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Search: "[ keyword: prediction ]" (34)

  1. Two-Dimensional Attention-Based LSTM Model for Stock Index Prediction
    Yeonguk Yu, Yoon-Joong Kim
    Vol. 15, No. 5, pp. 1231-1242, Oct. 2019
    10.3745/JIPS.02.0121

    Keywords: Attention Mechanism, LSTM, Stock Index Prediction, Two-Dimensional Attention

  2. Dynamic Thermal Rating of Overhead Transmission Lines Based on GRAPES Numerical Weather Forecast
    Hongbo Yan, Yanling Wang, Xiaofeng Zhou, Likai Liang, Zhijun Yin, Wei Wang
    Vol. 15, No. 4, pp. 724-736, Aug. 2019
    10.3745/JIPS.04.0122

    Keywords: Dynamic Thermal Rating, Global/Regional Assimilation and Prediction System (GRAPES), Meteorological Data, Power Grids, Thermal Load Capacity, Transmission Line

  3. Classification of Imbalanced Data Based on MTS-CBPSO Method: A Case Study of Financial Distress Prediction
    Yuping Gu, Longsheng Cheng, Zhipeng Chang
    Vol. 15, No. 3, pp. 682-693, Jun. 2019
    10.3745/JIPS.04.0119

    Keywords: Chaotic Binary Particle Swarm Optimization (CBPSO), Financial Distress Prediction, Mahalanobis-Taguchi System (MTS), Variable Selection

  4. A Fast Rough Mode Decision Algorithm for HEVC
    Wei-Xin Yao, Dan Yang, Gui-Fu Lu, Jun Wang
    Vol. 15, No. 3, pp. 492-499, Jun. 2019
    10.3745/JIPS.01.0042

    Keywords: HEVC, Intra Prediction, Rough Mode Decision, Video Coding

  5. 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

  6. Predicting the Unemployment Rate Using Social Media Analysis
    Pum-Mo Ryu
    Vol. 14, No. 4, pp. 904-915, Aug. 2018
    10.3745/JIPS.04.0079

    Keywords: Google Index, Prediction, Sentiment Analysis, Social Media, Unemployment Rate

  7. Analyzing Machine Learning Techniques for Fault Prediction Using Web Applications
    Ruchika Malhotra, Anjali Sharma
    Vol. 14, No. 3, pp. 751-770, Jun. 2018
    10.3745/JIPS.04.0077

    Keywords: Empirical Validation, Fault Prediction, Machine Learning, Object-Oriented Metrics, Web Application Quality

  8. Weighted Local Naive Bayes Link Prediction
    JieHua Wu, GuoJi Zhang, YaZhou Ren, XiaYan Zhang, Qiao Yang
    Vol. 13, No. 4, pp. 914-927, Aug. 2017
    10.3745/JIPS.04.0040
    Keywords: complex network, Link Prediction, Naive Bayes Model, Weighted Network

  9. Two Machine Learning Models for Mobile Phone Battery Discharge Rate Prediction Based on Usage Patterns
    Chantana Chantrapornchai, Paingruthai Nusawat
    Vol. 12, No. 3, pp. 436-454, Sep. 2016
    10.3745/JIPS.03.0048
    Keywords: Battery Discharge Rate, Mobile Battery Usage, Multi-layer Perceptron, Prediction Model, Support Vector Machine

  10. Soft Set Theory Oriented Forecast Combination Method for Business Failure Prediction
    Wei Xu, Zhi Xiao
    Vol. 12, No. 1, pp. 109-128, Mar. 2016
    10.3745/JIPS.04.0016
    Keywords: Business Failure Prediction, Combined Forecasting Method, Qualitative Analysis, Quantitative Analysis, Receiver Operating Characteristic Curve, Soft Set Theory

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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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