Hot Downloaded Papers (Past 3 months)

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1. 1. A Review of Deep Learning Research
   Ruihui Mu, Xiaoqin Zeng, Vol. 13, No. 4, April 29, 2019
   10.3837/tiis.2019.04.001

   • Deep Learning
   • Machine Learning
   • Artificial intelligence
   • learning model，neural network
   • optimization method
2. 2. A Reusable SQL Injection Detection Method for Java Web Applications
   Chengwan He, Yue He, Vol. 14, No. 6, June 30, 2020
   10.3837/tiis.2020.06.014

   • SQL injection attack
   • aspect-oriented programming
   • Taint Analysis
   • aspect library
   • metamodel
3. 3. A review of Chinese named entity recognition
   Jieren Cheng, Jingxin Liu, Xinbin Xu, Dongwan Xia, Le Liu, Victor S. Sheng, Vol. 15, No. 6, June 30, 2021
   10.3837/tiis.2021.06.004

   • Chinese word segmentation
   • Deep Learning
   • Machine Learning
   • Model framework
   • named entity recognition
4. 4. An Analysis of University Students’ Needs for Learning Support Functions of Learning Management System Augmented with Artificial Intelligence Technology
   Jeonghyun Yun, Taejung Park, Vol. 17, No. 1, January 31, 2023
   10.3837/tiis.2023.01.001

   • AI in Education
   • learning management system
   • Learning Support Function
   • Needs Analysis
5. 5. DP-LinkNet: A convolutional network for historical document image binarization
   Wei Xiong, Xiuhong Jia, Dichun Yang, Meihui Ai, Lirong Li, Song Wang, Vol. 15, No. 5, May 31, 2021
   10.3837/tiis.2021.05.011

   • Degraded document image binarization
   • Semantic segmentation
   • DP-LinkNet
   • encoder-decoder architecture
   • hybrid dilated convolution (HDC)
   • spatial pyramid pooling (SPP)
6. 6. Enhanced Network Intrusion Detection using Deep Convolutional Neural Networks
   Sheraz Naseer, Yasir Saleem, Vol. 12, No. 10, October 30, 2018
   10.3837/tiis.2018.10.028

   • Network intrusion detection
   • Deep Convolutional Neural Networks
   • Deep Learning
   • CNN
   • IDS
   • information security
7. 7. A Domain-independent Dual-image based Robust Reversible Watermarking
   Xuejing Guo, Yixiang Fang, Junxiang Wang, Wenchao Zeng, Yi Zhao, Tianzhu Zhang, Shi Yun-Qing, Vol. 16, No. 12, December 31, 2022
   10.3837/tiis.2022.12.014

   • Domain-independent
   • Dual-image
   • Reversible watermarking
   • Robust watermarking
8. 8. FakedBits- Detecting Fake Information on Social Platforms using Multi-Modal Features
   Dilip Kumar Sharma, Bhuvanesh Singh, Saurabh Agarwal, Hyunsung Kim, Raj Sharma, Vol. 17, No. 1, January 31, 2023
   10.3837/tiis.2023.01.004

   • Deep learning; Learning systems
   • Social Networking Sites
   • Fake information
   • Multi-modal
9. 9. RDNN: Rumor Detection Neural Network for Veracity Analysis in Social Media Text
   SuthanthiraDevi P, Karthika S, Vol. 16, No. 12, December 31, 2022
   10.3837/tiis.2022.12.005

   • Attention Mechanism
   • Bidirectional Long Short Term Memory (Bi-LSTM)
   • Convolution Neural Network (CNN)
   • Deep Learning
   • Natural Language Processing
10. 10. Kakao Deep Reading Index: Consumption Time as a Key Factor in News Curation Algorithm
    Dongkwon Lee, Daewon Kim, Vol. 13, No. 10, October 30, 2019
    10.3837/tiis.2019.10.001

