloaded(3661) ¡¡ [HTML]
DOI:10.11992/tis.202109011
Integrated control of hypersonic aerial vehicle and engine system based on exploring swarm strategy based pigeon inspired optimization[849-855]
XIANG Hongcheng, DENG Yimin, DUAN Haibin¡¡ [Abstract]¡¡Viewed(2906) ¡¡[PDF:1596KB]¡¡Downloaded(2994) ¡¡ [HTML]
DOI:10.11992/tis.202205033
Passenger flow prediction in urban areas based on residual networks with split attention mechanism[839-848]
LI Bohan1,2, GUO Maozu1,2, ZHAO Lingling3¡¡ [Abstract]¡¡Viewed(3471) ¡¡[PDF:5792KB]¡¡Downloaded(2801) ¡¡ [HTML]
DOI:10.11992/tis.202202014
Overview of crane control methods for large-size cargo transportation[824-838]
CHEN He1, WU Qingxiang2,3, SUN Ning2,3, YANG Tong2,3, FANG Yongchun2,3¡¡ [Abstract]¡¡Viewed(2743) ¡¡[PDF:4675KB]¡¡Downloaded(3079) ¡¡ [HTML]
DOI:10.11992/tis.202201055
Image super-resolution reconstruction based on widely activated deep residual networks[440-446]
WANG Fanchao1, DING Shifei1,2¡¡ [Abstract]¡¡Viewed(4743) ¡¡[PDF:3814KB]¡¡Downloaded(3006) ¡¡ [HTML]
DOI:10.11992/tis.202106023
Multimodal function optimization based on DE algorithm of probabilistic evaluation mechanism[427-439]
WANG Zijia1, ZHAN Zhihui2¡¡ [Abstract]¡¡Viewed(4459) ¡¡[PDF:3400KB]¡¡Downloaded(2691) ¡¡ [HTML]
DOI:10.11992/tis.202108007
Person search algorithm based on multi-granularity matching[420-426]
YANG Yuting1, MIAO Duoqian2¡¡ [Abstract]¡¡Viewed(5320) ¡¡[PDF:3202KB]¡¡Downloaded(3512) ¡¡ [HTML]
DOI:10.11992/tis.202105038
A multi-view clustering algorithm based on deep matrix factorization with graph regularization[158-169]
LIU Xiangnan1, DING Shifei1, WANG Lijuan1,2¡¡ [Abstract]¡¡Viewed(5810) ¡¡[PDF:4852KB]¡¡Downloaded(3106) ¡¡ [HTML]
DOI:10.11992/tis.202104046
Lateral automatic carrier landing control based on expanded pigeon inspired optimization[151-157]
HE Hangxuan1, DUAN Haibin1,2, ZHANG Xiulin3, DENG Yimin1¡¡ [Abstract]¡¡Viewed(4386) ¡¡[PDF:5530KB]¡¡Downloaded(2593) ¡¡ [HTML]
DOI:10.11992/tis.202106035
Fine-grained image classification algorithm based on multi-granularity regions shuffle[144-150]
SONG Siyu1, MIAO Duoqian1,2¡¡ [Abstract]¡¡Viewed(5263) ¡¡[PDF:3022KB]¡¡Downloaded(2973) ¡¡ [HTML]
DOI:10.11992/tis.202105040
A visual collaborative analysis method for detecting illegal driving behavior[1158-1165]
GAO Shangbing1,2, HUANG Zihe1, GENG Xuan1, ZANG Chen1, Shen Xiaokun1¡¡ [Abstract]¡¡Viewed(5946) ¡¡[PDF:4157KB]¡¡Downloaded(4177) ¡¡ [HTML]
DOI:10.11992/tis.202101024
Classification model for judging illegal and irregular behavior for cosmetics based on CNN-BLSTM[1151-1157]
HU Kang1, HE Siyu2, ZUO Min2, GE Wei2¡¡ [Abstract]¡¡Viewed(5102) ¡¡[PDF:4299KB]¡¡Downloaded(2920) ¡¡ [HTML]
DOI:10.11992/tis.202104001
Matching with agreement for cross-modal image-text retrieval[1143-1150]
GONG Dahan1,2, CHEN Hui2,3, CHEN Shijiang4, BAO Yongjun5, DING Guiguang1,2¡¡ [Abstract]¡¡Viewed(5973) ¡¡[PDF:4772KB]¡¡Downloaded(3228) ¡¡ [HTML]
DOI:10.11992/tis.202108013
Winter Olympic Q & A system based on knowledge map, TF-IDF and BERT model[819-826]
LUO Ling1,2, LI Shuokai1,2, HE Qing1,2, YANG Chengqi2, WANG Yuyangheng2, CHEN Tianyu2¡¡ [Abstract]¡¡Viewed(7291) ¡¡[PDF:4554KB]¡¡Downloaded(3140) ¡¡ [HTML]
DOI:10.11992/tis.202105047
Crowded pedestrian detection algorithm based on improved FCOS[811-818]
