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Search: "[ keyword: Classification ]" (48)

  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. An Improved Automated Spectral Clustering Algorithm
    Xiaodan Lv
    Vol. 20, No. 2, pp. 185-199, Apr. 2024
    10.3745/JIPS.04.0307

    Keywords: Cosine Angle Classification Method, Cluster Number Evaluation Factor, Density-Sensitive Distance, spectral clustering, UCI

  3. Musical Genre Classification Based on Deep Residual Auto-Encoder and Support Vector Machine
    Xue Han, Wenzhuo Chen, Changjian Zhou
    Vol. 20, No. 1, pp. 13-23, Feb. 2024
    10.3745/JIPS.04.0300

    Keywords: Deep Residual Auto-Encoder, MFCC, Music Artificial Intelligence, Musical Genre Classification

  4. Semantic Feature Analysis for Multi-Label Text Classification on Topics of the Al-Quran Verses
    Gugun Mediamer, Adiwijaya
    Vol. 20, No. 1, pp. 1-12, Feb. 2024
    10.3745/JIPS.02.0209

    Keywords: Text Classification, Tensor Space Model, The Al-Quran Verses, Word Embedding

  5. 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

  6. Word-Level Embedding to Improve Performance of Representative Spatio-temporal Document Classification
    Byoungwook Kim, Hong-Jun Jang
    Vol. 19, No. 6, pp. 830-841, Dec. 2023
    10.3745/JIPS.04.0296

    Keywords: Spatio-temporal Document Classification, Tokenization, Word-Level Embedding

  7. 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)

  8. Factors Affecting the Sales of Newspapers and Magazines Based on Concise Catalog
    Dayou Jiang
    Vol. 19, No. 4, pp. 498-512, Aug. 2023
    10.3745/JIPS.04.0282

    Keywords: Classification, Competitive Strategy, Correlation Analysis, Descriptive Statistics, Magazines, Newspapers, prediction

  9. Spam Image Detection Model based on Deep Learning for Improving Spam Filter
    Seong-Guk Nam, Dong-Gun Lee, Yeong-Seok Seo
    Vol. 19, No. 3, pp. 289-301, Jun. 2023
    10.3745/JIPS.04.0274

    Keywords: Classification, Deep Learning, image processing, Image SPAM, Obfuscated Feature, SPAM

  10. Dog-Species Classification through CycleGAN and Standard Data Augmentation
    Chan Park, Nammee Moon
    Vol. 19, No. 1, pp. 67-79, Feb. 2023
    10.3745/JIPS.02.0190

    Keywords: cycleGAN, data augmentation, DNN, GAN, Image Classification

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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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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