《CAAI Transactions on Intelligence Technology》

作品数:472被引量:585H指数:10
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《CAAI Transactions on Intelligence Technology》
主办单位:中国人工智能学会;重庆理工大学
最新期次:2024年6期更多>>
发文主题:BASED_ONNETWORKLEARNINGBASEDDEEP更多>>
发文领域:自动化与计算机技术文化科学理学电子电信更多>>
发文基金:国家自然科学基金中国博士后科学基金国家高技术研究发展计划广东省自然科学基金更多>>
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A novel myocarditis detection combining deep reinforcement learning and an improved differential evolution algorithm
《CAAI Transactions on Intelligence Technology》2024年第6期1347-1360,共14页Jing Yang Touseef Sadiq Jiale Xiong Muhammad Awais Uzair Aslam Bhatti Roohallah Alizadehsani Juan Manuel Gorriz 
Myocarditis is a serious cardiovascular ailment that can lead to severe consequences if not promptly treated.It is triggered by viral infections and presents symptoms such as chest pain and heart dysfunction.Early det...
关键词:CLASSIFICATION differential evolution MYOCARDITIS reinforcement learning 
Optimisation of sparse deep autoencoders for dynamic network embedding
《CAAI Transactions on Intelligence Technology》2024年第6期1361-1376,共16页Huimei Tang Yutao Zhang Lijia Ma Qiuzhen Lin Liping Huang Jianqiang Li Maoguo Gong 
National Natural Science Foundation of China,Grant/Award Numbers:62173236,61876110,61806130,61976142,82304204.
Network embedding(NE)tries to learn the potential properties of complex networks represented in a low-dimensional feature space.However,the existing deep learningbased NE methods are time-consuming as they need to tra...
关键词:deep autoencoder dynamic networks low-dimensional feature space network embedding sparse structure 
A dual benchmarking study of facial forgery and facial forensics
《CAAI Transactions on Intelligence Technology》2024年第6期1377-1397,共21页Minh Tam Pham Thanh Trung Huynh Thanh Tam Nguyen Thanh Toan Nguyen Thanh Thi Nguyen Jun Jo Hongzhi Yin Quoc Viet Hung Nguyen 
QuỹĐổi mới sáng tạo Vingroup,Grant/Award Number:VINIF.2020.ThS.BK.10。
In recent years,visual facial forgery has reached a level of sophistication that humans cannot identify fraud,which poses a significant threat to information security.A wide range of malicious applications have emerge...
关键词:BENCHMARK deepfake digital forensics visual facial forgery 
SACNN-IDS: A self-attention convolutional neural network for intrusion detection in industrial internet of things
《CAAI Transactions on Intelligence Technology》2024年第6期1398-1411,共14页Mimonah Al Qathrady Safi Ullah Mohammed S.Alshehri Jawad Ahmad Sultan Almakdi Samar M.Alqhtani Muazzam A.Khan Baraq Ghaleb 
Deputy for Research and Innovation-Ministry of Education,Kingdom of Saudi Arabia,Grant/Award Number:NU/IFC/02/SERC/-/31;Institutional Funding Committee at Najran University,Kingdom of Saudi Arabia。
Industrial Internet of Things(IIoT)is a pervasive network of interlinked smart devices that provide a variety of intelligent computing services in industrial environments.Several IIoT nodes operate confidential data(s...
关键词:convolutional neural network deep learning industrial internet of things intrusion detection self-attention 
A systematic mapping to investigate the application of machine learning techniques in requirement engineering activities
《CAAI Transactions on Intelligence Technology》2024年第6期1412-1434,共23页Shoaib Hassan Qianmu Li Khursheed Aurangzeb Affan Yasin Javed Ali Khan Muhammad Shahid Anwar 
Research Center of the College of Computer and Information Sciences,King Saud University,Grant/Award Number:RSPD2024R947;King Saud University。
Over the past few years,the application and usage of Machine Learning(ML)techniques have increased exponentially due to continuously increasing the size of data and computing capacity.Despite the popularity of ML tech...
关键词:data sources machine learning requirement engineering supervised learning algorithms 
Integer wavelet transform-based secret image sharing using rook polynomial and hamming code with authentication
《CAAI Transactions on Intelligence Technology》2024年第6期1435-1450,共16页Sara Charoghchi Zahra Saeidi Samaneh Mashhadi 
Iran National Science Foundation,Grant/Award Number:99009224。
As an effective way to securely transfer secret images,secret image sharing(SIS)has been a noteworthy area of research.Basically in a SIS scheme,a secret image is shared via shadows and could be reconstructed by havin...
