Digital Library


Search: "[ keyword: Machine Learning ]" (27)

  1. 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

  2. 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

  3. 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

  4. 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

  5. Selection of Machine Learning Techniques for Network Lifetime Parameters and Synchronization Issues in Wireless Networks
    Nimmagadda Srilakshmi, Arun Kumar Sangaiah
    Vol. 15, No. 4, pp. 833-852, Aug. 2019
    10.3745/JIPS.04.0125

    Keywords: congestion, Energy Harvesting, Machine Learning Algorithms, Network Lifetime, Wireless Networks

  6. User Modeling Using User Preference and User Life Pattern Based on Personal Bio Data and SNS Data
    Hyejin Song, Kihoon Lee, Nammee Moon
    Vol. 15, No. 3, pp. 645-654, Jun. 2019
    10.3745/JIPS.01.0044

    Keywords: Bio Data, Data Tracking, Life Pattern, Machine Learning, Social Behavior Analysis, User modeling

  7. Analyzing Machine Learning Techniques for Fault Prediction Using Web Applications
    Ruchika Malhotra, Anjali Sharma
    Vol. 14, No. 3, pp. 751-770, Jun. 2018
    10.3745/JIPS.04.0077

    Keywords: Empirical Validation, Fault Prediction, Machine Learning, Object-Oriented Metrics, Web Application Quality

  8. Microblog Sentiment Analysis Method Based on Spectral Clustering
    Shi Dong, Xingang Zhang, Ya Li
    Vol. 14, No. 3, pp. 727-739, Jun. 2018
    10.3745/JIPS.04.0076

    Keywords: Machine Learning, RDM, Sentiment Analysis, Spectral Cluster

  9. A CTR Prediction Approach for Text Advertising Based on the SAE-LR Deep Neural Network
    Zilong Jiang, Shu Gao, Wei Dai
    Vol. 13, No. 5, pp. 1052-1070, Oct. 2017
    10.3745/JIPS.02.0069
    Keywords: deep neural network, Machine Learning, Text Advertising, SAE-LR

  10. Prediction & Assessment of Change Prone Classes Using Statistical & Machine Learning Techniques
    Ruchika Malhotra, Ravi Jangra
    Vol. 13, No. 4, pp. 778-804, Aug. 2017
    10.3745/JIPS.04.0013
    Keywords: Change Proneness, Empirical Validation, Machine Learning Techniques, Software Quality

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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)

Publications


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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.

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

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