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Search: "[ keyword: Support Vector Machine ]" (16)

  1. 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

  2. Topic Extraction and Classification Method Based on Comment Sets
    Xiaodong Tan
    Vol. 16, No. 2, pp. 329-342, Apr. 2020
    10.3745/JIPS.04.0165

    Keywords: Comment Text Set, Emotional Classification, LDA Topic Model, Support Vector Machine

  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. Power Quality Disturbances Identification Method Based on Novel Hybrid Kernel Function
    Liquan Zhao, Meijiao Gai
    Vol. 15, No. 2, pp. 422-432, Apr. 2019
    10.3745/JIPS.04.0112

    Keywords: Hybrid Kernel Function, Power Quality Disturbance, Support Vector Machine, Wavelet transform

  5. A prediction model of the sum of container based on combined BP neural network and SVM
    Min-jie Ding, Shao-zhong Zhang, Hai-dong Zhong, Yao-hui Wu, Liang-bin Zhang
    Vol. 15, No. 2, pp. 305-319, Apr. 2019
    10.3745/JIPS.04.0107

    Keywords: BP Neural Network, Grey Relational Analysis, Sum of Container Prediction, Support Vector Machine

  6. Feature Extraction based on DBN-SVM for Tone Recognition
    Hao Chao, Cheng Song, Bao-yun Lu, Yong-li Liu
    Vol. 15, No. 1, pp. 91-99, Feb. 2019
    10.3745/JIPS.04.0101

    Keywords: Deep Belief Networks, Deep Learning, Feature Fusion, Support Vector Machine, Tone Feature Extraction

  7. Vocal Effort Detection Based on Spectral Information Entropy Feature and Model Fusion
    Hao Chao, Bao-Yun Lu, Yong-Li Liu, Hui-Lai Zhi
    Vol. 14, No. 1, pp. 218-227, Feb. 2018
    10.3745/JIPS.04.0063

    Keywords: Gaussian mixture model, Model Fusion, Multilayer Perceptron, Spectral Information Entropy, Support Vector Machine, Vocal Effort

  8. Speech Query Recognition for Tamil Language Using Wavelet and Wavelet Packets
    P. Iswarya, V. Radha
    Vol. 13, No. 5, pp. 1135-1148, Oct. 2017
    10.3745/JIPS.02.0033
    Keywords: De-noising, feature extraction, speech recognition, Support Vector Machine, Wavelet Packet

  9. Evaluation of Histograms Local Features and Dimensionality Reduction for 3D Face Verification
    Chouchane Ammar*, Belahcene Mebarka, Ouamane Abdelmalik, Bourennane Salah
    Vol. 12, No. 3, pp. 468-488, Sep. 2016
    10.3745/JIPS.02.0037
    Keywords: 3D Face Verification, Depth Image, Dimensionality Reduction, Histograms Local Features, Local Descriptors, Support Vector Machine

  10. Two Machine Learning Models for Mobile Phone Battery Discharge Rate Prediction Based on Usage Patterns
    Chantana Chantrapornchai, Paingruthai Nusawat
    Vol. 12, No. 3, pp. 436-454, Sep. 2016
    10.3745/JIPS.03.0048
    Keywords: Battery Discharge Rate, Mobile Battery Usage, Multi-layer Perceptron, Prediction Model, Support Vector Machine

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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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