Search Results - "Kwak, Daehan"
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Fuzzy Ontology and LSTM-Based Text Mining: A Transportation Network Monitoring System for Assisting Travel
Published in Sensors (Basel, Switzerland) (09-01-2019)“…Intelligent Transportation Systems (ITSs) utilize a sensor network-based system to gather and interpret traffic information. In addition, mobility users…”
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A smart healthcare monitoring system for heart disease prediction based on ensemble deep learning and feature fusion
Published in Information fusion (01-11-2020)“…•The accurate prediction of heart disease is essential to treat the patient efficiently.•Feature fusion can provide rich healthcare data for heart disease…”
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The Internet of Things for Health Care: A Comprehensive Survey
Published in IEEE access (01-01-2015)“…The Internet of Things (IoT) makes smart objects the ultimate building blocks in the development of cyber-physical smart pervasive frameworks. The IoT has a…”
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Using Modified Technology Acceptance Model to Evaluate the Adoption of a Proposed IoT-Based Indoor Disaster Management Software Tool by Rescue Workers
Published in Sensors (Basel, Switzerland) (26-02-2022)“…Advancements in IoT technology have been instrumental in the design and implementation of various ubiquitous services. One such design activity was carried out…”
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5
Sentiment analysis of the COVID-19 vaccine perception
Published in Health informatics journal (01-01-2024)“…The sharp rise in coronavirus cases in the United States, as well as other countries, is driven by variants such as the Omicron substrain, BA4 and BA5. Keeping…”
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6
DMTO: a realistic ontology for standard diabetes mellitus treatment
Published in Journal of biomedical semantics (06-02-2018)“…Treatment of type 2 diabetes mellitus (T2DM) is a complex problem. A clinical decision support system (CDSS) based on massive and distributed electronic health…”
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A Framework for Maternal Physical Activities and Health Monitoring Using Wearable Sensors
Published in Sensors (Basel, Switzerland) (21-07-2021)“…We propose a physical activity recognition and monitoring framework based on wearable sensors during maternity. A physical activity can either create or…”
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A Survey of EEG and Machine Learning-Based Methods for Neural Rehabilitation
Published in IEEE access (2023)“…One approach to therapy and training for the restoration of damaged muscles and motor systems is rehabilitation. EEG-assisted Brain-Computer Interface (BCI)…”
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Sensors Faults Classification and Faulty Signals Reconstruction Using Deep Learning
Published in IEEE access (2024)“…Sensor fault classification and reconstruction frameworks are crucial for the stable, safe, and reliable operations of Structural Health Monitoring (SHM)…”
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10
Location Centric Energy Harvesting Aware Routing Protocol for IoT in Smart Cities
Published in IEEE access (2023)“…Battery technology revolutionized power storage for various purposes, including uninterrupted IoT-based Wireless Sensor Networks (WSNs) operations. However,…”
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Barrier Access Control Using Sensors Platform and Vehicle License Plate Characters Recognition
Published in Sensors (Basel, Switzerland) (09-07-2019)“…The paper proposes a sensors platform to control a barrier that is installed for vehicles entrance. This platform is automatized by image-based license plate…”
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Fuzzy Logic-Based Approach for Location Identification and Routing in the Outdoor Environment
Published in IEEE access (2023)“…Finding the precise and accurate location of devices on road networks is challenging in remote areas with poor internet connectivity and Global Positioning…”
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Performance analysis and optimization of multiple IIoT devices radio frequency energy harvesting NOMA mobile edge computing networks
Published in Alexandria engineering journal (15-09-2023)“…In this day and age, the Industrial Internet of Things (IIoT) has been considered to revolutionize industrial manufacturing by capturing and accessing massive…”
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14
Emotion Quantification Using Variational Quantum State Fidelity Estimation
Published in IEEE access (2022)“…Sentiment analysis has been instrumental in developing artificial intelligence when applied to various domains. However, most sentiments and emotions are…”
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Beyond the Illusion: Ensemble Learning for Effective Voice Deepfake Detection
Published in IEEE access (2024)“…Deepfake synthetic media, manipulated using artificial intelligence to mimic authenticity, has become more dangerous in the modern digital era. Despite…”
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Seeing Is Believing: Sharing Real-Time Visual Traffic Information via Vehicular Clouds
Published in IEEE access (2016)“…From today's conventional cars to tomorrow's self-driving cars, advances in technology will enable vehicles to be equipped with more and more-sophisticated…”
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17
User Safety and Security in the Metaverse: A Critical Review
Published in IEEE open journal of the Communications Society (2024)“…The Metaverse envisions a future where immersive online interactions become the norm. However, this vision can only be safely realized if user safety and…”
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A Distributed Fuzzy Optimal Decision Making Strategy for Task Offloading in Edge Computing Environment
Published in IEEE access (01-01-2023)“…With the technological evolution of mobile devices, 5G and 6G communication and users' demand for new generation applications viz. face recognition, image…”
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A Fuzzy Ontology and SVM-Based Web Content Classification System
Published in IEEE access (01-01-2017)“…The volume of adult content on the world wide web is increasing rapidly. This makes an automatic detection of adult content a more challenging task, when…”
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Robust and Secure Medical Image Watermarking for Edge-Enabled e-Healthcare
Published in IEEE access (2023)“…Advancements in networking technologies have enabled doctors to remotely diagnose and monitor patients using the Internet of Medical Things (IoMT),…”
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