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Search: "[ keyword: Transfer Learning ]" (7)

  1. An Explainable Deep Learning-Based Classification Method for Facial Image Quality Assessment
    Kuldeep Gurjar, Surjeet Kumar, Arnav Bhavsar, Kotiba Hamad, Yang-Sae Moon, Dae Ho Yoon
    Vol. 20, No. 4, pp. 558-573, Aug. 2024
    10.3745/JIPS.04.0318

    Keywords: Explainable Deep Learning, Face Image Quality Assessment, Image Classification, MobileNet, Transfer Learning

  2. Crop Leaf Disease Identification Using Deep Transfer Learning
    Changjian Zhou, Yutong Zhang, Wenzhong Zhao
    Vol. 20, No. 2, pp. 149-158, Apr. 2024
    10.3745/JIPS.04.0305

    Keywords: Agricultural Artificial Intelligence, Crop Leaf Disease Identification, Plant Protection, Transfer Learning

  3. 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

  4. A Defect Detection Algorithm of Denim Fabric Based on Cascading Feature Extraction Architecture
    Shuangbao Ma, Renchao Zhang, Yujie Dong, Yuhui Feng, Guoqin Zhang
    Vol. 19, No. 1, pp. 109-117, Feb. 2023
    10.3745/JIPS.04.0265

    Keywords: Cascading Feature Extraction Architecture, Denim Defect Detection, ImageNet, robustness, Transfer Learning

  5. Burmese Sentiment Analysis Based on Transfer Learning
    Cunli Mao, Zhibo Man, Zhengtao Yu, Xia Wu, Haoyuan Liang
    Vol. 18, No. 4, pp. 535-548, Aug. 2022
    10.3745/JIPS.04.0249

    Keywords: Burmese, Cross-Lingual, sentiment analysis, Transfer Learning

  6. Attentive Transfer Learning via Self-supervisedLearning for Cervical Dysplasia Diagnosis
    Jinyeong Chae, Roger Zimmermann, Dongho Kim, Jihie Kim
    Vol. 17, No. 3, pp. 453-461, Jun. 2021
    10.3745/JIPS.04.0214

    Keywords: Attention Learning, Cervical Dysplasia, Patch self-supervised Learning, Transfer Learning

  7. Mid-level Feature Extraction Method Based Transfer Learning to Small-Scale Dataset of Medical Images with Visualizing Analysis
    Dong-Ho Lee, Yan Li, Byeong-Seok Shin
    Vol. 16, No. 6, pp. 1293-1308, Dec. 2020
    10.3745/JIPS.04.0194

    Keywords: feature extraction, Medical Imaging, Transfer Learning

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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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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.

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

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