Digital Library


Search: "[ keyword: Neural Network ]" (52)

  1. TsCNNs-Based Inappropriate Image and Video Detection System for a Social Network
    Youngsoo Kim, Taehong Kim, Seong-eun Yoo
    Vol. 18, No. 5, pp. 677-687, Oct. 2022
    10.3745/JIPS.04.0253

    Keywords: CNN, Intelligent Image and Video Detection System, Tree-Structured Convolutional Neural Networks (TsCNNs)

  2. Building Change Detection Using Deep Learning for Remote Sensing Images
    Chang Wang, Shijing Han, Wen Zhang, Shufeng Miao
    Vol. 18, No. 4, pp. 587-598, Aug. 2022
    10.3745/JIPS.02.0180

    Keywords: Deep neural network (DNN), Difference Image, Frequency-Domain Significance, fuzzy c-means

  3. A Deep Learning Approach for Identifying User Interest from Targeted Advertising
    Wonkyung Kim, Kukheon Lee, Sangjin Lee, Doowon Jeong
    Vol. 18, No. 2, pp. 245-257, Apr. 2022
    10.3745/JIPS.03.0175

    Keywords: Convolutional Neural Network (CNN), Deep Learning, Digital Forensics, User Interest, User Profiling

  4. A Novel Framework Based on CNN-LSTM Neural Network for Prediction of Missing Values in Electricity Consumption Time-Series Datasets
    Syed Nazir Hussain, Azlan Abd Aziz, Md. Jakir Hossen, Nor Azlina Ab Aziz, G. Ramana Murthy, Fajaruddin Bin Mustakim
    Vol. 18, No. 1, pp. 115-129, Feb. 2022
    10.3745/JIPS.04.0235

    Keywords: CNN-LSTM Neural Network, Electricity Consumption Prediction, Large Gaps of Missing Values, Prediction of Missing Values in Time-Series Data, smart home system

  5. User-to-User Matching Services through Prediction of Mutual Satisfaction Based on Deep Neural Network
    Jinah Kim, Nammee Moon
    Vol. 18, No. 1, pp. 75-88, Feb. 2022
    10.3745/JIPS.04.0234

    Keywords: Convolutional Neural Network (CNN), Deep Learning, Deep neural network (DNN), Matching Service, Recommender Service

  6. A Video Expression Recognition Method Based onMulti-mode Convolution Neural Network andMultiplicative Feature Fusion
    Qun Ren
    Vol. 17, No. 3, pp. 556-570, Jun. 2021
    10.3745/JIPS.02.0156

    Keywords: facial expression recognition, Multi-Mode Deep Learning, Multiplicative Fusion, Optical Flow Method, Spatial Convolutional Neural Network, Time Convolutional Neural Network

  7. A Facial Expression Recognition Method Using Two-Stream Convolutional Networks in Natural Scenes
    Lixin Zhao
    Vol. 17, No. 2, pp. 399-410, Apr. 2021
    10.3745/JIPS.01.0070

    Keywords: Attentional Mechanism, Confrontational Learning, Double Flow Convolutional Neural Network, Image Preprocessing, Natural Scene Expression Recognition

  8. Industrial Process Monitoring and Fault Diagnosis Based on Temporal Attention Augmented Deep Network
    Ke Mu, Lin Luo, Qiao Wang, Fushun Mao
    Vol. 17, No. 2, pp. 242-252, Apr. 2021
    10.3745/JIPS.04.0211

    Keywords: Deep Learning, Online Fault Classification, Recurrent Neural Networks, Temporal Attention Mechanism

  9. Video Expression Recognition Method Based on Spatiotemporal Recurrent Neural Network and Feature Fusion
    Xuan Zhou
    Vol. 17, No. 2, pp. 337-351, Apr. 2021
    10.3745/JIPS.01.0067

    Keywords: Double Layer Cascade Structure, facial expression recognition, feature fusion, Image Detection, Spatiotemporal Recursive Neural Network

