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Search: "[ keyword: Neural Network ]" (51)

  1. 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

  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. 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

  4. Gait Recognition Based on GF-CNN and Metric Learning
    Junqin Wen
    Vol. 16, No. 5, pp. 1105-1112, Oct. 2020
    10.3745/JIPS.02.0143

    Keywords: Convolutional Neural Network, gait recognition, Metric learning, k-nearest neighbors

  5. Low-Quality Banknote Serial Number Recognition Based on Deep Neural Network
    Unsoo Jang, Kun Ha Suh, Eui Chul Lee
    Vol. 16, No. 1, pp. 224-237, Feb. 2020
    10.3745/JIPS.04.0160

    Keywords: Banknote Recognition, Convolutional Neural Network, Machine Learning, optical character recognition, Serial Number Recognition

  6. Mean-VaR Portfolio: An Empirical Analysis of Price Forecasting of the Shanghai and Shenzhen Stock Markets
    Ximei Liu, Zahid Latif, Daoqi Xiong, Sehrish Khan Saddozai, Kaif Ul Wara
    Vol. 15, No. 5, pp. 1201-1210, Oct. 2019
    10.3745/JIPS.04.0135

    Keywords: ARIMA Model, Neural Network, Non-linear Sequence, Stock Price

  7. Learning-Based Multiple Pooling Fusion in Multi-View Convolutional Neural Network for 3D Model Classification and Retrieval
    Hui Zeng, Qi Wang, Chen Li, Wei Song
    Vol. 15, No. 5, pp. 1179-1191, Oct. 2019
    10.3745/JIPS.02.0120

    Keywords: Learning-Based Multiple Pooling Fusion, Multi-View Convolutional Neural Network, 3D Model Classification, 3D Model Retrieval

  8. A Tracking-by-Detection System for Pedestrian Tracking Using Deep Learning Technique and Color Information
    Mai Thanh Nhat Truong, Sanghoon Kim
    Vol. 15, No. 4, pp. 1017-1028, Aug. 2019
    10.3745/JIPS.04.0132

    Keywords: Color Distribution, Convolutional Neural Network, Pedestrian Tracking, Tracking-by-Detection

  9. CCTV-Based Multi-Factor Authentication System
    Byoung-Wook Kwon, Pradip Kumar Sharma, Jong-Hyuk Park
    Vol. 15, No. 4, pp. 904-919, Aug. 2019
    10.3745/JIPS.03.0127

    Keywords: Argon2, Convolutional Neural Network, Deep Reinforcement Learning, Physically Unclonable Functions

  10. A System for Improving Data Leakage Detection based on Association Relationship between Data Leakage Patterns
    Min-Ji Seo, Myung-Ho Kim
    Vol. 15, No. 3, pp. 520-537, Jun. 2019
    10.3745/JIPS.03.0116

    Keywords: Apriori Algorithm, Associated Abnormal Behavior List, Comprehensive Leakage Detection Scenario, Convolutional Neural Network, Data Leakage Detection

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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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