papers list CAAI Transactions on Intelligent Systems

Vol.17,No.3,2022

Foreword

A new generation of ocean monitoring technology��integrated intelligent observation buoy[447-447]

WANG Juncheng ��[Abstract]��Viewed(1942) ��[PDF:216KB]��Downloaded(1851) ��[HTML]

DOI:10.11992/tis.202204028

Hot Spots and Comments

Brief review on ten questions and answers for the new generation of artificial intelligences[653-659]

LI Xiangyang, WU Feng ��[Abstract]��Viewed(1593) ��[PDF:3538KB]��Downloaded(1530) ��[HTML]

DOI:10.11992/tis.202205011

Machine Learning

Hybrid flowshop scheduling with missing operations and unrelated machines[459-470]

XUAN Hua, FAN Yinge, LI Bing ��[Abstract]��Viewed(2150) ��[PDF:4885KB]��Downloaded(1668) ��[HTML]

DOI:10.11992/tis.202103006

Two classes of LOO uniform stability and generalization bounds of ontology learning algorithm[471-479]

ZHU Linli^1,2, HUA Gang¹, GAO Wei³ ��[Abstract]��Viewed(2016) ��[PDF:4238KB]��Downloaded(1630) ��[HTML]

DOI:10.11992/tis.202101015

Application of improved EMD-GRU hybrid model in runoff forecasting[480-487]

LIU Yang, WANG Lihu, YANG Libo, LIU Xuemei ��[Abstract]��Viewed(2443) ��[PDF:4995KB]��Downloaded(1621) ��[HTML]

DOI:10.11992/tis.202105010

Federated learning with implicit stochastic gradient descent optimization[488-495]

DOU Yonggan^1,2, YUAN Xiaotong^1,2 ��[Abstract]��Viewed(2889) ��[PDF:3558KB]��Downloaded(1292) ��[HTML]

DOI:10.11992/tis.202106029

Fault detection method and its application using GAN with an encoded input[496-505]

WU Xiaodong, XIONG Weili ��[Abstract]��Viewed(2254) ��[PDF:4656KB]��Downloaded(1235) ��[HTML]

DOI:10.11992/tis.202102003

Prediction of strip crown based on support vector machine and neural network[506-514]

LIU Minghua, ZHANG Qiang ��[Abstract]��Viewed(3082) ��[PDF:3778KB]��Downloaded(1513) ��[HTML]

DOI:10.11992/tis.202101002

Machine Perception and Pattern Recognition

Near-duplicate document image retrieval based on three-stream convolutional Siamese network[515-522]

XU Boxiang, LIU Li, QIU Taorong ��[Abstract]��Viewed(2748) ��[PDF:6726KB]��Downloaded(1696) ��[HTML]

DOI:10.11992/tis.202105018

Automatic sleep staging model based on the bi-directional LSTM convolutional network and attention mechanism[523-530]

LI Qianyu¹, WANG Bei¹, JIN Jing¹, ZHANG Tao², WANG Xingyu¹ ��[Abstract]��Viewed(3193) ��[PDF:4749KB]��Downloaded(1404) ��[HTML]

DOI:10.11992/tis.202103013

Emotional EEG signal recognition method using multi-path graph attention network[531-539]

LI Jingcong, PAN Weijian, LIN Zhenyuan, CHEN Xichang, PAN Jiahui ��[Abstract]��Viewed(3226) ��[PDF:5136KB]��Downloaded(1744) ��[HTML]

DOI:10.11992/tis.202107003

Finite-time trajectory tracking control based on an adaptive neural network for a quadrotor UAV[540-546]

JI Xiaoming¹, WEN Huaihai² ��[Abstract]��Viewed(2483) ��[PDF:3926KB]��Downloaded(1563) ��[HTML]

DOI:10.11992/tis.202104019

Intelligent Systems

Network representation learning using graph convolution ensemble[547-555]

CHANG Xingong, WANG Jinjue ��[Abstract]��Viewed(2338) ��[PDF:3993KB]��Downloaded(1655) ��[HTML]

