Digital Library


Search: "[ keyword: Neural Network ]" (43)

  1. 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"

  2. The Method for Generating Recommended Candidates through Prediction of Multi-Criteria Ratings Using CNN-BiLSTM
    Jinah Kim, Junhee Park, Minchan Shin, Jihoon Lee, Nammee Moon
    Vol. 17, No. 4, pp. 707-720, Aug. 2021
    10.3745/JIPS.02.0159

    Keywords: Bidirectional Long Short-Term Memory (BiLSTM), Convolutional Neural Network (CNN), Multi-Criteria Recommendation System, Recommendation System

  3. 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

  4. Vehicle Image Recognition Using Deep Convolution Neural Network and Compressed Dictionary Learning
    Yanyan Zhou
    Vol. 17, No. 2, pp. 411-425, Apr. 2021
    10.3745/JIPS.01.0073

    Keywords: Adaptive Fusion, Compressed Dictionary Learning, Deep Convolutional Neural Network, High-Dimensional Features, Vehicle Type Recognition

  5. 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

  6. 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

  7. POI Recommendation Method Based on Multi-Source Information Fusion Using Deep Learning in Location-Based Social Networks
    Liqiang Sun
    Vol. 17, No. 2, pp. 352-368, Apr. 2021
    10.3745/JIPS.01.0068

    Keywords: Convolutional Neural Network, Emotional Information, Geographical Information, Latent Factor Modelling, Location-Based Social Network, objective function

  8. 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

  9. 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

  10. 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

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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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