Digital Library


Search: "[ keyword: CNN ]" (16)

  1. Network Anomaly Traffic Detection UsingWGAN-CNN-BiLSTM in Big Data Cloud–EdgeCollaborative Computing Environment
    Yue Wang
    Vol. 20, No. 3, pp. 375-390, Jun. 2024
    10.3745/JIPS.01.0105

    Keywords: Abnormal Traffic Mining, Big data, BiLSTM, Cloud–Edge Collaborative Computing, CNN, Wasserstein Generative Adversarial Networks

  2. 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

  3. 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

  4. A Network Intrusion Security Detection Method Using BiLSTM-CNN in Big Data Environment
    Hong Wang
    Vol. 19, No. 5, pp. 688-701, Oct. 2023
    10.3745/JIPS.01.0097

    Keywords: Big data, BiLSTM, CNN, Feature selection, Network intrusion detection

  5. TsCNNs-Based Inappropriate Image and Video Detection System for a Social Network
    Youngsoo Kim, Taehong Kim, Seong-eun Yoo
    Vol. 18, No. 5, pp. 677-687, Oct. 2022
    10.3745/JIPS.04.0253

    Keywords: CNN, Intelligent Image and Video Detection System, Tree-Structured Convolutional Neural Networks (TsCNNs)

  6. Feature Extraction of Non-proliferative Diabetic Retinopathy Using Faster R-CNN and Automatic Severity Classification System Using Random Forest Method
    Younghoon Jung, Daewon Kim
    Vol. 18, No. 5, pp. 599-613, Oct. 2022
    10.3745/JIPS.04.0252

    Keywords: Faster R-CNN, Classification, Machine Learning, Non-proliferative Diabetic Retinopathy, Random Forest

  7. A Deep Learning Approach for Identifying User Interest from Targeted Advertising
    Wonkyung Kim, Kukheon Lee, Sangjin Lee, Doowon Jeong
    Vol. 18, No. 2, pp. 245-257, Apr. 2022
    10.3745/JIPS.03.0175

    Keywords: Convolutional Neural Network (CNN), Deep Learning, Digital Forensics, User Interest, User Profiling

  8. A Manually Captured and Modified Phone Screen Image Dataset for Widget Classification on CNNs
    SungChul Byun, Seong-Soo Han, Chang-Sung Jeong
    Vol. 18, No. 2, pp. 197-207, Apr. 2022
    10.3745/JIPS.02.0169

    Keywords: Captured Image, CNN, Deep Learning Dataset, Image Classification, Object Detection, Widget

  9. A Novel Framework Based on CNN-LSTM Neural Network for Prediction of Missing Values in Electricity Consumption Time-Series Datasets
    Syed Nazir Hussain, Azlan Abd Aziz, Md. Jakir Hossen, Nor Azlina Ab Aziz, G. Ramana Murthy, Fajaruddin Bin Mustakim
    Vol. 18, No. 1, pp. 115-129, Feb. 2022
    10.3745/JIPS.04.0235

    Keywords: CNN-LSTM Neural Network, Electricity Consumption Prediction, Large Gaps of Missing Values, Prediction of Missing Values in Time-Series Data, smart home system

  10. User-to-User Matching Services through Prediction of Mutual Satisfaction Based on Deep Neural Network
    Jinah Kim, Nammee Moon
    Vol. 18, No. 1, pp. 75-88, Feb. 2022
    10.3745/JIPS.04.0234

    Keywords: Convolutional Neural Network (CNN), Deep Learning, Deep neural network (DNN), Matching Service, Recommender Service

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


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

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