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Search: "[ keyword: Classification ]" (38)

  1. 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

  2. An Approach to Applying Multiple Linear Regression Models by Interlacing Data in Classifying Similar Software
    Hyun-il Lim
    Vol. 18, No. 2, pp. 268-281, Apr. 2022
    10.3745/JIPS.04.0241

    Keywords: Machine Learning, linear regression, Similar Software Classification, Software Analysis

  3. 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

  4. 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

  5. Alsat-2B/Sentinel-2 Imagery Classification Using the Hybrid Pigeon Inspired Optimization Algorithm
    Dounia Arezki, Hadria Fizazi
    Vol. 17, No. 4, pp. 690-706, Aug. 2021
    10.3745/JIPS.02.0158

    Keywords: Alsat-2B, Davies-Bouldin Index, Flower Pollination Algorithm, genetic algorithm, Pigeon-Inspired Optimization, Satellite Image Classification, Sentinel-2

  6. Industrial Process Monitoring and Fault Diagnosis Based on Temporal Attention Augmented Deep Network
    Ke Mu, Lin Luo, Qiao Wang, and Fushun Mao
    Vol. 17, No. 2, pp. 242-252, Apr. 2021
    10.3745/JIPS.04.0211

    Keywords: Deep Learning, Online Fault Classification, Recurrent Neural Networks, Temporal Attention Mechanism

  7. Effective and Efficient Similarity Measures for Purchase Histories Considering Product Taxonomy
    Yu-Jeong Yang, Ki Yong Lee
    Vol. 17, No. 1, pp. 107-123, Feb. 2021
    10.3745/JIPS.04.0209

    Keywords: Hierarchical Classification, Purchase History, Sequence Similarity, Similarity Measure

  8. Multi-granular Angle Description for Plant Leaf Classification and Retrieval Based on Quotient Space
    Guoqing Xu, Ran Wu, Qi Wang
    Vol. 16, No. 3, pp. 663-676, Jun. 2020
    10.3745/JIPS.02.0135

    Keywords: Angle Description, Image retrieval, Leaf Classification, Multi-Granular, Quotient Space

  9. Enhancing the Reliability of Wi-Fi Network Using Evil Twin AP Detection Method Based on Machine Learning
    Jeonghoon Seo, Chaeho Cho, Yoojae Won
    Vol. 16, No. 3, pp. 541-556, Jun. 2020
    10.3745/JIPS.03.0137

    Keywords: Access point, Classification Algorithm, clock skew, Evil Twin AP, rogue AP, wireless network

  10. Three-Dimensional Shape Recognition and Classification Using Local Features of Model Views and Sparse Representation of Shape Descriptors
    Hussein Kanaan, Alireza Behrad
    Vol. 16, No. 2, pp. 343-359, Apr. 2020
    10.3745/JIPS.02.0132

    Keywords: Shape Classification, sparse representation, 3D Local Features, 3D Shape Recognition, View Cube

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

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