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Assistant Research Scientist   |  Hsiao, Chiu-Han  
 
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Publications
 
Journal Articles
 
1. Y. C. Chang, J. H. Lin, and C. H. Hsiao, "Examining Effective Means to Reduce Food Waste Behaviour in Buffet Restaurants," to appear in International Journal of Gastronomy and Food Science.
2. C. H. Hsiao, T. L. Sun, P. C. Lin, T. Y. Peng, Y. H. Chen, C. Y. Cheng, F. J. Yang, S. Y. Yang, C. H. Wu, F. Y. S. Lin, and Y. Huang, "A Deep Learning-based Precision Volume Calculation Approach for Kidney and Tumor Segmentation on Computed Tomography Images," Computer Methods and Programs in Biomedicine, volume 221, pages 106861-106874, June 2022.
3. C. H. Hsiao, P. C. Lin, L. A. Chung, F. Y. S. Lin, F. J. Yang, S. Y. Yang, C. H. Wu, Y. Huang, and T. L. Sun, "A Deep Learning-based Precision and Automatic Kidney Segmentation System Using Efficient Feature Pyramid Networks in Computed Tomography Images," Computer Methods and Programs in Biomedicine, volume 221, pages 106854-106871, June 2022.
4. C. H. Lee, R. Y. Chang, S. M. Cheng, C. H. Lin, and C. H. Hsiao, "Joint Beamforming and Power Allocation for M2M/H2H Co-Existence in Green Dynamic TDD Networks: Low-Complexity Optimal Designs," IEEE Internet of Things Journal, volume 9, number 6, pages 4799-4815, March 2022.
5. C. H. Hsiao, Y. F. Wen, F. Y. S. Lin, Y. F. Chen, Y. Huang, Y. C. Su, and Y. S. Wu, "An Optimization-Based Orchestrator for Resource Access and Operation Management in Sliced 5G Core Networks," Sensors, volume 22, number 1, pages 100-125, January 2022.
6. C. H. Hsiao, F. Y. S. Lin, H. J. Yang, Y. Huang, Y. F. Chen, C. W. Tu, and S. Y. Zhang, "Optimization-Based Approaches for Minimizing Deployment Costs for Wireless Sensor Networks with Bounded Estimation Errors," Sensors, volume 21, number 21, pages 7121-7142, October 2021.
7. F. Y. S. Lin, C. H. Hsiao, S. Y. Zhang, Y. P. Rung, and Y. X. Chen, "Cross-Device Matching Approaches: Word Embedding and Supervised Learning," Cluster Computing, volume 24, number 4, pages 3043-3053, June 2021.
8. C. H. Hsiao, F. Y. S. Lin, E. S. H. Fang, Y. F. Chen, Y. F. Wen, Y. Huang, Y. C. Su, Y. S. Wu, and H. Y. Kuo, "Optimization-Based Resource Management Algorithms with Considerations of Client Satisfaction and High Availability in Elastic 5G Network Slices," Sensors, volume 21, number 5, pages 1882-1904, March 2021.
9. F. Y. S. Lin, C. M. Chiu, C. H. Hsiao, and Y. F. Wen, "Optimization-Based Offloading and Routing Strategies for Sensor-Enabled Video Surveillance Networks," IEEE ACCESS, volume 8, pages 184284-184297, October 2020.
10. C. H. Hsiao, Y. F. Wen, F. Y. S. Lin, and S. T. Kuo, "Markov Decision Process to Achieve Near-Optimal Admission Control Mechanism for 5G Cloud Radio Networks," Journal of Internet Technology, volume 20, number 5, pages 1561-1573, September 2019.
11. F. Y. S. Lin, Y. F. Wen, L. W. Fang, and C. H. Hsiao, "Resource Allocation and Multisession Routing Algorithms in Coordinated Multipoint Wireless Communication," IEEE Systems Journal, volume 12, number 3, pages 2226-2237, September 2018.
12. C. H. Hsiao, V. Rampa, Y. F. Wen, and F. Y. S. Lin, "A Testbed-based Framework for Performance Evaluation of Multicast Broadcast Systems in OFDMA Networks," Wireless Communications and Mobile Computing, volume 16, number 2, pages 150-165, February 2016.
13. F. Y. S. Lin, C. H. Hsiao, H. H. Yen, and Y. J. Hsieh, "A Near-Optimal Distributed QoS Constrained Routing Algorithm for Multichannel Wireless Sensor Networks," Sensors, volume 13, number 12, pages 16424-16450, December 2013.
14. F. Y. S. Lin, C. H. Hsiao, K. C. Chu, and Y. H. Liu, "Minimum-Cost QoS-Constrained Deployment and Routing Policies for Wireless Relay Networks," Journal of Applied Mathematics, volume 2013, pages 517846-517865, July 2013.
15. F. Y. S. Lin, C. H. Hsiao, L. S. C. Lin, and Y. F. Wen, "Utilizing Joint Routing and Capacity Assignment Algorithms to Achieve Inter- and Intra-group Delay Fairness in Multi-rate Multicast Wireless Sensor Network," Sensors, volume 13, number 3, pages 3588-3614, March 2013.
 
