Digital Library


Search: "[ keyword: Classification ]" (31)

  1. 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

  2. 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

  3. 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

  4. Topic Extraction and Classification Method Based on Comment Sets
    Xiaodong Tan
    Vol. 16, No. 2, pp. 329-342, Apr. 2020
    10.3745/JIPS.04.0165

    Keywords: Comment Text Set, Emotional Classification, LDA Topic Model, Support Vector Machine

  5. 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

  6. Feature Selection Using Submodular Approach for Financial Big Data
    Girija Attigeri, Manohara Pai M. M, Radhika M. Pai
    Vol. 15, No. 6, pp. 1306-1325, Dec. 2019
    10.3745/JIPS.04.0149

    Keywords: Classification, correlation, Feature Subset Selection, Financial Big Data, Logistic Regression, Submodular Optimization, Support Vector Machine

  7. Learning-Based Multiple Pooling Fusion in Multi-View Convolutional Neural Network for 3D Model Classification and Retrieval
    Hui Zeng, Qi Wang, Chen Li, Wei Song
    Vol. 15, No. 5, pp. 1179-1191, Oct. 2019
    10.3745/JIPS.02.0120

    Keywords: Learning-Based Multiple Pooling Fusion, Multi-View Convolutional Neural Network, 3D Model Classification, 3D Model Retrieval

  8. Time Series Classification of Cryptocurrency Price Trend Based on a Recurrent LSTM Neural Network
    Do-Hyung Kwon, Ju-Bong Kim, Ju-Sung Heo, Chan-Myung Kim, Youn-Hee Han
    Vol. 15, No. 3, pp. 694-706, Jun. 2019
    10.3745/JIPS.03.0120

    Keywords: Classification, Gradient Boosting, Long Short-Term Memory, Time Series Analysis

  9. Sentiment Analysis Main Tasks and Applications: A Survey
    Sara Tedmori, Arafat Awajan
    Vol. 15, No. 3, pp. 500-519, Jun. 2019
    10.3745/JIPS.04.0120

    Keywords: Feature selection, Opinion Mining, Sentiment Analysis, Sentiment Analysis Applications, Sentiment Classification, Sentiment Visualization, Social Media Monitoring

  10. An Improved PSO Algorithm for the Classification of Multiple Power Quality Disturbances
    Liquan Zhao, Yan Long
    Vol. 15, No. 1, pp. 116-126, Feb. 2019
    10.3745/JIPS.04.0102

    Keywords: Classification Accuracy, Classification of Power Quality Disturbance, Particle Swarm Optimization, Support Vector Machine

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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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