Digital Library


Search: "[ keyword: Optimization ]" (38)

  1. Improving Deep Learning Models Considering the TimeLags between Explanatory and Response Variables
    Chaehyeon Kim, Ki Yong Lee
    Vol. 20, No. 3, pp. 345-359, Jun. 2024
    10.3745/JIPS.04.0312

    Keywords: Deep Learning, Model Optimization, Regression Model, Time Lag

  2. An Early Warning Model for Student Status Based on Genetic Algorithm-Optimized Radial Basis Kernel Support Vector Machine
    Hui Li, Qixuan Huang, Chao Wang
    Vol. 20, No. 2, pp. 263-272, Apr. 2024
    10.3745/JIPS.02.0213

    Keywords: Early Warning Model, Genetic Algorithm Optimization, Radial Basis Kernel, Support Vector Machine

  3. Improved Gauss Pseudospectral Method for UAV Trajectory Planning with Terminal Position Constraints
    Qingquan Hu, Ping Liu, Jinfeng Yang
    Vol. 19, No. 5, pp. 563-575, Oct. 2023
    10.3745/JIPS.04.0286

    Keywords: Gauss Pseudospectral Optimization, Terminal Constraints, Trajectory Planning, UAV

  4. Shared Spatio-temporal Attention Convolution Optimization Network for Traffic Prediction
    Pengcheng Li, Changjiu Ke, Hongyu Tu, Houbing Zhang, Xu Zhang
    Vol. 19, No. 1, pp. 130-138, Feb. 2023
    10.3745/JIPS.04.0266

    Keywords: Optimization Graph, Shared Attention, Spatio-temporal Attention, traffic flow forecasting

  5. Layout Optimization Method of Railway Transportation Route Based on Deep Convolution Neural Network
    Cong Qiao, Qifeng Gao, Huayan Xing
    Vol. 19, No. 1, pp. 46-54, Feb. 2023
    10.3745/JIPS.04.0263

    Keywords: Ant Colony, Convolutional Neural Network, Layout Optimization, Railway, Transportation, Transportation Route

  6. Application of an Optimized Support Vector Regression Algorithm in Short-Term Traffic Flow Prediction
    Ruibo Ai, Cheng Li, Na Li
    Vol. 18, No. 6, pp. 719-728, Dec. 2022
    10.3745/JIPS.02.0185

    Keywords: Artificial bee colony algorithm, Optimization, prediction algorithm, Short-time Traffic Flow, Support Vector Regression

  7. Improvement of RocksDB Performance via Large-Scale Parameter Analysis and Optimization
    Huijun Jin, Won Gi Choi, Jonghwan Choi, Hanseung Sung, Sanghyun Park
    Vol. 18, No. 3, pp. 374-388, Jun. 2022
    10.3745/JIPS.04.0244

    Keywords: database, genetic algorithm, Log-Structured Merge-Tree, Optimization, Random Forest, Space Amplification, Write Amplification

  8. 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

  9. Route Optimization Algorithm Based on Game Theory for Tourism Routes at Pseudo-Imperial Palace
    Guangjie Liu, Jinlong Zhu, Qiucheng Sun, Jiaze Hu, Hao Yu
    Vol. 17, No. 5, pp. 879-891, Oct. 2021
    10.3745/JIPS.04.0222

    Keywords: Game, Monte Carlo, Route Optimization

  10. Alsat-2B/Sentinel-2 Imagery Classification Using the Hybrid Pigeon Inspired Optimization Algorithm
    Dounia Arezki, Hadria Fizazi
    Vol. 17, No. 4, pp. 690-706, Aug. 2021
    10.3745/JIPS.02.0158

    Keywords: Alsat-2B, Davies-Bouldin Index, Flower Pollination Algorithm, genetic algorithm, Pigeon-Inspired Optimization, Satellite Image Classification, Sentinel-2

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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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