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

  1. A prediction model of the sum of container based on combined BP neural network and SVM
    Min-jie Ding, Shao-zhong Zhang, Hai-dong Zhong, Yao-hui Wu, Liang-bin Zhang
    Vol. 15, No. 2, pp. 305-319, Apr. 2019
    10.3745/JIPS.04.0107

    Keywords: BP Neural Network, Grey Relational Analysis, Sum of Container Prediction, Support Vector Machine

  2. 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

  3. Small Sample Face Recognition Algorithm based on Novel Siamese Network
    Jianming Zhang, Xiaokang Jin, Yukai Liu, Arun Kumar Sangaiah, Jin Wang
    Vol. 14, No. 6, pp. 1464-1479, Dec. 2018
    10.3745/JIPS.02.0101

    Keywords: Convolutional Neural Network, Face recognition, Loss Function, Siamese Network, Small Sample

  4. Cross-Validation Probabilistic Neural Network Based Face Identification
    Abdelhadi Lotfi, Abdelkader Benyettou
    Vol. 14, No. 5, pp. 1075-1086, Oct. 2018
    10.3745/JIPS.04.0085

    Keywords: biometrics, Classification, Cross-Validation, Face Identification, Optimization, Probabilistic Neural Networks

  5. 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

  6. Convolutional Neural Network Based Multi-feature Fusion for Non-rigid 3D Model Retrieval
    Hui Zeng, Yanrong Liu, Siqi Li, JianYong Che, Xiuqing Wang
    Vol. 14, No. 1, pp. 176-190, Feb. 2018
    10.3745/JIPS.04.0058

    Keywords: Convolutional Neural Network, HKS, Multi-Feature Fusion, Non-rigid 3D Model, WKS

  7. 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

  8. 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

  9. Wireless Channel Identification Algorithm Based on Feature Extraction and BP Neural Network
    Dengao Li*, Gang Wu, Jumin Zhao, Wenhui Niu, Qi Liu
    Vol. 13, No. 1, pp. 141-151, Feb. 2017
    10.3745/JIPS.03.0063
    Keywords: BP Neural Network, Channel Identification, feature extraction, Wireless Communication

  10. Number Plate Detection with a Multi-Convolutional Neural Network Approach with Optical Character Recognition for Mobile Devices
    Christian Gerber, Mokdong Chung
    Vol. 12, No. 1, pp. 100-108, Mar. 2016
    10.3745/JIPS.04.0022
    Keywords: Convolutional Neural Network, Number Plate Detection, OCR

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

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