关键词:hamming code homogeneous linear recursion IWT rook polynomial (t n)-secret image sharing 
OSFS-Vague: Online streaming feature selection algorithm based on vague set
《CAAI Transactions on Intelligence Technology》2024年第6期1451-1466,共16页Jie Yang Zhijun Wang Guoyin Wang Yanmin Liu Yi He Di Wu 
Science and Technology Project of Zunyi,Grant/Award Number:ZSKRPT[2023]3;Excellent Young Scientific and Technological Talents Foundation of Guizhou Province,Grant/Award Number:QKHplatform talent(2021)5627;Science and Technology Top Talent Project of Guizhou Education Department,Grant/Award Number:QJJ2022(088);the Guizhou Provincial Department of Education Colleges and Universities Science and Technology Innovation Team,Grant/Award Number:QJJ[2023]084;National Natural Science Foundation of China,Grant/Award Numbers:62066049,62221005,61936001,62176070;Department of Education of Guizhou Province,Grant/Award Number:QJJ[2023]084;Science and Technology Foundation of State Grid Corporation of China,Grant/Award Number:1400-202357341A-1-1-ZN。
Online streaming feature selection(OSFS),as an online learning manner to handle streaming features,is critical in addressing high-dimensional data.In real big data-related applications,the patterns and distributions o...
关键词:feature selection online feature selection three-way decision vague set 
Analysis of anomalous behaviour in network systems using deep reinforcement learning with convolutional neural network architecture
《CAAI Transactions on Intelligence Technology》2024年第6期1467-1484,共18页Mohammad Hossein Modirrousta Parisa Forghani Arani Reza Kazemi Mahdi Aliyari-Shoorehdeli 
To gain access to networks,various intrusion attack types have been developed and enhanced.The increasing importance of computer networks in daily life is a result of our growing dependence on them.Given this,it is gl...
关键词:deep reinforcement learning intrusion detection Q-LEARNING transferability 
4D foetal cardiac ultrasound image detection based on deep learning with weakly supervised localisation for rapid diagnosis of evolving hypoplastic left heart syndrome
《CAAI Transactions on Intelligence Technology》2024年第6期1485-1499,共15页Gang Wang Weisheng Li Mingliang Zhou Haobo Zhu Guang Yang Choon Hwai Yap 
Natural Science Foundation of Chongqing Municipality,Grant/Award Numbers:2023NSCQLZX0045,CSTB2022NSCQ-MSX0436 and cstc202;China Postdoctoral Science Foundation,Grant/Award Number:2023M740741;National Natural Science Foundation of China,Grant/Award Numbers:62331008,62176027,62027827,62221005 and 622760;Natural Science Foundation of Ningbo Municipality,Grant/Award Number:2023J280;Zhejiang Province Postdoctoral Research Funding Project,Grant/Award Number:ZJ2023008;Ningbo Key R&D Program,Grant/Award Number:2023Z231。
Hypoplastic left heart syndrome(HLHS)is a rare,complex,and incredibly foetal congenital heart disease.To decrease neonatal mortality,evolving HLHS(eHLHS)in pregnant women should be critically diagnosed as soon as poss...
关键词:4D deep learning fetal cardiac ultrasound hypoplastic left heart syndrome weakly-supervised learning 
Sequential selection and calibration of video frames for 3D outdoor scene reconstruction
《CAAI Transactions on Intelligence Technology》2024年第6期1500-1514,共15页Weilin Sun Manyi Li Peng Li Xiao Cao Xiangxu Meng Lei Meng 
National Key R&D Program of China,Grant/Award Number:2021YFC3300203;TaiShan Scholars Program,Grant/Award Number:tsqn202211289;Oversea Innovation Team Project of the“20 Regulations for New Universities”funding program of Jinan,Grant/Award Number:2021GXRC073;Excellent Youth Scholars Program of Shandong Province,Grant/Award Number:2022HWYQ-048。
3D scene understanding and reconstruction aims to obtain a concise scene representation from images and reconstruct the complete scene,including the scene layout,objects bounding boxes and shapes.Existing holistic sce...
关键词:3D outdoor scene reconstruction 3D scene understanding multi-view fusion 
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