Digital Library


Search: "[ keyword: CNN ]" (12)

  1. 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)

  2. 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

  3. 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

  4. 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

  5. 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

  6. 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

  7. Pointwise CNN for 3D Object Classification on Point Cloud
    Wei Song, Zishu Liu, Yifei Tian, Simon Fong
    Vol. 17, No. 4, pp. 787-800, Aug. 2021
    10.3745/JIPS.02.0160

    Keywords: Point Clouds, Pointwise CNN, 3D Object Classification

  8. The Method for Generating Recommended Candidates through Prediction of Multi-Criteria Ratings Using CNN-BiLSTM
    Jinah Kim, Junhee Park, Minchan Shin, Jihoon Lee, Nammee Moon
    Vol. 17, No. 4, pp. 707-720, Aug. 2021
    10.3745/JIPS.02.0159

    Keywords: Bidirectional Long Short-Term Memory (BiLSTM), Convolutional Neural Network (CNN), Multi-Criteria Recommendation System, Recommendation System

  9. 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

  10. CNN-LSTM Coupled Model for Prediction of Waterworks Operation Data
    Kerang Cao, Hangyung Kim, Chulhyun Hwang, Hoekyung Jung
    Vol. 14, No. 6, pp. 1508-1520, Dec. 2018
    10.3745/JIPS.02.0104

    Keywords: Big data, CNN, Correlation Analysis, Deep-Learning, LSTM

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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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