Digital Library


Search: "[ keyword: Deep Learning ]" (37)

  1. A Survey of Deep Learning in Agriculture: Techniques and Their Applications
    Chengjuan Ren, Dae-Kyoo Kim, Dongwon Jeong
    Vol. 16, No. 5, pp. 1015-1033, Oct. 2020
    10.3745/JIPS.04.0187

    Keywords: Deep Learning, Agriculture, State-of-the-Art, Survey

  2. Enhanced Machine Learning Algorithms: Deep Learning, Reinforcement learning and Q-learning
    Ji Su Park, Jong Hyuk Park
    Vol. 16, No. 5, pp. 1001-1007, Oct. 2020
    10.3745/JIPS.02.0139

    Keywords: Deep Learning, Machine Learning, Reinforcement Learning, Q-learning

  3. Class-Labeling Method for Designing a Deep Neural Network of Capsule Endoscopic Images Using a Lesion-Focused Knowledge Model
    Ye-Seul Park, Jung-Won Lee
    Vol. 16, No. 1, pp. 171-183, Feb. 2020
    10.3745/JIPS.02.0127

    Keywords: Capsule Endoscopy, Class-labeling Method, Deep Learning, Knowledge Base (KB), Ontology

  4. Multimodal Biometrics Recognition from Facial Video with Missing Modalities Using Deep Learning
    Sayan Maity, Mohamed Abdel-Mottaleb, Shihab S. Asfour
    Vol. 16, No. 1, pp. 6-29, Feb. 2020
    10.3745/JIPS.02.0129

    Keywords: Auto-Encoder, Deep Learning, multimodal biometrics, Sparse Classification

  5. Future Trends of AI-based Smart Systems and Services: Challenges, Opportunities, and Solutions
    Daewon Lee, Jong Hyuk Park
    Vol. 15, No. 4, pp. 717-723, Aug. 2019
    10.3745/JIPS.02.0113

    Keywords: Artificial intelligence, Deep Learning, Sentiment Analysis, Smart Systems and Services

  6. Feature Extraction based on DBN-SVM for Tone Recognition
    Hao Chao, Cheng Song, Bao-yun Lu, Yong-li Liu
    Vol. 15, No. 1, pp. 91-99, Feb. 2019
    10.3745/JIPS.04.0101

    Keywords: Deep Belief Networks, Deep Learning, Feature Fusion, Support Vector Machine, Tone Feature Extraction

  7. Variations of AlexNet and GoogLeNet to Improve Korean Character Recognition Performance
    Sang-Geol Lee, Yunsick Sung, Yeon-Gyu Kim, Eui-Young Cha
    Vol. 14, No. 1, pp. 205-217, Feb. 2018
    10.3745/JIPS.04.0061

    Keywords: Classification, CNN, Deep Learning, Korean character recognition

  8. Deep Learning in Genomic and Medical Image Data Analysis: Challenges and Approaches
    Ning Yu, Zeng Yu, Feng Gu, Tianrui Li, Xinmin Tian, Yi Pan
    Vol. 13, No. 2, pp. 204-214, Apr. 2017
    10.3745/JIPS.04.0029
    Keywords: Bioinformatics, Deep Learning, Deep Neural Networks, DNA Genome Analysis, Image Data Analysis, Machine Learning, lincRNA

  9. A Comprehensive Review of Emerging Computational Methods for Gene Identification
    Ning Yu, Zeng Yu, Bing Li, Feng Gu, Yi Pan
    Vol. 12, No. 1, pp. 1-34, Mar. 2016
    10.3745/JIPS.04.0023
    Keywords: Cloud computing, Comparative Methods, Deep Learning, Fourier Transform, Gene Identification, Gene Prediction, Hidden Markov Model, Machine Learning, Protein-Coding Region, Support Vector Machine

  10. Research on Transformation and Interpretability in Credit Classification
    Jihong Kim, Nammee Moon
    Vol. 20, No. 6, pp. 812-826, Dec. 2024
    10.3745/JIPS.01.0110

    Keywords: Big Data Processing and Analysis, Credit Risk Prediction, Deep Learning, Explainable AI

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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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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