Digital Library


Search: "[ keyword: Ensemble ]" (10)

  1. GBGNN: Gradient Boosted Graph Neural Networks
    Eunjo Jang, Ki Yong Lee
    Vol. 20, No. 4, pp. 501-513, Aug. 2024
    10.3745/JIPS.04.0315

    Keywords: Ensemble Method, Gradient Boosting, Graph Neural Network

  2. Transfer Learning-Based Feature Fusion Model for Classification of Maneuver Weapon Systems
    Jinyong Hwang, You-Rak Choi, Tae-Jin Park, Ji-Hoon Bae
    Vol. 19, No. 5, pp. 673-687, Oct. 2023
    10.3745/JIPS.04.0291

    Keywords: Artificial intelligence, Deep Learning, Ensemble, feature fusion, Transfer Learning

  3. Ensemble Gene Selection Method Based on Multiple Tree Models
    Mingzhu Lou
    Vol. 19, No. 5, pp. 652-662, Oct. 2023
    10.3745/JIPS.04.0290

    Keywords: Ensemble Tree Model, Gradient Boosting Decision Tree, Gene Selection, ID3, Random Forest

  4. BERT-Based Logits Ensemble Model for Gender Bias and Hate Speech Detection
    Sanggeon Yun, Seungshik Kang, Hyeokman Kim
    Vol. 19, No. 5, pp. 641-651, Oct. 2023
    10.3745/JIPS.04.0287

    Keywords: BERT Embedding Model, Gender Bias, Hate Speech Detection, Logistics Ensemble

  5. Voting and Ensemble Schemes Based on CNN Models for Photo-Based Gender Prediction
    Kyoungson Jhang
    Vol. 16, No. 4, pp. 809-819, Aug. 2020
    10.3745/JIPS.02.0137

    Keywords: Majority Voting, Softmax-based Voting, Ensemble Scheme, Gender Prediction, CNN models

  6. Ensemble of Classifiers Constructed on Class-Oriented Attribute Reduction
    Min Li, Shaobo Deng, Lei Wang
    Vol. 16, No. 2, pp. 360-376, Apr. 2020
    10.3745/JIPS.04.0166

    Keywords: Class-Oriented Attribute Reduction, Ensemble learning, Multiclass Datasets, Probabilistic Rough Sets

  7. A Detailed Analysis of Classifier Ensembles for Intrusion Detection in Wireless Network
    Bayu Adhi Tama, Kyung-Hyune Rhee
    Vol. 13, No. 5, pp. 1203-1212, Oct. 2017
    10.3745/JIPS.03.0080
    Keywords: Classifier Ensembles, Classifier’s Significance, Intrusion Detection Systems (IDSs), Wireless Network

  8. 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

  9. Extreme Learning Machine Ensemble Using Bagging for Facial Expression Recognition
    Deepak Ghimire, Joonwhoan Lee
    Vol. 10, No. 3, pp. 443-458, Sep. 2014
    10.3745/JIPS.02.0004
    Keywords: Bagging, Ensemble Learning, Extreme Learning Machine, Facial Expression Recognition, Histogram of Orientation Gradient

  10. 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

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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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