QI Pengyu, WANG Hongyuan, ZHANG Ji, ZHU Fan, XU Zhichen¡¡ [Abstract]¡¡Viewed(6045) ¡¡[PDF:4174KB]¡¡Downloaded(2964) ¡¡ [HTML]
DOI:10.11992/tis.202010012
Feedback attention mechanism and context fusion based amodal instance segmentation[801-810]
DONG Junjie1, LIU Huaping2, XIE Jun1, XU Xinying3, SUN Fuchun2¡¡ [Abstract]¡¡Viewed(6111) ¡¡[PDF:5195KB]¡¡Downloaded(3507) ¡¡ [HTML]
DOI:10.11992/tis.202007042
Paradigm revolution in artificial intelligence and the birth of general theory of intelligence[792-800]
ZHONG Yixin¡¡ [Abstract]¡¡Viewed(4819) ¡¡[PDF:2165KB]¡¡Downloaded(3294) ¡¡ [HTML]
DOI:10.11992/tis.202103042
Active perception method for UAV group target search[575-583]
LOU Chuanwei1, GE Quanbo2, LIU Huaping3, YUAN Xiaohu4¡¡ [Abstract]¡¡Viewed(6168) ¡¡[PDF:5253KB]¡¡Downloaded(3047) ¡¡ [HTML]
DOI:10.11992/tis.202009012
Tracking control of piezoelectric actuator based on feedforward compensation of recurrent neural network[567-574]
ZOU Shourui, WU Yinan, FANG Yongchun¡¡ [Abstract]¡¡Viewed(5914) ¡¡[PDF:6574KB]¡¡Downloaded(3241) ¡¡ [HTML]
DOI:10.11992/tis.202104010
A spectral clustering algorithm based on ELM-AE feature representation[560-566]
WANG Lijuan1,2, DING Shifei1¡¡ [Abstract]¡¡Viewed(7462) ¡¡[PDF:3699KB]¡¡Downloaded(3172) ¡¡ [HTML]
DOI:10.11992/tis.202005021
Detection of underwater mine target in sidescan sonar image based on sample simulation and transfer learning[385-392]
SHENG Ziqi, HUO Guanying¡¡ [Abstract]¡¡Viewed(6158) ¡¡[PDF:3648KB]¡¡Downloaded(4011) ¡¡ [HTML]
DOI:10.11992/tis.202101030
Prediction of user financial behavior based on multi-way crossing[378-384]
CHENG Pengchao, DU Junping, XUE Zhe¡¡ [Abstract]¡¡Viewed(5098) ¡¡[PDF:4332KB]¡¡Downloaded(2729) ¡¡ [HTML]
DOI:10.11992/tis.202006054
Multi-robot active SLAM for observation fusion and attractor[371-377]
WANG Hebin1, GE Quanbo2, LIU Huaping3, YUAN Xiaohu4¡¡ [Abstract]¡¡Viewed(6574) ¡¡[PDF:8080KB]¡¡Downloaded(3617) ¡¡ [HTML]
DOI:10.11992/tis.202006019
Cold starts in collaborative filtering for federated recommender systems[178-185]
WANG Jianzong, XIAO Jing, ZHU Xinghua, LI Zeyuan¡¡ [Abstract]¡¡Viewed(6894) ¡¡[PDF:4592KB]¡¡Downloaded(3624) ¡¡ [HTML]
DOI:10.11992/tis.202009032
Investigation of multiple speech emotion classification algorithms based on data enhancement[170-177]
LI Qianqian1,2, SHEN Xiaoyan1, REN Fuji2, KANG Xin2¡¡ [Abstract]¡¡Viewed(5678) ¡¡[PDF:4995KB]¡¡Downloaded(3128) ¡¡ [HTML]
DOI:10.11992/tis.202103005
Active semantic recognition method based on spatial-temporal period pattern mining[162-169]
GUO Maozu1,2, SHAO Shoufei1,2, ZHAO Lingling3, LI Yang1,2¡¡ [Abstract]¡¡Viewed(5817) ¡¡[PDF:4958KB]¡¡Downloaded(3000) ¡¡ [HTML]
DOI:10.11992/tis.202012035
AGV active landform exploration and perception in an unknown outdoor environment[152-161]
ZHANG Wei1, GE Quanbo2, LIU Huaping3, SUN Fuchun3¡¡ [Abstract]¡¡Viewed(5571) ¡¡[PDF:4992KB]¡¡Downloaded(3427) ¡¡ [HTML]
DOI:10.11992/tis.202007025
An algorithm for aspect-based sentiment analysis based on dual features attention-over-attention[142-151]
XIAO Yuhan1, LIN Huiping1, WANG Quanbin2, TAN Ying2¡¡ [Abstract]¡¡Viewed(6580) ¡¡[PDF:4556KB]¡¡Downloaded(3724) ¡¡ [HTML]
DOI:10.11992/tis.202012024
