Digital Library


Search: "[ keyword: deep neural network ]" (9)

  1. Network Intrusion Detection Using Transformer and BiGRU-DNN in Edge Computing
    Huijuan Sun
    Vol. 20, No. 4, pp. 458-476, Aug. 2024
    10.3745/JIPS.01.0106

    Keywords: Bi-directional Gated Recurrent Unit, Class Imbalance, deep neural network, Edge Computing, Network intrusion detection, Transformer-Encoder

  2. Improved Character-Based Neural Network for POS Tagging on Morphologically Rich Languages
    Samat Ali, Alim Murat
    Vol. 19, No. 3, pp. 355-369, Jun. 2023
    10.3745/JIPS.02.0197

    Keywords: Character Representation, deep neural network, Morphologically Rich Language, POS Tagging

  3. 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

  4. 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

  5. Multimodal Context Embedding for Scene Graph Generation
    Gayoung Jung, Incheol Kim
    Vol. 16, No. 6, pp. 1250-1260, Dec. 2020
    10.3745/JIPS.02.0147

    Keywords: deep neural network, Multimodal Context, Relationship Detection, Scene Graph Generation

  6. Video Captioning with Visual and Semantic Features
    Sujin Lee, Incheol Kim
    Vol. 14, No. 6, pp. 1318-1330, Dec. 2018
    10.3745/JIPS.02.0098

    Keywords: Attention-Based Caption Generation, Deep Neural Networks, Semantic Feature, Video Captioning

  7. DeepAct: A Deep Neural Network Model for Activity Detection in Untrimmed Videos
    Yeongtaek Song, Incheol Kim
    Vol. 14, No. 1, pp. 150-161, Feb. 2018
    10.3745/JIPS.04.0059

    Keywords: Activity Detection, Bi-directional LSTM, Deep Neural Networks, Untrimmed Video

  8. A CTR Prediction Approach for Text Advertising Based on the SAE-LR Deep Neural Network
    Zilong Jiang, Shu Gao, Wei Dai
    Vol. 13, No. 5, pp. 1052-1070, Oct. 2017
    10.3745/JIPS.02.0069
    Keywords: deep neural network, Machine Learning, Text Advertising, SAE-LR

  9. Deep Learning in Genomic and Medical Image Data Analysis: Challenges and Approaches
    Ning Yu, Zeng Yu, Feng Gu, Tianrui Li, Xinmin Tian, Yi Pan
    Vol. 13, No. 2, pp. 204-214, Apr. 2017
    10.3745/JIPS.04.0029
    Keywords: Bioinformatics, Deep Learning, Deep Neural Networks, DNA Genome Analysis, Image Data Analysis, Machine Learning, lincRNA

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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)

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