Digital Library


Search: "[ keyword: Data Mining ]" (12)

  1. Application Research of Rainfall Prediction Based on Optimized Machine Learning Algorithm in Meteorological Data
    Daoqing Gong, Cheng Yuan, Xinyan Gan, Xiang Gao, Guizhi Sun
    Vol. 20, No. 6, pp. 718-730, Dec. 2024
    10.3745/JIPS.04.0324

    Keywords: Machine Learning, Data Mining, Optimization Model, meteorological data, Rainfall Forecast

  2. Data Mining Research on Maehwado Painting Poetry in the Early Joseon Dynasty
    Haeyoung Park, Younghoon An
    Vol. 19, No. 4, pp. 474-482, Aug. 2023
    10.3745/JIPS.04.0281

    Keywords: Corpus, Data Mining, Maehwado, Painting Poetry, Plum Blossoms, Symbolic Meaning

  3. Wireless Network Health Information Retrieval Method Based on Data Mining Algorithm
    Xiaoguang Guo
    Vol. 19, No. 2, pp. 211-218, Apr. 2023
    10.3745/JIPS.03.0183

    Keywords: Data Mining Algorithm, Health Information, Retrieval Method, wireless network

  4. Decision Support System for Mongolian Portfolio Selection
    Enkhtuul Bukhsuren, Uyanga Sambuu, Oyun-Erdene Namsrai, Batnasan Namsrai, Keun Ho Ryu
    Vol. 18, No. 5, pp. 637-649, Oct. 2022
    10.3745/JIPS.04.0255

    Keywords: Data Mining, decision support system, K-Means Clustering

  5. An Ontology-Based Labeling of Influential Topics Using Topic Network Analysis
    Hyon Hee Kim, Hey Young Rhee
    Vol. 15, No. 5, pp. 1096-1107, Oct. 2019
    10.3745/JIPS.04.0137

    Keywords: Data Mining Ontology, Labeling of Topic Models, Ontology-based Interpretation of Topics, Topic Network Analysis

  6. Learning to Prevent Inactive Student of Indonesia Open University
    Bayu Adhi Tama
    Vol. 11, No. 2, pp. 165-172, Jun. 2015
    10.3745/JIPS.04.0015
    Keywords: Educational Data Mining, Ensemble Techniques, Inactive Student, Open University

  7. A Feature Selection-based Ensemble Method for Arrhythmia Classification
    Erdenetuya Namsrai, Tsendsuren Munkhdalai, Meijing Li, Jung-Hoon Shin, Oyun-Erdene Namsrai, Keun Ho Ryu
    Vol. 9, No. 1, pp. 31-40, Mar. 2013
    10.3745/JIPS.2013.9.1.031
    Keywords: Data Mining, Ensemble Method, Feature Selection, Arrhythmia Classification

  8. Dynamic knowledge mapping guided by data mining: Application on Healthcare
    Menaouer Brahami, Baghdad Atmani, Nada Matta
    Vol. 9, No. 1, pp. 1-30, Mar. 2013
    10.3745/JIPS.2013.9.1.001
    Keywords: Knowledge Management, Knowledge Mapping (Knowledge Cartography), Knowledge Representation, Boolean Modeling, Cellular Machine, Data Mining, Boolean Inference Engine

  9. A Comparative Study of Estimation by Analogy using Data Mining Techniques
    Geeta Nagpal, Moin Uddin, Arvinder Kaur
    Vol. 8, No. 4, pp. 621-652, Dec. 2012
    10.3745/JIPS.2012.8.4.621
    Keywords: Software Estimations, Estimation by Analogy, Grey Relational Analysis, Robust Regression, Data Mining Techniques

  10. Mining Spatio-Temporal Patterns in Trajectory Data
    Juyoung Kang, Hwan-Seung Yong
    Vol. 6, No. 4, pp. 521-536, Dec. 2010
    10.3745/JIPS.2010.6.4.521
    Keywords: Data Mining, Spatio-Temporal Data Mining, Trajectory Data, Frequent Spatio-Temporal Patterns

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

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