Search Results - "Sohn, Insoo"
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A Low Complexity PAPR Reduction Scheme for OFDM Systems via Neural Networks
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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2
Access point selection game with mobile users using correlated equilibrium
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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3
Neural Network Based Simplified Clipping and Filtering Technique for PAPR Reduction of OFDM Signals
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
Robustness enhancement of complex networks via No-Regret learning
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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Smart Lithium-Ion Battery Monitoring in Electric Vehicles: An AI-Empowered Digital Twin Approach
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
Cybersecurity in the AI-Based Metaverse: A Survey
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
AI based energy harvesting security methods: A survey
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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Neural Network Optimization Based on Complex Network Theory: A Survey
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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Security methods for AI based COVID-19 analysis system : A survey
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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10
Influence of random topology in artificial neural networks: A survey
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
New SLM scheme to reduce the PAPR of OFDM signals using a genetic algorithm
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
DB-COVIDNet: A Defense Method against Backdoor Attacks
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
Study of scale-free structures in feed-forward neural networks against backdoor attacks
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
Deep belief network based intrusion detection techniques: A survey
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
Optimizing Cellular Networks Enabled with Renewal Energy via Strategic Learning
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
Reconstructing Damaged Complex Networks Based on Neural Networks
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
Application of complex systems topologies in artificial neural networks optimization: An overview
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
A robust complex network generation method based on neural networks
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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Defense against neural trojan attacks: A survey
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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Adversarial attacks and defenses on AI in medical imaging informatics: A survey
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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