papers list CAAI Transactions on Intelligent Systems

Vol.16,No.6,2021

Foreword

Prospect of artificial intelligence application in petroleum exploration and development[0-0]

LIU He ��[Abstract]��Viewed(3938) ��[PDF:543KB]��Downloaded(2351) ��[HTML]

DOI:10.11992/tis.202111007

Machine Learning

Unsupervised domain adaptation algorithm based on classification discrepancy and information entropy[999-1006]

LI Qingyong¹, HE Jun^1,2, ZHANG Chunxiao¹ ��[Abstract]��Viewed(5238) ��[PDF:4489KB]��Downloaded(2522) ��[HTML]

DOI:10.11992/tis.202010020

Diversity sample selection method of multiview active learning classification[1007-1014]

CHEN Liwei, FANG He, ZHU Haifeng ��[Abstract]��Viewed(4428) ��[PDF:4924KB]��Downloaded(2368) ��[HTML]

DOI:10.11992/tis.202007037

Apex frame microexpression recognition based on dual attention model and transfer learning[1015-1020]

XU Wei¹, ZHENG Hao², YANG Zhongxue² ��[Abstract]��Viewed(6480) ��[PDF:4749KB]��Downloaded(2780) ��[HTML]

DOI:10.11992/tis.202010031

Classification of the functional magnetic resonance image of autism based on 4D convolutional neural network[1021-1029]

GUO Lei¹, WANG Jun², DING Weichang², PAN Xiang¹, DENG Zhaohong¹, SHI Jun², WANG Shitong¹ ��[Abstract]��Viewed(5477) ��[PDF:4960KB]��Downloaded(2230) ��[HTML]

DOI:10.11992/tis.202009022

Machine Perception and Pattern Recognition

Diversity measuring method of a convolutional neural network ensemble[1030-1038]

TANG Liying¹, HE Lile¹, HE Lin², QU Dongdong¹ ��[Abstract]��Viewed(3850) ��[PDF:4372KB]��Downloaded(1864) ��[HTML]

DOI:10.11992/tis.202011023

Feature selection simultaneous localization and mapping algorithm incorporating attention and anticipation[1039-1044]

ZENG Yujing^1,2,3,4, JIANG Yong^2,3,4 ��[Abstract]��Viewed(4039) ��[PDF:3491KB]��Downloaded(2768) ��[HTML]

DOI:10.11992/tis.202010036

Research on real-time vision measurement algorithm of shipborne aircraft pose[1045-1055]

ZHU Qidan, LI Xiaotong, ZHENG Tianhao ��[Abstract]��Viewed(4609) ��[PDF:5185KB]��Downloaded(2237) ��[HTML]

DOI:10.11992/tis.202103014

Improved Faster R-CNN vehicle instrument pointer real-time detection algorithm[1056-1063]

WU Xiru, QIU Taotao ��[Abstract]��Viewed(3838) ��[PDF:4123KB]��Downloaded(2084) ��[HTML]

DOI:10.11992/tis.202011003

Intelligent Systems

Vehicle maintenance spare-part prediction for equipment use plan[1064-1072]

LI Fengyue¹, QI Xiaogang¹, BAN Liming², LI Jianhua², SUO Wenkai² ��[Abstract]��Viewed(3725) ��[PDF:4311KB]��Downloaded(1974) ��[HTML]

DOI:10.11992/tis.202012026

Masked face image synthesis based on a generative adversarial network[1073-1080]

JIANG Yi, LYU Rongzhen, LIU Mingzhu, HAN Chuang ��[Abstract]��Viewed(4892) ��[PDF:15251KB]��Downloaded(2238) ��[HTML]

DOI:10.11992/tis.202012010

An antagonistic image shadow removal algorithm based on dilated convolution and attention mechanism[1081-1089]

LIU Wanjun, TONG Chang, QU Haicheng ��[Abstract]��Viewed(4086) ��[PDF:4818KB]��Downloaded(1746) ��[HTML]

DOI:10.11992/tis.202011022

Research on flash memory channel detection technology based on convolutional neural network[1090-1097]

HU Haihua, HAN Guojun, ZHANG Xiaoyi ��[Abstract]��Viewed(3997) ��[PDF:4885KB]��Downloaded(1873) ��[HTML]

DOI:10.11992/tis.202010029

Knowledge Engineering

Target detection based on bidirectional feature fusion and an attention mechanism[1098-1105]

ZHAO Wenqing^1,2, YANG Panpan¹ ��[Abstract]��Viewed(4687) ��[PDF:3579KB]��Downloaded(2259) ��[HTML]

DOI:10.11992/tis.202012029

Temperature monitoring method of the main bearing of wind turbine based on AC-GAN data reconstruction[1106-1116]

YIN Shi^1,2, HOU Guolian², HU Xiaodong², ZHOU Jiwei¹ ��[Abstract]��Viewed(4306) ��[PDF:5030KB]��Downloaded(1925) ��[HTML]

DOI:10.11992/tis.202009020

A collaborative filtering recommendation method for online learning resources incorporating the learner model[1117-1125]

LIU Fang¹, TIAN Feng¹, LI Xin², LIN Lin¹ ��[Abstract]��Viewed(3982) ��[PDF:4878KB]��Downloaded(2073) ��[HTML]

DOI:10.11992/tis.202009005

Fundamentals of Artificial intelligence

Estimation of transcription variant expression level based on multi-condition multi-sample RNA-Seq data[1126-1135]

ZHANG Li¹, MA Yue², WU Dongyang¹ ��[Abstract]��Viewed(3389) ��[PDF:5088KB]��Downloaded(1928) ��[HTML]

DOI:10.11992/tis.202101028

System fault entropy model and its time-varying based on linear entropy[1136-1142]

CUI Tiejun¹, LI Shasha² ��[Abstract]��Viewed(3709) ��[PDF:3353KB]��Downloaded(1862) ��[HTML]

DOI:10.11992/tis.202006034

Policy Interpretation

The NSFC funding situations and disciplinary development prospects of artificial intelligence in 2021[1166-1171]

WU Guozheng¹, XIAO Bin^1,2, ZHAO Ruizhen¹, CHEN Ting¹ ��[Abstract]��Viewed(13896) ��[PDF:4116KB]��Downloaded(5099) ��[HTML]

DOI:10.11992/tis.202111003

Reviews

A research review of high-dimensional data publishing based on a differential privacy model[989-998]

ZHANG Xing, CHEN Hao ��[Abstract]��Viewed(6309) ��[PDF:3406KB]��Downloaded(3335) ��[HTML]

DOI:10.11992/tis.202104023

Forum of Recipients of Wu Wenjun Artificial Intelligence Science and Technology Award

Matching with agreement for cross-modal image-text retrieval[1143-1150]

GONG Dahan^1,2, CHEN Hui^2,3, CHEN Shijiang⁴, BAO Yongjun⁵, DING Guiguang^1,2 ��[Abstract]��Viewed(4812) ��[PDF:4772KB]��Downloaded(2109) ��[HTML]

DOI:10.11992/tis.202108013

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(4066) ��[PDF:4299KB]��Downloaded(1977) ��[HTML]

DOI:10.11992/tis.202104001

A visual collaborative analysis method for detecting illegal driving behavior[1158-1165]

GAO Shangbing^1,2, HUANG Zihe¹, GENG Xuan¹, ZANG Chen¹, Shen Xiaokun¹ ��[Abstract]��Viewed(4860) ��[PDF:4157KB]��Downloaded(2329) ��[HTML]

DOI:10.11992/tis.202101024