Digital Library


Search: "[ keyword: Machine Learning ]" (23)

  1. 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

  2. A Survey on Image Emotion Recognition
    Guangzhe Zhao, Hanting Yang, Bing Tu, Lei Zhang
    Vol. 17, No. 6, pp. 1138-1156, Dec. 2021
    10.3745/JIPS.01.0082

    Keywords: Emotion Semantics, Image Emotion Recognition, Image Feature Extraction, Machine Learning

  3. Assisted Magnetic Resonance Imaging Diagnosis for Alzheimer’s Disease Based on Kernel Principal Component Analysis and Supervised Classification Schemes
    Yu Wang, Wen Zhou, Chongchong Yu, Weijun Su
    Vol. 17, No. 1, pp. 178-190, Feb. 2021
    10.3745/JIPS.04.0204

    Keywords: Alzheimer’s disease, feature extraction, KPCA, Machine Learning, Structural Magnetic Resonance Imaging

  4. Next-Generation Personal Authentication Scheme Based on EEG Signal and Deep Learning
    Gi-Chul Yang
    Vol. 16, No. 5, pp. 1034-1047, Oct. 2020
    10.3745/JIPS.03.0147

    Keywords: Electroencephalography, information security, Machine Learning, Personal Authentication

  5. Enhanced Machine Learning Algorithms: Deep Learning, Reinforcement learning and Q-learning
    Ji Su Park, Jong Hyuk Park
    Vol. 16, No. 5, pp. 1001-1007, Oct. 2020
    10.3745/JIPS.02.0139

    Keywords: Deep Learning, Machine Learning, Reinforcement Learning, Q-learning

  6. A Study on Variant Malware Detection Techniques Using Static and Dynamic Features
    Jinsu Kang, Yoojae Won
    Vol. 16, No. 4, pp. 882-895, Aug. 2020
    10.3745/JIPS.03.0145

    Keywords: computer security, Dynamic Analysis Machine Learning, Metamorphic, Polymorphic, Static Analysis, Windows Malware

  7. Identification of Tea Diseases Based on Spectral Reflectance and Machine Learning
    Xiuguo Zou, Qiaomu Ren, Hongyi Cao, Yan Qian, Shuaitang Zhang
    Vol. 16, No. 2, pp. 435-446, Apr. 2020
    10.3745/JIPS.02.0133

    Keywords: High Dimensional Data, Machine Learning, Spectral Reflectance, Tea Diseases

  8. Advanced Technologies in Blockchain, Machine Learning, and Big Data
    Ji Su Park, Jong Hyuk Park
    Vol. 16, No. 2, pp. 239-245, Apr. 2020
    10.3745/JIPS.01.0052

    Keywords: Big data, Blockchain, Machine Learning

  9. Low-Quality Banknote Serial Number Recognition Based on Deep Neural Network
    Unsoo Jang, Kun Ha Suh, Eui Chul Lee
    Vol. 16, No. 1, pp. 224-237, Feb. 2020
    10.3745/JIPS.04.0160

    Keywords: Banknote Recognition, Convolutional Neural Network, Machine Learning, optical character recognition, Serial Number Recognition

  10. Systematic Review of Bug Report Processing Techniques to Improve Software Management Performance
    Dong-Gun Lee, Yeong-Seok Seo
    Vol. 15, No. 4, pp. 967-985, Aug. 2019
    10.3745/JIPS.04.0130

    Keywords: Bug Report, Clustering, Duplication Detection, Information Retrieval, Machine Learning, Priority, Severity, Software Developer Assignment, Software Management, Triage

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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


Indexing


All publications of JIPS are indexed in ESCI (a new Web of Science index of Thomson Reuters), SCOPUS, DOI, DBLP, EI COMPENDEX, EBSCO, Google Scholar, and Crossref.

SCOPUS

SCOPUS

dblp

ei_compendex

EBSCO

Google

iThenticate

NRF

JIPS is also selected as the Journal for Accreditation by NRF (National Research Foundation of Korea).

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