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Search: "[ keyword: Deep Learning ]" (37)

  1. Improved Deep Residual Network forApple Leaf Disease Identification
    Changjian Zhou, Jinge Xing
    Vol. 17, No. 6, pp. 1115-1126, Dec. 2021
    10.3745/JIPS.04.0228

    Keywords: Agricultural Artificial Intelligence, computer vision, Deep Learning

  2. Cross-Domain Text Sentiment Classification Method Based on the CNN-BiLSTM-TE Model
    Yuyang Zeng, Ruirui Zhang, Liang Yang, Sujuan Song
    Vol. 17, No. 4, pp. 818-833, Aug. 2021
    10.3745/JIPS.04.0221

    Keywords: "Bidirectional Long Short-Term Memory, Convolutional Neural Network, Deep Learning, sentiment analysis, Topic Extraction"

  3. Audio and Video Bimodal Emotion Recognition in Social Networks Based on Improved AlexNet Network and Attention Mechanism
    Min Liu, Jun Tang
    Vol. 17, No. 4, pp. 754-771, Aug. 2021
    10.3745/JIPS.02.0161

    Keywords: AlexNet Networks, Attention Mechanism, Concordance Correlation Coefficient, Deep Learning, Feature Layer Fusion, Multimodal Emotion Recognition, Social Networks

  4. Digital Signage System Based on IntelligentRecommendation Model in Edge Environment:The Case of Unmanned Store
    Kihoon Lee, Nammee Moon
    Vol. 17, No. 3, pp. 599-614, Jun. 2021
    10.3745/JIPS.02.0157

    Keywords: Correlation Analysis, Deep Learning, Digital Signage, Edge Computing, Recommended System

  5. Secure Object Detection Based on Deep Learning
    Keonhyeong Kim, Im Young Jung
    Vol. 17, No. 3, pp. 571-585, Jun. 2021
    10.3745/JIPS.03.0161

    Keywords: Deep Learning, integrity, Object Detection, Privacy, robustness

  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. Implementation of an Autostereoscopic Virtual 3DButton in Non-contact Manner Using SimpleDeep Learning Network
    Sang-Hee You, Min Hwang, Ki-Hoon Kim, Chang-Suk Cho
    Vol. 17, No. 3, pp. 505-517, Jun. 2021
    10.3745/JIPS.02.0155

    Keywords: AI, Deep Learning, Non-contact, Stereoscopic, Virtual Button, 3D

  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. A Survey of Deep Learning in Agriculture: Techniques and Their Applications
    Chengjuan Ren, Dae-Kyoo Kim, Dongwon Jeong
    Vol. 16, No. 5, pp. 1015-1033, Oct. 2020
    10.3745/JIPS.04.0187

    Keywords: Deep Learning, Agriculture, State-of-the-Art, Survey

  10. Enhanced Machine Learning Algorithms: Deep Learning, Reinforcement learning and Q-learning
    Ji Su Park, Jong Hyuk Park
    Vol. 16, No. 5, pp. 1001-1007, Oct. 2020
    10.3745/JIPS.02.0139

    Keywords: Deep Learning, Machine Learning, Reinforcement Learning, Q-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


Indexing


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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