Search Results - "Sohn, Insoo"

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  1. 1

    A Low Complexity PAPR Reduction Scheme for OFDM Systems via Neural Networks by Sohn, Insoo

    Published in IEEE communications letters (01-02-2014)
    “…Peak-to-average power ratio (PAPR) reduction is one of the key components in orthogonal frequency division multiplexing (OFDM) systems. Among various PAPR…”
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    Journal Article
  2. 2

    Access point selection game with mobile users using correlated equilibrium by Sohn, Insoo

    Published in PloS one (18-03-2015)
    “…One of the most important issues in wireless local area network (WLAN) systems with multiple access points (APs) is the AP selection problem. Game theory is a…”
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    Journal Article
  3. 3

    Neural Network Based Simplified Clipping and Filtering Technique for PAPR Reduction of OFDM Signals by Sohn, Insoo, Kim, Sung Chul

    Published in IEEE communications letters (01-08-2015)
    “…Many iterative clipping and filtering (ICF) based techniques have been proposed that achieve similar peak-to-average power ratio (PAPR) reduction of orthogonal…”
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  4. 4

    Robustness enhancement of complex networks via No-Regret learning by Sohn, Insoo

    Published in ICT express (01-09-2019)
    “…Optimizing complex networks to be resilient against various attack models has been an important problem that is actively studied in the academia. In the…”
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  5. 5

    Smart Lithium-Ion Battery Monitoring in Electric Vehicles: An AI-Empowered Digital Twin Approach by Pooyandeh, Mitra, Sohn, Insoo

    Published in Mathematics (Basel) (01-12-2023)
    “…This paper presents a transformative methodology that harnesses the power of digital twin (DT) technology for the advanced condition monitoring of lithium-ion…”
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  6. 6

    Cybersecurity in the AI-Based Metaverse: A Survey by Pooyandeh, Mitra, Han, Ki-Jin, Sohn, Insoo

    Published in Applied sciences (01-12-2022)
    “…The Metaverse is a multi-user virtual world that combines physical reality with digital virtual reality. The three basic technologies for building the…”
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  7. 7

    AI based energy harvesting security methods: A survey by Mohammadi, Masoumeh, Sohn, Insoo

    Published in ICT express (01-12-2023)
    “…Energy Harvesting (EH) as a power source plays a critical role in the advent of new technologies such as the Internet of Things (IoT). But, by providing power…”
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  8. 8

    Neural Network Optimization Based on Complex Network Theory: A Survey by Chung, Daewon, Sohn, Insoo

    Published in Mathematics (Basel) (01-01-2023)
    “…Complex network science is an interdisciplinary field of study based on graph theory, statistical mechanics, and data science. With the powerful tools now…”
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  9. 9

    Security methods for AI based COVID-19 analysis system : A survey by Shamshiri, Samaneh, Sohn, Insoo

    Published in ICT express (01-12-2022)
    “…Rapid progress and widespread outbreak of COVID-19 have caused devastating influence on the health systems all around the world. The importance of…”
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    Journal Article
  10. 10

    Influence of random topology in artificial neural networks: A survey by Kaviani, Sara, Sohn, Insoo

    Published in ICT express (01-06-2020)
    “…Due to the fully-connected complex structure of Artificial Neural Networks (ANNs), systems based on ANN may consume much computational time, energy and space…”
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  11. 11

    New SLM scheme to reduce the PAPR of OFDM signals using a genetic algorithm by Sohn, Insoo

    Published in ICT express (01-06-2016)
    “…Selected mapping (SLM) is a popular peak-to-average power ratio (PAPR) reduction technique suitable for use in orthogonal frequency division multiplexing…”
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  12. 12

    DB-COVIDNet: A Defense Method against Backdoor Attacks by Shamshiri, Samaneh, Han, Ki Jin, Sohn, Insoo

    Published in Mathematics (Basel) (01-10-2023)
    “…With the emergence of COVID-19 disease in 2019, machine learning (ML) techniques, specifically deep learning networks (DNNs), played a key role in diagnosing…”
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  13. 13

    Study of scale-free structures in feed-forward neural networks against backdoor attacks by Kaviani, Sara, Sohn, Insoo

    Published in ICT express (01-06-2021)
    “…Due to the computational complexities of artificial neural networks, MLaaS (machine learning as a service), which is one of the main cloud computing services,…”
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  14. 14

    Deep belief network based intrusion detection techniques: A survey by Sohn, Insoo

    Published in Expert systems with applications (01-04-2021)
    “…•Overview of the data set and the performance metric in intrusion detection.•Description on Deep Belief Network technology.•Comparative analysis of DBN-IDS…”
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  15. 15

    Optimizing Cellular Networks Enabled with Renewal Energy via Strategic Learning by Sohn, Insoo, Liu, Huaping, Ansari, Nirwan

    Published in PloS one (13-07-2015)
    “…An important issue in the cellular industry is the rising energy cost and carbon footprint due to the rapid expansion of the cellular infrastructure. Greening…”
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  16. 16

    Reconstructing Damaged Complex Networks Based on Neural Networks by Lee, Ye, Sohn, Insoo

    Published in Symmetry (Basel) (01-12-2017)
    “…Despite recent progress in the study of complex systems, reconstruction of damaged networks due to random and targeted attack has not been addressed before. In…”
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  17. 17

    Application of complex systems topologies in artificial neural networks optimization: An overview by Kaviani, Sara, Sohn, Insoo

    Published in Expert systems with applications (15-10-2021)
    “…•Overview of complex systems structures and topologies.•Review on application of small-world topology to neural networks.•Review on application of scale-free…”
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  18. 18

    A robust complex network generation method based on neural networks by Sohn, Insoo

    Published in Physica A (01-06-2019)
    “…To enhance the network tolerance against numerous network attack strategies, various techniques to optimize conventional complex networks, such as scale-free…”
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  19. 19

    Defense against neural trojan attacks: A survey by Kaviani, Sara, Sohn, Insoo

    Published in Neurocomputing (Amsterdam) (29-01-2021)
    “…Deep learning techniques have become significantly prevalent in many real-world problems including a variety of detection, recognition, and classification…”
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  20. 20

    Adversarial attacks and defenses on AI in medical imaging informatics: A survey by Kaviani, Sara, Han, Ki Jin, Sohn, Insoo

    Published in Expert systems with applications (15-07-2022)
    “…In recent years, medical images have significantly improved and facilitated diagnosis in versatile tasks including classification of lung diseases, detection…”
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