Digital Library


Search: "[ keyword: prediction ]" (37)

  1. Two Machine Learning Models for Mobile Phone Battery Discharge Rate Prediction Based on Usage Patterns
    Chantana Chantrapornchai, Paingruthai Nusawat
    Vol. 12, No. 3, pp. 436-454, Sep. 2016
    10.3745/JIPS.03.0048
    Keywords: Battery Discharge Rate, Mobile Battery Usage, Multi-layer Perceptron, Prediction Model, Support Vector Machine

  2. Soft Set Theory Oriented Forecast Combination Method for Business Failure Prediction
    Wei Xu, Zhi Xiao
    Vol. 12, No. 1, pp. 109-128, Mar. 2016
    10.3745/JIPS.04.0016
    Keywords: Business Failure Prediction, Combined Forecasting Method, Qualitative Analysis, Quantitative Analysis, Receiver Operating Characteristic Curve, Soft Set Theory

  3. A Comprehensive Review of Emerging Computational Methods for Gene Identification
    Ning Yu, Zeng Yu, Bing Li, Feng Gu, Yi Pan
    Vol. 12, No. 1, pp. 1-34, Mar. 2016
    10.3745/JIPS.04.0023
    Keywords: Cloud computing, Comparative Methods, Deep Learning, Fourier Transform, Gene Identification, Gene Prediction, Hidden Markov Model, Machine Learning, Protein-Coding Region, Support Vector Machine

  4. A Real-Time Integrated Hierarchical Temporal Memory Network for the Real-Time Continuous Multi-Interval Prediction of Data Streams
    Hyun-Syug Kang
    Vol. 11, No. 1, pp. 39-56, Mar. 2015
    10.3745/JIPS.02.0011
    Keywords: Data Streams, Hierarchical Temporal Memory, Multiple Interval Prediction, Real-Time Prediction

  5. Default Prediction for Real Estate Companies with Imbalanced Dataset
    Yuan-Xiang Dong, Zhi Xiao, Xue Xiao
    Vol. 10, No. 2, pp. 314-333, Jun. 2014
    10.3745/JIPS.04.0002
    Keywords: Default prediction, Imbalanced dataset, Real estate listed companies, Minoritysample generation approach

  6. Evaluation of the Image Backtrack-Based Fast Direct Mode Decision Algorithm
    Yungho Choi, Neungsoo Park
    Vol. 8, No. 4, pp. 685-692, Dec. 2012
    10.3745/JIPS.2012.8.4.685
    Keywords: H.264/AVC, Bi-Directional Prediction, Image Backtracking, Fast Algorithm, Mode Decision

  7. Using an Adaptive Search Tree to Predict User Location
    Sechang Oh
    Vol. 8, No. 3, pp. 437-444, Sep. 2012
    10.3745/JIPS.2012.8.3.437
    Keywords: Location Prediction, Learning System, Search Tree, Context-Awareness

  8. Fault Prediction Using Statistical and Machine Learning Methods for Improving Software Quality
    Ruchika Malhotra, Ankita Jain
    Vol. 8, No. 2, pp. 241-262, Jun. 2012
    10.3745/JIPS.2012.8.2.241
    Keywords: Empirical Validation, Object Oriented, Receiver Operating Characteristics, Statistical Methods, Machine Learning, Fault Prediction

  9. En-Route Trajectory calculation using Flight Plan Information for Effective Air Traffic Management
    Yong-Kyun Kim, Yun-Hyun Jo, Jin-Won Yun, Taeck-Keun Oh, Hee-Chang Roh, Sang-Bang Choi, Hyo-Dal Park
    Vol. 6, No. 3, pp. 375-384, Sep. 2010
    10.3745/JIPS.2010.6.3.375
    Keywords: ATC, ATM, Trajectory Prediction, ATFM

  10. Water Quality Prediction Model Based on Tucker Decomposition and GRU-Attention Mechanism
    Xuegang Luo, Junrui Lv, Hongrui Yu, Juan Wang
    Vol. 21, No. 3, pp. 227-239, Jun. 2025
    10.3745/JIPS.04.0346

    Keywords: Encoder-Decoder Network, Tensor decomposition, Water Quality Prediction

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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)

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