Digital Library


Search: "[ keyword: Regression ]" (16)

  1. Improving Deep Learning Models Considering the TimeLags between Explanatory and Response Variables
    Chaehyeon Kim, Ki Yong Lee
    Vol. 20, No. 3, pp. 345-359, Jun. 2024
    10.3745/JIPS.04.0312

    Keywords: Deep Learning, Model Optimization, Regression Model, Time Lag

  2. 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

  3. 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

  4. An Approach to Applying Multiple Linear Regression Models by Interlacing Data in Classifying Similar Software
    Hyun-il Lim
    Vol. 18, No. 2, pp. 268-281, Apr. 2022
    10.3745/JIPS.04.0241

    Keywords: Machine Learning, linear regression, Similar Software Classification, Software Analysis

  5. A Study on the Fault Process and Equipment Analysis of Plastic Ball Grid Array Manufacturing Using Data-Mining Techniques
    Hyun Sik Sim
    Vol. 16, No. 6, pp. 1271-1280, Dec. 2020
    10.3745/JIPS.04.0195

    Keywords: Fault Process and Equipment Analysis, Logistic Regression, Plastic Ball Grid Array Manufacturing Process, Yield Management

  6. Feature Selection Using Submodular Approach for Financial Big Data
    Girija Attigeri, Manohara Pai M. M, Radhika M. Pai
    Vol. 15, No. 6, pp. 1306-1325, Dec. 2019
    10.3745/JIPS.04.0149

    Keywords: Classification, correlation, Feature Subset Selection, Financial Big Data, Logistic Regression, Submodular Optimization, Support Vector Machine

  7. Saturation Prediction for Crowdsensing BasedSmart Parking System
    Mihui Kim, Junhyeok Yun
    Vol. 15, No. 6, pp. 1335-1349, Dec. 2019
    10.3745/JIPS.03.0123

    Keywords: crowdsensing, Regression Model, Saturation Prediction, Smart Parking System

  8. Can Properly Raised Debts Help Increase the Profits of Industrial Enterprises?
    Cheng Zhang, Li-Yuan Song
    Vol. 15, No. 4, pp. 920-930, Aug. 2019
    10.3745/JIPS.04.0128

    Keywords: Co-integration, Debt, Profit, Regression, Simulation

  9. Short-Term Wind Speed Forecast Based on Least Squares Support Vector Machine
    Yanling Wang, Xing Zhou, Likai Liang, Mingjun Zhang, Qiang Zhang, Zhiqiang Niu
    Vol. 14, No. 6, pp. 1385-1397, Dec. 2018
    10.3745/JIPS.04.0069

    Keywords: cluster analysis, Least Squares, Least Squares Support Vector Regression (LSSVR), Particle Swarm Optimization (PSO), Short-Time Wind Speed Forecasting

  10. Object tracking with the multi-templates regression model based MS algorithm
    Hua Zhang, Lijia Wang
    Vol. 14, No. 6, pp. 1307-1317, Dec. 2018
    10.3745/JIPS.02.0097

    Keywords: Mean Shift Algorithm, Multi-Templates, object tracking, Regression Model

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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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