Digital Library


Search: "[ keyword: MAC ]" (65)

  1. Feature Extraction of Non-proliferative Diabetic Retinopathy Using Faster R-CNN and Automatic Severity Classification System Using Random Forest Method
    Younghoon Jung, Daewon Kim
    Vol. 18, No. 5, pp. 599-613, Oct. 2022
    10.3745/JIPS.04.0252

    Keywords: Faster R-CNN, Classification, Machine Learning, Non-proliferative Diabetic Retinopathy, Random Forest

  2. 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

  3. A Hybrid PSO-BPSO Based Kernel Extreme Learning Machine Model for Intrusion Detection
    Yanping Shen, Kangfeng Zheng, Chunhua Wu
    Vol. 18, No. 1, pp. 146-158, Feb. 2022
    10.3745/JIPS.03.0174

    Keywords: Feature selection, Intrusion Detection, Kernel extreme learning machine, Parameter optimization, Particle Swarm Optimization

  4. 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

  5. Optimized Chinese Pronunciation Prediction byComponent-Based Statistical Machine Translation
    Shunle Zhu
    Vol. 17, No. 1, pp. 203-212, Feb. 2021
    10.3745/JIPS.04.0208

    Keywords: Chinese Pronunciation Prediction, Component, Features, Statistical Machine Translation (SMT)

  6. 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

  7. 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

  8. 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

  9. 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

  10. 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

Category Search



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


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).

Society