Digital Library


Search: "[ keyword: Optimization ]" (39)

  1. Energy-Aware Virtual Data Center Embedding
    Xiao Ma, Zhongbao Zhang, Sen Su
    Vol. 16, No. 2, pp. 460-477, Apr. 2020
    10.3745/JIPS.02.0112

    Keywords: Energy-Aware, Particle Swarm Optimization, Virtual Data Center Embedding, Virtual Link, Virtual Node

  2. A Cost-Optimization Scheme Using Security Vulnerability Measurement for Efficient Security Enhancement
    Jun-Young Park, Eui-Nam Huh
    Vol. 16, No. 1, pp. 61-82, Feb. 2020
    10.3745/JIPS.02.0128

    Keywords: Attack Graph, Cloud Security, Cost Optimization, Vulnerability Measurement

  3. 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

  4. Mobile User Interface Pattern Clustering Using Improved Semi-Supervised Kernel Fuzzy Clustering Method
    Wei Jia, Qingyi Hua, Minjun Zhang, Rui Chen, Xiang Ji, Bo Wang
    Vol. 15, No. 4, pp. 986-1016, Aug. 2019
    10.3745/JIPS.04.0131

    Keywords: Intuitionistic Fuzzy Entropy Measure, Mobile User Interface Pattern, Particle Swarm Optimization, Population Search Strategy, Semi-Supervised Kernel Fuzzy C-Means

  5. 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

  6. Compression and Enhancement of Medical Images using Opposition Based Harmony Search Algorithm
    Rekha Haridoss, Samundiswary Punniyakodi
    Vol. 15, No. 2, pp. 288-304, Apr. 2019
    10.3745/JIPS.02.0108

    Keywords: Entropy, Harmony Search Algorithm, Image Compression, Multi-Thresholding, Optimization

  7. An Improved PSO Algorithm for the Classification of Multiple Power Quality Disturbances
    Liquan Zhao, Yan Long
    Vol. 15, No. 1, pp. 116-126, Feb. 2019
    10.3745/JIPS.04.0102

    Keywords: Classification Accuracy, Classification of Power Quality Disturbance, Particle Swarm Optimization, Support Vector Machine

  8. 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

  9. Cross-Validation Probabilistic Neural Network Based Face Identification
    Abdelhadi Lotfi, Abdelkader Benyettou
    Vol. 14, No. 5, pp. 1075-1086, Oct. 2018
    10.3745/JIPS.04.0085

    Keywords: biometrics, Classification, Cross-Validation, Face Identification, Optimization, Probabilistic Neural Networks

  10. An Improved Harmony Search Algorithm and Its Application in Function Optimization
    Zhongda Tian, Chao Zhang
    Vol. 14, No. 5, pp. 1237-1253, Oct. 2018
    10.3745/JIPS.04.0090

    Keywords: Complex Functions, Harmony Search, Intelligent Algorithm, Optimization

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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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