Digital Library


Search: "[ keyword: dataset ]" (8)

  1. Applying Token Tagging to Augment Dataset for Automatic Program Repair
    Huimin Hu, Byungjeong Lee
    Vol. 18, No. 5, pp. 628-636, Oct. 2022
    10.3745/JIPS.04.0251

    Keywords: Augment Dataset, Automatic Program Repair, Machine Learning, Token Tagging

  2. TOD: Trash Object Detection Dataset
    Min-Seok Jo, Seong-Soo Han, Chang-Sung Jeong
    Vol. 18, No. 4, pp. 524-534, Aug. 2022
    10.3745/JIPS.02.0178

    Keywords: dataset, Deep Learning, recognition, Trash Detection

  3. A Manually Captured and Modified Phone Screen Image Dataset for Widget Classification on CNNs
    SungChul Byun, Seong-Soo Han, Chang-Sung Jeong
    Vol. 18, No. 2, pp. 197-207, Apr. 2022
    10.3745/JIPS.02.0169

    Keywords: Captured Image, CNN, Deep Learning Dataset, Image Classification, Object Detection, Widget

  4. Research on Fault Diagnosis of Wind Power Generator Blade Based on SC-SMOTE and kNN
    Cheng Peng, Qing Chen, Longxin Zhang, Lanjun Wan, Xinpan Yuan
    Vol. 16, No. 4, pp. 870-881, Aug. 2020
    10.3745/JIPS.04.0183

    Keywords: Fault diagnosis, kNN Algorithm, SCADA dataset, SC-SMOTE Algorithm

  5. Ensemble of Classifiers Constructed on Class-Oriented Attribute Reduction
    Min Li, Shaobo Deng, Lei Wang
    Vol. 16, No. 2, pp. 360-376, Apr. 2020
    10.3745/JIPS.04.0166

    Keywords: Class-Oriented Attribute Reduction, Ensemble learning, Multiclass Datasets, Probabilistic Rough Sets

  6. XSSClassifier: An Efficient XSS Attack Detection Approach Based on Machine Learning Classifier on SNSs
    Shailendra Rathore, Pradip Kumar Sharma, Jong Hyuk Park
    Vol. 13, No. 4, pp. 1014-1028, Aug. 2017
    10.3745/JIPS.03.0079
    Keywords: Cross-Site Scripting Attack Detection, Dataset, JavaScript, Machine Learning Classifier, Social Networking Services

  7. A Dataset of Online Handwritten Assamese Characters
    Udayan Baruah, Shyamanta M. Hazarika
    Vol. 11, No. 3, pp. 325-341, Sep. 2015
    10.3745/JIPS.02.0008
    Keywords: Assamese, character recognition, Dataset Collection, Data Verification, Online Handwriting, Support Vector Machine

  8. Default Prediction for Real Estate Companies with Imbalanced Dataset
    Yuan-Xiang Dong, Zhi Xiao, Xue Xiao
    Vol. 10, No. 2, pp. 314-333, Jun. 2014
    10.3745/JIPS.04.0002
    Keywords: Default prediction, Imbalanced dataset, Real estate listed companies, Minoritysample generation approach

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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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