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Search: "[ keyword: Deep Learning ]" (36)

  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. A Framework for Facial Expression Recognition Combining Contextual Information and Attention Mechanism
    Jianzeng Chen, Ningning Chen
    Vol. 20, No. 4, pp. 535-549, Aug. 2024
    10.3745/JIPS.01.0107

    Keywords: contextual information, Convolutional Channel Attention, Deep Learning, facial expression recognition, feature fusion, Reverse Attention

  3. Research on Personalized Course Recommendation Algorithm Based on Att-CIN-DNN under Online Education Cloud Platform
    Xiaoqiang Liu, Feng Hou
    Vol. 20, No. 3, pp. 360-374, Jun. 2024
    10.3745/JIPS.01.0104

    Keywords: Attention Mechanism, Big data, Course Resource Recommendation, Deep Learning, Online Education Cloud Platform, Personalized Recommendation

  4. 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

  5. 1D-CNN-LSTM Hybrid-Model-Based Pet Behavior Recognition through Wearable Sensor Data Augmentation
    Hyungju Kim, Nammee Moon
    Vol. 20, No. 2, pp. 159-172, Apr. 2024
    10.3745/JIPS.02.0211

    Keywords: Behavior Recognition, CNN-LSTM, data augmentation, Deep Learning, Sensor data, wearable device

  6. Research on Chinese Microblog Sentiment Classification Based on TextCNN-BiLSTM Model
    Haiqin Tang, Ruirui Zhang
    Vol. 19, No. 6, pp. 842-857, Dec. 2023
    10.3745/JIPS.04.0299

    Keywords: Chinese Microblog Review, Deep Learning, Sentiment Classification, TextCNN-BiLSTM

  7. Defect Detection of Steel Wire Rope in Coal Mine Based on Improved YOLOv5 Deep Learning
    Xiaolei Wang, Zhe Kan
    Vol. 19, No. 6, pp. 745-755, Dec. 2023
    10.3745/JIPS.04.0293

    Keywords: Coal Mine, Deep Learning, Defect Detection, Wire Rope, YOLOv5

  8. Egocentric Vision for Human Activity Recognition Using Deep Learning
    Malika Douache, Badra Nawal Benmoussat
    Vol. 19, No. 6, pp. 730-744, Dec. 2023
    10.3745/JIPS.02.0207

    Keywords: Convolutional Neural Network, Deep Learning, Egocentric Vision (or First-Person Vision), Human Activity Recognition, Image Classification, Inertial Measurement Unit (IMU)

  9. 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

  10. Automatic Detection of Dead Trees Based on Lightweight YOLOv4 and UAV Imagery
    Yuanhang Jin, Maolin Xu, Jiayuan Zheng
    Vol. 19, No. 5, pp. 614-630, Oct. 2023
    10.3745/JIPS.02.0204

    Keywords: Dead Tree, Deep Learning, MobileNetV3, Object Detection, Yolov4

Category Search



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


Indexing


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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ei_compendex

EBSCO

Google

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NRF

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

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