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Article
Open AccessDevelopment and Validation of a 3D Resnet Model for Prediction of Lymph Node Metastasis in Head and Neck Cancer Patients
The accurate diagnosis and staging of lymph node metastasis (LNM) are crucial for determining the optimal treatment strategy for head and neck cancer patients. We aimed to develop a 3D Resnet model and investi...
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Article
Networking Data and Intelligent Management in the Post-COVID19 Era: A Report on APNOMS 2021
This article presents a report on APNOMS 2021, which was held on September 8–10, 2021 in Tainan, Taiwan. The theme of APNOMS 2021 was “Networking Data and Intelligent Management in the Post-COVID19 Era.”
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Chapter and Conference Paper
Bandwidth Allocation for eMBB and mMTC Slices Based on AI-Aided Traffic Prediction
Network slicing has emerged as a key enabler to address the diverse requirements of the fast-growing Internet of Things (IoT), such as enhanced Mobile Broad Band (eMBB) and massive Machine Type Communication (...
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Chapter and Conference Paper
MR-Based UAV Route Planning for the Coverage Task
In this work, we define a new problem called coverage task, which is to plan a flying route for a UAV to inspect a structure surface of interest with a certain visual quality ensurance. Users can use the desig...
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Chapter and Conference Paper
Combined Bayesian and RNN-Based Hyperparameter Optimization for Efficient Model Selection Applied for autoML
The field of hyperparameter optimization (HPO) in auto machine learning (autoML) has been intensively studied, mainly in auto model selection (AMS), which finds the best set of hyperparameters, and neural arch...
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Article
Towards Service and Networking Intelligence for Humanity: A Report on APNOMS 2020
This article presents a report on APNOMS 2020, which was held on September 22–25, 2020, at EXCO, Daegu, South Korea. The theme of APNOMS 2020 was “Towards Service and Networking Intelligence for Humanity."
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Article
Enhanced scheduling schemes with energy conservation for dynamic point selection in cloud radio access networks
In 5G mobile communications, Cloud-RAN (C-RAN) (Camps-Mur et al. in IEEE Commun Mag 57:99–105, 2019) is proposed to provide broadband services. It separates computation entities, i.e., baseband units (BBUs), from...
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Article
Distributed object tracking using moving trajectories in wireless sensor networks
Most recent research on object tracking sensor networks has focused on collecting all data from the sensor network into the sink, which delivers the predicted locations to the corresponding nodes in order to a...
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Chapter and Conference Paper
A Cross-Layer Design for Energy Efficient Sleep Scheduling in Uplink Transmissions of IEEE 802.16 Broadband Wireless Networks
To support mobility, wireless mobile devices are powered by batteries; however, a battery can only store a limited amount of energy. According to the experiment, for a 3G handheld device, the wireless interfac...
