Digital Library


Search: "[ keyword: prediction ]" (37)

  1. Data-Driven Airflow Prediction for Wastewater Treatment Plant Aeration System
    Xuefei Li, Changqing Liu, Shuqi Liu, and Sheng Miao
    Vol. 21, No. 2, pp. 193-203, Apr. 2025
    10.3745/JIPS.04.0344

    Keywords: Airflow Prediction, Decision support, Machine Learning, Wastewater treatment plant

  2. Research on Transformation and Interpretability in Credit Classification
    Jihong Kim, Nammee Moon
    Vol. 20, No. 6, pp. 812-826, Dec. 2024
    10.3745/JIPS.01.0110

    Keywords: Big Data Processing and Analysis, Credit Risk Prediction, Deep Learning, Explainable AI

  3. Dynamic Caching Routing Strategy for LEO Satellite Nodes Based on Gradient Boosting Regression Tree
    Yang Yang, Shengbo Hu, Guiju Lu
    Vol. 20, No. 1, pp. 131-147, Feb. 2024
    10.3745/JIPS.03.0193

    Keywords: Gradient Boosting Regression Tree Cache Allocation, Low-Earth Orbit Satellite, inter-satellite links, Spatialand Temporal Correlation, traffic prediction

  4. Factors Affecting the Sales of Newspapers and Magazines Based on Concise Catalog
    Dayou Jiang
    Vol. 19, No. 4, pp. 498-512, Aug. 2023
    10.3745/JIPS.04.0282

    Keywords: Classification, Competitive Strategy, Correlation Analysis, Descriptive Statistics, Magazines, Newspapers, prediction

  5. An Efficient Monocular Depth Prediction Network Using Coordinate Attention and Feature Fusion
    Huihui Xu, Fei Li
    Vol. 18, No. 6, pp. 794-802, Dec. 2022
    10.3745/JIPS.02.0187

    Keywords: Attention Mechanism, Depth Prediction, feature fusion, Multi-scale features

  6. 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

  7. 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

  8. 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

  9. 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

  10. 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

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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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