Digital Library


Search: "[ keyword: ICT ]" (47)

  1. Explainable Machine Learning Based a Packed Red Blood Cell Transfusion Prediction and Evaluation for Major Internal Medical Condition
    Seongbin Lee, Seunghee Lee, Duhyeuk Chang, Mi-Hwa Song, Jong-Yeup Kim, Suehyun Lee
    Vol. 18, No. 3, pp. 302-310, Jun. 2022
    10.3745/JIPS.04.0243

    Keywords: Explainable AI, Feature Importance Analysis, LightGBM, Partial Dependence Plot, prediction, Transfusion

  2. A Fast Inter-prediction Mode Decision Algorithm for HEVC Based on Spatial-Temporal Correlation
    Weixin Yao, Dan Yang
    Vol. 18, No. 2, pp. 235-244, Apr. 2022
    10.3745/JIPS.02.0170

    Keywords: Inter-prediction, mode decision, Spatial-Temporal Correlation

  3. Path-Based Computation Encoder for Neural Architecture Search
    Ying Yang, Xu Zhang, Hu Pan
    Vol. 18, No. 2, pp. 188-196, Apr. 2022
    10.3745/JIPS.04.0242

    Keywords: Neural Architecture Search, Path-based Computation, Performance Predictor

  4. A Novel Framework Based on CNN-LSTM Neural Network for Prediction of Missing Values in Electricity Consumption Time-Series Datasets
    Syed Nazir Hussain, Azlan Abd Aziz, Md. Jakir Hossen, Nor Azlina Ab Aziz, G. Ramana Murthy, Fajaruddin Bin Mustakim
    Vol. 18, No. 1, pp. 115-129, Feb. 2022
    10.3745/JIPS.04.0235

    Keywords: CNN-LSTM Neural Network, Electricity Consumption Prediction, Large Gaps of Missing Values, Prediction of Missing Values in Time-Series Data, smart home system

  5. The Nexus among Globalization, ICT and EconomicGrowth: An Empirical Analysis
    Ximei Liu, Zahid Latif, Daoqi Xiong, Mengke Yang, Shahid Latif, Kaif Ul Wara
    Vol. 17, No. 6, pp. 1044-1056, Dec. 2021
    10.3745/JIPS.04.0227

    Keywords: ARLD and VECM, economic growth, globalization, ICT, Pakistan

  6. An Automatic Urban Function District Division MethodBased on Big Data Analysis of POI
    Hao Guo, Haiqing Liu, Shengli Wang, Yu Zhang
    Vol. 17, No. 3, pp. 645-657, Jun. 2021
    10.3745/JIPS.04.0219

    Keywords: Big Data Analysis, Dichotomy Method, Mean Shift Algorithm, POI Data, Urban Function District

  7. Evaluation of Predictive Models for Early Identificationof Dropout Students
    JongHyuk Lee, Mihye Kim, Daehak Kim, Joon-Min Gil
    Vol. 17, No. 3, pp. 630-644, Jun. 2021
    10.3745/JIPS.04.0218

    Keywords: Educational Data Analysis, Student Dropout, Predictive model

  8. Vehicle Image Recognition Using Deep Convolution Neural Network and Compressed Dictionary Learning
    Yanyan Zhou
    Vol. 17, No. 2, pp. 411-425, Apr. 2021
    10.3745/JIPS.01.0073

    Keywords: Adaptive Fusion, Compressed Dictionary Learning, Deep Convolutional Neural Network, High-Dimensional Features, Vehicle Type Recognition

  9. Personalized Product Recommendation Method for Analyzing User Behavior Using DeepFM
    Jianqiang Xu, Zhujiao Hu, Junzhong Zou
    Vol. 17, No. 2, pp. 369-384, Apr. 2021
    10.3745/JIPS.01.0069

    Keywords: DeepFM, Higher-Order Feature, Hit Rate Prediction, K-Means Similarity Clustering, Low-Order Features, Personalized Product Recommendation

  10. Link Prediction Algorithm for Signed Social Networks Based on Local and Global Tightness
    Miao-Miao Liu, Qing-Cui Hu, Jing-Feng Guo, Jing Chen
    Vol. 17, No. 2, pp. 213-226, Apr. 2021
    10.3745/JIPS.04.0210

    Keywords: link prediction, Sign Prediction, Signed Social Networks, similarity, Structural Balance Theory, Tightness

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