Digital Library


Vol. 17, No. 4, Aug. 2021  



  1. Janitza Punto Gutierrez, Kilhung Lee
    Vol. 17, No. 4, pp. 675-689, Aug. 2021  
    https://doi.org/10.3745/JIPS.03.0164

    Keywords: Denial-of-Service, FP-Growth Pre-filtering, HDFS Spark Streaming, Web Log
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  2. Dounia Arezki, Hadria Fizazi
    Vol. 17, No. 4, pp. 690-706, Aug. 2021  
    https://doi.org/10.3745/JIPS.02.0158

    Keywords: Alsat-2B, Davies-Bouldin Index, Flower Pollination Algorithm, genetic algorithm, Pigeon-Inspired Optimization, Satellite Image Classification, Sentinel-2
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  3. Jinah Kim, Junhee Park, Minchan Shin, Jihoon Lee, Nammee Moon
    Vol. 17, No. 4, pp. 707-720, Aug. 2021  
    https://doi.org/10.3745/JIPS.02.0159

    Keywords: Bidirectional Long Short-Term Memory (BiLSTM), Convolutional Neural Network (CNN), Multi-Criteria Recommendation System, Recommendation System
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  4. Qinghua Liu, Qingping Li
    Vol. 17, No. 4, pp. 721-736, Aug. 2021  
    https://doi.org/10.3745/JIPS.01.0079

    Keywords: Cellular MEC System, Markov Decision Process, Resource Allocation, Reinforcement Learning, Task Unloading
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  5. Soroor Malekmohammadi Faradounbeh, SeongKi Kim
    Vol. 17, No. 4, pp. 737-753, Aug. 2021  
    https://doi.org/10.3745/JIPS.02.0162

    Keywords: Denoising, Filtering, Global Illumination, Monte Carlo Noise, Noise Removal
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  6. Min Liu, Jun Tang
    Vol. 17, No. 4, pp. 754-771, Aug. 2021  
    https://doi.org/10.3745/JIPS.02.0161

    Keywords: AlexNet Networks, Attention Mechanism, Concordance Correlation Coefficient, Deep Learning, Feature Layer Fusion, Multimodal Emotion Recognition, Social Networks
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  7. Jisun Kim, Eulhan Jo, Sungwon Lee, Taenam Cho
    Vol. 17, No. 4, pp. 772-786, Aug. 2021  
    https://doi.org/10.3745/JIPS.03.0162

    Keywords: Active Directory, Digital Forensics, Elastic Stack, Microsoft Windows Log, Security, Shared Folder
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  8. Wei Song, Zishu Liu, Yifei Tian, Simon Fong
    Vol. 17, No. 4, pp. 787-800, Aug. 2021  
    https://doi.org/10.3745/JIPS.02.0160

    Keywords: Point Clouds, Pointwise CNN, 3D Object Classification
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  9. Seung Hun Jee, Ji Su Park, Jin Gon Shon
    Vol. 17, No. 4, pp. 801-817, Aug. 2021  
    https://doi.org/10.3745/JIPS.04.0220

    Keywords: Cloud, Network virtualization, NFV, NVO, SDN, Security
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  10. Yuyang Zeng, Ruirui Zhang, Liang Yang, Sujuan Song
    Vol. 17, No. 4, pp. 818-833, Aug. 2021  
    https://doi.org/10.3745/JIPS.04.0221

    Keywords: "Bidirectional Long Short-Term Memory, Convolutional Neural Network, Deep Learning, sentiment analysis, Topic Extraction"
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  11. Yeon Sang Seong, Chaeho Cho, Young Pyo Jun, Yoojae Won
    Vol. 17, No. 4, pp. 834-850, Aug. 2021  
    https://doi.org/10.3745/JIPS.03.0165

    Keywords: access control, File System Filter Driver, mandatory access control, Whitelist, Windows Embedded OS
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  12. Woo-Jin Joe, Hyong-Shik Kim
    Vol. 17, No. 4, pp. 851-865, Aug. 2021  
    https://doi.org/10.3745/JIPS.03.0163

    Keywords: Big data, Host-Based Detection, log, Malware Variants, Sysmon
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