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

  1. Application of an Optimized Support Vector Regression Algorithm in Short-Term Traffic Flow Prediction
    Ruibo Ai, Cheng Li, Na Li
    Vol. 18, No. 6, pp. 719-728, Dec. 2022
    10.3745/JIPS.02.0185

    Keywords: Artificial bee colony algorithm, Optimization, prediction algorithm, Short-time Traffic Flow, Support Vector Regression

  2. Life Prediction of Hydraulic Concrete Based on Grey Residual Markov Model
    Li Gong, Xuelei Gong, Ying Liang, Bingzong Zhang, Yiqun Yang
    Vol. 18, No. 4, pp. 457-469, Aug. 2022
    10.3745/JIPS.04.0247

    Keywords: Durability, Grey Residuals, Hydraulic Concrete, Lifespan Prediction, Markov

  3. Explainable Machine Learning Based a Packed Red Blood Cell Transfusion Prediction and Evaluation for Major Internal Medical Condition
    Seongbin Lee, Seunghee Lee, Duhyeuk Chang, Mi-Hwa Song, Jong-Yeup Kim, Suehyun Lee
    Vol. 18, No. 3, pp. 302-310, Jun. 2022
    10.3745/JIPS.04.0243

    Keywords: Explainable AI, Feature Importance Analysis, LightGBM, Partial Dependence Plot, prediction, Transfusion

  4. A Fast Inter-prediction Mode Decision Algorithm for HEVC Based on Spatial-Temporal Correlation
    Weixin Yao, Dan Yang
    Vol. 18, No. 2, pp. 235-244, Apr. 2022
    10.3745/JIPS.02.0170

    Keywords: Inter-prediction, mode decision, Spatial-Temporal Correlation

  5. A Novel Framework Based on CNN-LSTM Neural Network for Prediction of Missing Values in Electricity Consumption Time-Series Datasets
    Syed Nazir Hussain, Azlan Abd Aziz, Md. Jakir Hossen, Nor Azlina Ab Aziz, G. Ramana Murthy, Fajaruddin Bin Mustakim
    Vol. 18, No. 1, pp. 115-129, Feb. 2022
    10.3745/JIPS.04.0235

    Keywords: CNN-LSTM Neural Network, Electricity Consumption Prediction, Large Gaps of Missing Values, Prediction of Missing Values in Time-Series Data, smart home system

  6. Personalized Product Recommendation Method for Analyzing User Behavior Using DeepFM
    Jianqiang Xu, Zhujiao Hu, Junzhong Zou
    Vol. 17, No. 2, pp. 369-384, Apr. 2021
    10.3745/JIPS.01.0069

    Keywords: DeepFM, Higher-Order Feature, Hit Rate Prediction, K-Means Similarity Clustering, Low-Order Features, Personalized Product Recommendation

  7. Link Prediction Algorithm for Signed Social Networks Based on Local and Global Tightness
    Miao-Miao Liu, Qing-Cui Hu, Jing-Feng Guo, Jing Chen
    Vol. 17, No. 2, pp. 213-226, Apr. 2021
    10.3745/JIPS.04.0210

    Keywords: link prediction, Sign Prediction, Signed Social Networks, similarity, Structural Balance Theory, Tightness

  8. Optimized Chinese Pronunciation Prediction byComponent-Based Statistical Machine Translation
    Shunle Zhu
    Vol. 17, No. 1, pp. 203-212, Feb. 2021
    10.3745/JIPS.04.0208

    Keywords: Chinese Pronunciation Prediction, Component, Features, Statistical Machine Translation (SMT)

  9. Default Prediction of Automobile Credit Based on Support Vector Machine
    Ying Chen, Ruirui Zhang
    Vol. 17, No. 1, pp. 75-88, Feb. 2021
    10.3745/JIPS.04.0207

    Keywords: Credit Loan, Default prediction, Random Forest, Support Vector Machine

  10. Heuristic and Statistical Prediction Algorithms Survey for Smart Environments
    Sehrish Malik, Israr Ullah, DoHyeun Kim, KyuTae Lee
    Vol. 16, No. 5, pp. 1196-1213, Oct. 2020
    10.3745/JIPS.04.0191

    Keywords: Prediction Algorithms, Smart Cities, Smart Service

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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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