  10. Residual Learning Based CNN for Gesture Recognition in Robot Interaction
    Hua Han
    Vol. 17, No. 2, pp. 385-398, Apr. 2021
    10.3745/JIPS.01.0072

    Keywords: Convolutional Neural Network, Feature Redundancy, Full Connection Layer, Gesture Recognition, Human- Computer Interaction, residual learning

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JIPS Awards 2023


Most-cited Paper
RAVIP: Real-Time AI Vision Platform for Heterogeneous Multi-Channel Video Stream
Jeonghun Lee and Kwang-il Hwang* (INCHEON NATIONAL UNIVERSITY)

* 2021.1.1~2023.10.31

Most-published Paper (Corresponding Author)
Ruirui Zhang (Sichuan Agricultural University, China)

* 2021.1.1~2023.10.31

Excellent Service Award (Associate Editor Activity)
Yan Li (Inha University, Korea)

JIPS Awards 2022


Most-cited Paper
SkelGAN: A Font Image Skeletonization Method
Debbie Honghee Ko, Ammar Ul Hassan, Saima Majeed, Jaeyoung Choi*(Soongsil University)

* 2021.1.1~2022.10.31

Most-published Paper (Corresponding Author)
Jin Gon Shon (Korea National Open University, Korea)

* 2021.1.1~2022.10.31

Excellent Service Award (Associate Editor Activity)
Yeongwook Yang (Hanshin University, Korea)

JIPS Awards 2021


Most-cited Paper
"Big IoT Healthcare Data Analytics Framework Based on Fog and Cloud Computing"
Hamoud Alshammari, Sameh Abd El-Ghany, and Abdulaziz Shehab* (Jouf University, Saudi Arabia)

* 2020. 10.1 ~ 2021. 12. 31

Publication (Corresponding Author)
Yoojae Won (Chungnam National University, Korea)

* 2020. 12.1 ~ 2021. 12. 31

AE Activity
Jungho Kang (Baewha Women's University, Korea)

JIPS Awards 2020


Most-cited Paper
"Cyber Kill Chain-Based Taxonomy of Advanced Persistent Threat Actors: Analogy of Tactics, Techniques, and Procedures"
Pooneh Nikkhah Bahrami, Ali Dehghantanha, Tooska Dargahi, Reza M. Parizi, Kim-Kwang Raymond Choo*, Hamid H. S. Javadi (University of Texas at San Antonio)

* 2019. 1.1 ~ 2020. 8. 31

Publication (Corresponding Author)
Guoqing Xu (Nanyang Institute of Technology, China)
Liquan zhao (Northeast Electric Power University, China)

* 2019. 1.1 ~ 2020. 10. 31

AE Activity
Ji Su Park (Jeonju University, Korea)

The 2nd Journal of Information Processing Systems Awards (2018)


Most-cited Paper
"Block-VN: A Distributed Blockchain Based Vehicular Network Architecture in Smart City"
Pradip Kumar Sharma, Seo Yeon Moon and Jong Hyuk Park (Seoul National University of Science and Technology, Korea)

Publication (Corresponding Author)
Chengyou Wang (Shangdong University, China)

AE Activity
Yunsick Sung (Dongguk University, Korea)

JIPS Awards 2017


Most-cited Paper
"Mitigating Threats and Security Metrics in Cloud Computing" Jayaprakash Kar and Manoj Ranjan Mishra (King Abdulaziz University, Saudi Arabia)

Publication (Corresponding Author)
Jeong-Joon Kim (Korea Polytechnic University, Korea)

AE Activity
Byoung Wook Kim (Korea University, Korea)

Publications


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All publications of JIPS are indexed in ESCI (a new Web of Science index of Thomson Reuters), SCOPUS, DOI, DBLP, EI COMPENDEX, EBSCO, Google Scholar, and Crossref.

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JIPS is also selected as the Journal for Accreditation by NRF (National Research Foundation of Korea).

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