Digital Library


Search: "[ keyword: Random Forest ]" (6)

  1. Construction of an Internet of Things Industry Chain Classification Model Based on IRFA and Text Analysis
    Zhimin Wang
    Vol. 20, No. 2, pp. 215-225, Apr. 2024
    10.3745/JIPS.01.0100

    Keywords: Industrial Chain, IoT, Random Forest algorithm, Text Analysis, Visualization

  2. Ensemble Gene Selection Method Based on Multiple Tree Models
    Mingzhu Lou
    Vol. 19, No. 5, pp. 652-662, Oct. 2023
    10.3745/JIPS.04.0290

    Keywords: Ensemble Tree Model, Gradient Boosting Decision Tree, Gene Selection, ID3, Random Forest

  3. Feature Extraction of Non-proliferative Diabetic Retinopathy Using Faster R-CNN and Automatic Severity Classification System Using Random Forest Method
    Younghoon Jung, Daewon Kim
    Vol. 18, No. 5, pp. 599-613, Oct. 2022
    10.3745/JIPS.04.0252

    Keywords: Faster R-CNN, Classification, Machine Learning, Non-proliferative Diabetic Retinopathy, Random Forest

  4. Improvement of RocksDB Performance via Large-Scale Parameter Analysis and Optimization
    Huijun Jin, Won Gi Choi, Jonghwan Choi, Hanseung Sung, Sanghyun Park
    Vol. 18, No. 3, pp. 374-388, Jun. 2022
    10.3745/JIPS.04.0244

    Keywords: database, genetic algorithm, Log-Structured Merge-Tree, Optimization, Random Forest, Space Amplification, Write Amplification

  5. 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

  6. A Clustering Approach for Feature Selection in Microarray Data Classification Using Random Forest
    Husna Aydadenta, Adiwijaya
    Vol. 14, No. 5, pp. 1167-1175, Oct. 2018
    10.3745/JIPS.04.0087

    Keywords: Classification, Clustering, Dimensional Reduction, Microarray, Random Forest

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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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