    • News curation
    • Recommendation algorithm
    • Consumption time
    • Deep reading index
    • Kakao
11. 11. Machine learning-based nutrient classification recommendation algorithm and nutrient suitability assessment questionnaire
    JaHyung Koo, LanMi Hwang, HooHyun Kim, TaeHee Kim, JinHyang Kim, HeeSeok Song, Vol. 17, No. 1, January 31, 2023
    10.3837/tiis.2023.01.002

    • Machine Learning
    • Classification
    • Nutrient Deficiency
    • smart healthcare
    • adaptive algorithm
    • Questionnaire
12. 12. Why Social Comparison on Instagram Matters: Its impact on Depression
    Ha Sung Hwang, Vol. 13, No. 3, March 30, 2019
    10.3837/tiis.2019.03.029

    • Instagram
    • social comparison
    • SNS
    • depression
13. 13. R2NET: Storage and Analysis of Attack Behavior Patterns
    M. R. Amal, P. Venkadesh, Vol. 17, No. 2, February 28, 2023
    10.3837/tiis.2023.02.001

    • Cloud computing
    • Honeynet
    • Machine Learning
    • R2NET
    • Zero-day attacks
14. 14. User Bias Drift Social Recommendation Algorithm based on Metric Learning
    Jianli Zhao, Tingting Li, Shangcheng Yang, Hao Li, Baobao Chai, Vol. 16, No. 12, December 31, 2022
    10.3837/tiis.2022.12.001

    • Artificial intelligence
    • Recommender System
    • Social Recommendation
    • Metric learning
    • Matrix decomposition
15. 15. Generative Adversarial Networks: A Literature Review
    Jieren Cheng, Yue Yang, Xiangyan Tang, Naixue Xiong, Yuan Zhang, Feifei Lei, Vol. 14, No. 12, December 31, 2020
    10.3837/tiis.2020.12.001

    • generative adversarial networks
    • Artificial intelligence
    • Generative Model
    • Deep Learning
    • Security
16. 16. Semi-supervised Software Defect Prediction Model Based on Tri-training
    Fanqi Meng, Wenying Cheng, Jingdong Wang, Vol. 15, No. 11, November 30, 2021
    10.3837/tiis.2021.11.009

    • Feature Normalization
    • Oversampling Techniques
    • Software Defect Prediction
    • Semi-supervised learning
    • Unbalanced Classification
17. 17. Technology forecasting from the perspective of integration of technologies: Drone technology
    Jinho Kim, Jaiill Lee, Eunyoung Yang, Seokjoong Kang, Vol. 17, No. 1, January 31, 2023
    10.3837/tiis.2023.01.003

    • technology forecasting
    • Integration of technologies
    • Social Network Analysis
    • Technology growth model
    • UAV
18. 18. Research on Stress Reduction Model Based on Transformer
    Xin Xu, Yikun Zhao, Ruhao Zhang, Tingting Xu, Vol. 16, No. 12, December 31, 2022
    10.3837/tiis.2022.12.009

    • EEG
    • mental stress
    • MUSIC
    • self-attention
    • Transformer
19. 19. Fusion of Blockchain-IoT network to improve supply chain traceability using Ethermint Smart chain: A Review
    Geethu Mary George, L S Jayashree, Vol. 16, No. 11, November 30, 2022
    10.3837/tiis.2022.11.013

    • Ethereum
    • Ethermint
    • Inter Planetary File Systems (IPFS)
    • Lelantos
    • Smart chain Smart Contract
    • Tendermint
20. 20. An Optimized Deployment Mechanism for Virtual Middleboxes in NFV- and SDN-Enabling Network
    Gang Xiong, Penghao Sun, Yuxiang Hu, Julong Lan, Kan Li, Vol. 10, No. 8, August 30, 2016
    10.3837/tiis.2016.08.003

