Search Results - "Kang, James Jin"

Classification of Skin Disease Using Deep Learning Neural Networks with MobileNet V2 and LSTM by Srinivasu, Parvathaneni Naga, SivaSai, Jalluri Gnana, Ijaz, Muhammad Fazal, Bhoi, Akash Kumar, Kim, Wonjoon, Kang, James Jin

“…Deep learning models are efficient in learning the features that assist in understanding complex patterns precisely. This study proposed a computerized process…”
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A Comprehensive Review on Machine Learning in Healthcare Industry: Classification, Restrictions, Opportunities and Challenges by An, Qi, Rahman, Saifur, Zhou, Jingwen, Kang, James Jin

“…Recently, various sophisticated methods, including machine learning and artificial intelligence, have been employed to examine health-related data. Medical…”
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Effect of post deposition annealing on the sensing properties of thin film Ruthenium Oxide (RuO2) pH sensor by Shylendra, Shim, Wajrak, Magdalena, Alameh, Kamal, Kang, James Jin

“…The use of Ruthenium Oxide (RuO2) as a pH sensor is a relatively novel idea and understanding how preparation of the sensor effects and its sensing properties…”
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Enhanced Heart Rate Prediction Model Using Damped Least-Squares Algorithm by An, Angela, Al-Fawa'reh, Mohammad, Kang, James Jin

“…Monitoring a patient's vital signs is considered one of the most challenging problems in telehealth systems, especially when patients reside in remote…”
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Nafion Modified Titanium Nitride pH Sensor for Future Biomedical Applications by Shylendra, Shimrith Paul, Wajrak, Magdalena, Alameh, Kamal, Kang, James Jin

“…pH sensors are increasingly being utilized in the biomedical field and have been implicated in health applications that aim to improve the monitoring and…”
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MalBoT-DRL: Malware Botnet Detection Using Deep Reinforcement Learning in IoT Networks by Al-Fawa'reh, Mohammad, Abu-Khalaf, Jumana, Szewczyk, Patryk, Kang, James Jin

“…In the dynamic landscape of cyber threats, multi-stage malware botnets have surfaced as significant threats of concern. These sophisticated threats can exploit…”
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An Energy-Efficient and Secure Data Inference Framework for Internet of Health Things: A Pilot Study by Kang, James Jin, Dibaei, Mahdi, Luo, Gang, Yang, Wencheng, Haskell-Dowland, Paul, Zheng, Xi

“…Privacy protection in electronic healthcare applications is an important consideration, due to the sensitive nature of personal health data. Internet of Health…”
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No Soldiers Left Behind: An IoT-Based Low-Power Military Mobile Health System Design by Kang, James Jin, Yang, Wencheng, Dermody, Gordana, Ghasemian, Mohammadreza, Adibi, Sasan, Haskell-Dowland, Paul

“…There has been an increasing prevalence of ad-hoc networks for various purposes and applications. These include Low Power Wide Area Networks (LPWAN) and…”
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Trusted Time-Based Verification Model for Automatic Man-in-the-Middle Attack Detection in Cybersecurity by Kang, James Jin, Fahd, Kiran, Venkatraman, Sitalakshmi

“…Due to the prevalence and constantly increasing risk of cyber-attacks, new and evolving security mechanisms are required to protect information and networks…”
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Systematic Predictive Analysis of Personalized Life Expectancy Using Smart Devices by Kang, James, Adibi, Sasan

“…With the emergence of technologies such as electronic health and mobile health (eHealth/mHealth), cloud computing, big data, and the Internet of Things (IoT),…”
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An Enhanced Inference Algorithm for Data Sampling Efficiency and Accuracy Using Periodic Beacons and Optimization by Kang, James Jin, Fahd, Kiran, Venkatraman, Sitalakshmi

“…Transferring data from a sensor or monitoring device in electronic health, vehicular informatics, or Internet of Things (IoT) networks has had the enduring…”
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Bushfire Disaster Monitoring System Using Low Power Wide Area Networks (LPWAN) by Kang, James, Adibi, Sasan

“…Some applications, including disaster monitoring and recovery networks, use low-power wide-area networks (LPWAN). LPWAN sensors capture data bits and transmit…”
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Vehicular Alarm System Using mHealth Data and Lightweight Security Algorithms by Kang, James, Parvin, Sazia, Fahd, Kiran, Venkatraman, Sitalakshmi

“…Among the various factors affecting long distance driving are the risks imposed by a driver’s health, which could result in road accidents. Internet of Things…”
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Enhancement of Healthcare Data Performance Metrics using Neural Network Machine Learning Algorithms by An, Qi, Szewczyk, Patryk, Johnstone, Michael N, Jin Kang, James

“…Patients are often encouraged to make use of wearable devices for remote collection and monitoring of health data. This adoption of wearables results in a…”
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Enhancement of Healthcare Data Performance Metrics using Neural Network Machine Learning Algorithms by An, Qi, Szewczyk, Patryk, Johnstone, Michael N, Kang, James Jin

“…Patients are often encouraged to make use of wearable devices for remote collection and monitoring of health data. This adoption of wearables results in a…”
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DoS/DDoS-MQTT-IoT: A dataset for evaluating intrusions in IoT networks using the MQTT protocol by Alatram, Alaa, Sikos, Leslie F., Johnstone, Mike, Szewczyk, Patryk, Kang, James Jin

“…Adversaries may exploit a range of vulnerabilities in Internet of Things (IoT) environments. These vulnerabilities are typically exploited to carry out…”
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A linear convolution-based cancelable fingerprint biometric authentication system by Yang, Wencheng, Wang, Song, Kang, James Jin, Johnstone, Michael N., Bedari, Aseel

“…Authentication is a critical requirement of many systems, in domains such as law enforcement, financial services and consumer devices. Due to poor user…”
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Predictive data mining for Converged Internet of Things: A Mobile Health perspective by Jin Kang, James, Adibi, Sasan, Larkin, Henry, Luan, Tom

“…Mobile Health (mHealth) is now emerging with Internet of Things (IoT), Cloud and big data along with the prevalence of smart wearable devices and sensors…”
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A Military Human Performance Management System Design using Machine Learning Algorithms by Kang, James Jin

“…The area of human performance improvement has become a greater focus in recent military contexts as evidenced by Australian Defence Force projects. The aim of…”
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A Military Mobile Network Design: mHealth, IoT and Low Power Wide Area Networks by Kang, James Jin

“…Networks for military applications have unique characteristics as they have high security requirements and adaptability to changing circumstances and…”
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