DOI:10.11992/tis.202107048

Batch scheduling algorithm for flexible machining and assemblyjob shop when the machine breaks down[556-567]

LIU Dong, SONG Yuchuan, YANG Yunfan, LEI Qi ��[Abstract]��Viewed(2129) ��[PDF:5408KB]��Downloaded(1509) ��[HTML]

DOI:10.11992/tis.202101038

System fault pattern recognition based on the connection number and attribute polygon[568-575]

CUI Tiejun¹, LI Shasha² ��[Abstract]��Viewed(2254) ��[PDF:3234KB]��Downloaded(1607) ��[HTML]

DOI:10.11992/tis.202011019

Doppler positioning inversion model of a satellite-based data collection system[576-584]

LI Shenyang¹, CAI Xia^1,2, SUN Congrong³, WANG Haitao⁴, CUI He^1,2 ��[Abstract]��Viewed(2016) ��[PDF:5457KB]��Downloaded(1373) ��[HTML]

DOI:10.11992/tis.202104007

Fundamentals of Artificial intelligence

Generalized intuitionistic fuzzy probabilistic rough set models on two universes and their applications[585-592]

LIANG Meishe¹, MI Jusheng², ZHANG Shaopu¹ ��[Abstract]��Viewed(2163) ��[PDF:4306KB]��Downloaded(1491) ��[HTML]

DOI:10.11992/tis.202106025

Zero-shot image classification method combining VAE and StackGAN[593-601]

ZHANG Ji¹, CAO Yi¹, WANG Yaru², ZHAO Wenqing¹, ZHAI Yongjie² ��[Abstract]��Viewed(2840) ��[PDF:4830KB]��Downloaded(1825) ��[HTML]

DOI:10.11992/tis.202107012

Improved atom search optimization by combining amplitude random compensation and step size evolution mechanism[602-616]

LIU Wei^1,2,3, GUO Zhiqing^1,2,3, LIU Guangwei⁴, JIN Bao^1,2,3, WANG Dong⁴ ��[Abstract]��Viewed(2260) ��[PDF:5196KB]��Downloaded(1598) ��[HTML]

DOI:10.11992/tis.202103033

Dean Forum on Artificial Intelligence

Temperature value recognition algorithm for the infrared image of power equipment[617-624]

WANG Kaixuan^1,2, REN Fuji², NI Hongjun¹, LYU Shuaishuai¹, WANG Xingxing¹ ��[Abstract]��Viewed(2674) ��[PDF:5268KB]��Downloaded(1777) ��[HTML]

DOI:10.11992/tis.202105043

A kernel contextual bandit recommendation algorithm[625-633]

WANG Ding¹, MEN Changqian¹, WANG Wenjian^1,2 ��[Abstract]��Viewed(2247) ��[PDF:4536KB]��Downloaded(1362) ��[HTML]

DOI:10.11992/tis.202105039

A lightweight intrusion detection algorithm for hazardous areas in oilfields[634-642]

TIAN Feng, BAI Xinyu, LIU Fang, JIANG Wenwen ��[Abstract]��Viewed(2256) ��[PDF:5211KB]��Downloaded(1528) ��[HTML]

DOI:10.11992/tis.202107033

Infrared and visible image fusion combined with brightness perception and dense convolution[643-652]

QU Haicheng¹, WANG Yuping¹, XIE Mengting¹, XIAO Wei² ��[Abstract]��Viewed(2318) ��[PDF:5056KB]��Downloaded(1484) ��[HTML]

DOI:10.11992/tis.202104004

Reviews

Research status of multicenter maintenance task assignment[448-458]

QI Xiaogang¹, ZHANG Zhonghua², SONG Weixing³, LIU Shengyu¹, LIU Lifang⁴ ��[Abstract]��Viewed(3123) ��[PDF:4929KB]��Downloaded(2032) ��[HTML]

DOI:10.11992/tis.202109008