Abnormal event detection method based on deep auto-encoder and self-updating sparse combination[1197-1203]
WANG Qianqian, MIAO Duoqian, ZHANG Yuanjian¡¡ [Abstract]¡¡Viewed(6147) ¡¡[PDF:4443KB]¡¡Downloaded(3295) ¡¡ [HTML]
DOI:10.11992/tis.202007003
Multi-commodity intelligent transaction system[1188-1196]
ZHOU Yongdong1, TU Xuyan2¡¡ [Abstract]¡¡Viewed(4699) ¡¡[PDF:3621KB]¡¡Downloaded(2489) ¡¡ [HTML]
DOI:10.11992/tis.201909007
Recognition of unknown materials in an open environment[1020-1027]
JIN Shaowei1,2, LIU Huaping3, WANG Bowen1,2, SUN Fuchun3¡¡ [Abstract]¡¡Viewed(5752) ¡¡[PDF:4768KB]¡¡Downloaded(3514) ¡¡ [HTML]
DOI:10.11992/tis.201903026
Energy-based structural least square twin support vector machine[1013-1019]
SHI Songhui1,2, DING Shifei1,2¡¡ [Abstract]¡¡Viewed(5586) ¡¡[PDF:3357KB]¡¡Downloaded(3140) ¡¡ [HTML]
DOI:10.11992/tis.201906030
Automatic selection method of non-maximum suppression threshold based on F1 score[1006-1012]
WANG Zhaoguo1, ZHANG Hongyun2, MIAO Duoqian2¡¡ [Abstract]¡¡Viewed(6493) ¡¡[PDF:4423KB]¡¡Downloaded(3504) ¡¡ [HTML]
DOI:10.11992/tis.202006056
Integrated navigation approach for the field mobile robot based on LiDAR/INS[804-810]
SONG Rui, FANG Yongchun, LIU Hui¡¡ [Abstract]¡¡Viewed(6933) ¡¡[PDF:4268KB]¡¡Downloaded(3544) ¡¡ [HTML]
DOI:10.11992/tis.202008026
Point cloud big data analysis and deep model research for line and slope fine-tuning[795-803]
HU Lei1, QIU Yunjun2, WANG Xizhao1, ZHANG Zhiyi3¡¡ [Abstract]¡¡Viewed(5534) ¡¡[PDF:5305KB]¡¡Downloaded(3316) ¡¡ [HTML]
DOI:10.11992/tis.201911027
Cascade broad learning for multi-modal material recognition[787-794]
WANG Zhaoxin1, XU Xinying1, LIU Huaping2,3, SUN Fuchun2,3¡¡ [Abstract]¡¡Viewed(6495) ¡¡[PDF:5024KB]¡¡Downloaded(3397) ¡¡ [HTML]
DOI:10.11992/tis.201908021
Bipartite consensus for multi-agent systems subject to time delays[780-786]
JI Xiukun1, XIE Guangming1,2, WEN Jiayan1, LUO Wenguang1¡¡ [Abstract]¡¡Viewed(6040) ¡¡[PDF:4596KB]¡¡Downloaded(3298) ¡¡ [HTML]
DOI:10.11992/tis.201908027
BERT named entity recognition model with self-attention mechanism[772-779]
MAO Mingyi1, WU Chen1, ZHONG Yixin2, CHEN Zhicheng2¡¡ [Abstract]¡¡Viewed(7881) ¡¡[PDF:4563KB]¡¡Downloaded(3795) ¡¡ [HTML]
DOI:10.11992/tis.202003003
Deep multi-modal fusion in object detection for autonomous driving[758-771]
ZHANG Xinyu1,2, ZOU Zhenhong1,2, LI Zhiwei1,2, LIU Huaping3, LI Jun1,2¡¡ [Abstract]¡¡Viewed(9446) ¡¡[PDF:4575KB]¡¡Downloaded(5087) ¡¡ [HTML]
DOI:10.11992/tis.202002010
Robust optimization design of an electrical cyber-physical system based on constrained cost[623-632]
CHEN Shiming, MA Fei, GAO Yanli¡¡ [Abstract]¡¡Viewed(5650) ¡¡[PDF:5001KB]¡¡Downloaded(3076) ¡¡ [HTML]
DOI:10.11992/tis.201812034
Leading of paradigm shift and undertaking of information conversion: theoretical essence of mechanism-based general AI[615-622]
ZHONG Yixin¡¡ [Abstract]¡¡Viewed(5740) ¡¡[PDF:2150KB]¡¡Downloaded(4688) ¡¡ [HTML]
DOI:10.11992/tis.202002019
Self-organizing feature map method for multi-target active perception of unmanned aerial vehicle systems[609-614]
WANG Huaxian1, HUA Rong1, LIU Huaping2, ZHAO Huailin1, SUN Fuchun2¡¡ [Abstract]¡¡Viewed(6509) ¡¡[PDF:5537KB]¡¡Downloaded(3651) ¡¡ [HTML]
DOI:10.11992/tis.201908022

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