    • Software-Defined Networking
    • network function virtualization
    • Middlebox
    • quantum genetic algorithm
    • game theory
21. 21. Malaysian Name-based Ethnicity Classification using LSTM
    Youngbum Hur, Vol. 16, No. 12, December 31, 2022
    10.3837/tiis.2022.12.004

    • Deep Learning
    • Recurrent Neural Network
    • LSTM
    • Machine Learning
    • Ethnicity Classification
    • Malaysian Name Separation
    • Deep Learning-based Name Separation
22. 22. Overview of Motion-to-Photon Latency Reduction for Mitigating VR Sickness
    Yeongil Ryu, Eun-Seok Ryu, Vol. 15, No. 7, July 31, 2021
    10.3837/tiis.2021.07.013

    • Motion-to-Photon latency
    • tile
    • Video coding
    • Viewport
    • VR sickness
    • 360 degree videos
23. 23. Multi-level Cross-attention Siamese Network For Visual Object Tracking
    Jianwei Zhang, Jingchao Wang, Huanlong Zhang, Mengen Miao, Zengyu Cai, Fuguo Chen, Vol. 16, No. 12, December 31, 2022
    10.3837/tiis.2022.12.011

    • computer vision
    • object tracking
    • Cross-attention
    • self-attention
    • Siamese Network
24. 24. Development of an oneM2M-compliant IoT Platform for Wearable Data Collection
    Il Yeup Ahn, Nak-Myoung Sung1, Jae-Hyun Lim, Jeongwook Seo, Il Dong Yun, Vol. 13, No. 1, January 31, 2019
    10.3837/tiis.2019.01.001

    • Biosignal data
    • Emotion Recognition
    • IoT
    • oneM2M
    • wearable device
25. 25. A new lightweight network based on MobileNetV3
    Liquan Zhao, Leilei Wang, Vol. 16, No. 1, January 31, 2022
    10.3837/tiis.2022.01.001

    • MobileNetV3
    • Real-time image classification
    • Lightweight network
    • Deep Convolutional Neural Network
    • residual structure
26. 26. A Review of Intelligent Self-Driving Vehicle Software Research
    Jeonghwan Gwak, Juho Jung, RyumDuck Oh, Manbok Park, Mukhammad Abdu Kayumbek Rakhimov, Junho Ahn, Vol. 13, No. 11, November 30, 2019
    10.3837/tiis.2019.11.002

    • Self-driving vehicle
    • Road infrastructure
    • Deep Learning
    • Machine Learning
    • Localization
27. 27. Enhanced 3D Residual Network for Human Fall Detection in Video Surveillance
    Suyuan Li, Xin Song, Jing Cao, Siyang Xu, Vol. 16, No. 12, December 31, 2022
    10.3837/tiis.2022.12.012

    • video surveillance
    • Fall Detection
    • Deep Learning
    • residual network
    • 3D CNN
28. 28. A Security-Enhanced Identity-Based Batch Provable Data Possession Scheme for Big Data Storage
    Jining Zhao, Chunxiang Xu, Kefei Chen, Vol. 12, No. 9, September 29, 2018
    10.3837/tiis.2018.09.025

    • Cloud Storage
    • Provable Data Possession
    • identity-based cryptography
    • Provable Security
29. 29. Fully secure non-monotonic access structure CP-ABE scheme
    Dan Yang, BaocangWang, Xuehua Ban, Vol. 12, No. 3, March 30, 2018
    10.3837/tiis.2018.03.019

    • Ciphertext-policy attribute based encryption
    • Non-monotonic access structure
    • full security
    • access control
30. 30. Improved Maximum Access Delay Time, Noise Variance, and Power Delay Profile Estimations for OFDM Systems
    Hanho Wang, Sungmook Lim, Kyunbyoung Ko, Vol. 16, No. 12, December 31, 2022
    10.3837/tiis.2022.12.018

    • maximum access delay time
    • PDP
    • OFDM
    • multipath fading channel
    • ML