 
Conference Papers
 
1. C. H. Hsiao, T. Y. Peng, W. C. Huang, H. I. Teng, T. M. Lu, F. Y. S. Lin, and Y. Huang, "A Federated Learning-based Precision Prediction Model for External Elastic Membrane and Lumen Boundary Segmentation in Intravascular Ultrasound Images," The 36-th International Conference on Advanced Information Networking and Applications (AINA-2022), pages 375-386, April 2022.
2. C. H. Hsiao, P. C. Yu, C. Y. Hsieh, B. Z. Zhong, Y. L. Tsai, H. M. Cheng, W. L. Chang, F. Y. S. Lin, and Y. Huang, "A Machine Learning-based Model for Predicting the Risk of Cardiovascular Disease," The 36-th International Conference on Advanced Information Networking and Applications (AINA-2022), pages 364-374, April 2022.
3. C. J. Huang, F. S. Hsu, S. C. Lin, C. H. Hsiao, Yennun Huang, S. R. Huang, F. Y. S. Lin, and C. W. Chen, "A Wavelet Transform Based Denoising Algorithm for Breathing Sound Detection," ANESTHESIOLOGY, October 2021.
4. F. Y. S. Lin, W. Y. Lin, K. Y. Tai, C. H. Hsiao, and H. J. Yang, "A Usage-based Insurance Policy Bidding and Support Platform Using Internet of Vehicles Infrastructure and Blockchain Technology," The 35th International Conference on Advanced Information Networking and Applications (AINA-2021), volume 2, Leonard Barolli, Isaac Woungang and and Tomoya Enokido, editors, Springer International Publishing, pages 240-249, May 2021.
5. C. H. Hsiao, M. C. Tsai, F. Y. S. Lin, P. C. Lin, F. J. Yang, S. Y. Yang, S. Y. Wang, P. R. Liu, and Y. Huang, "Automatic Kidney Volume Estimation System Using Transfer Learning Techniques," The 35th International Conference on Advanced Information Networking and Applications (AINA-2021), volume 2, Leonard Barolli, Isaac Woungang and and Tomoya Enokido, editors, Springer International Publishing, pages 370-381, May 2021.
6. C. H. Hsiao, T. W. Lin, C. W. Lin, F. Y. S. Lin, F. S. Hsu, C. W. Chen, and C. M. Chung, "Breathing Sound Segmentation and Detection Using Transfer Learning Techniques on an Attention-Based Encoder-Decoder Architecture," 2020 42nd Annual International Conference of the IEEE Engineering in Medicine Biology Society (EMBC-2020), pages 754-759, July 2020.
7. F. Y. S. Lin, E. S. H. Fang, and C. H. Hsiao, "Facial Recognition and Emotion Detection System for Dynamic Advertisement Allocation," The Fourteenth International Conference on Internet and Web Applications and Services (ICIW-2019), pages 7-12, July 2019.
8. F. Y. S. Lin, E. S. H. Fang, C. H. Hsiao, and H. H. Lin, "Utilizing Artificial Neural Networks to Identify Influencers for Crowdfunding Campaigns on Twitter," The Fourteenth International Conference on Internet and Web Applications and Services (ICIW-2019), pages 27-35, July 2019.
9. F. Y. S. Lin, C. H. Hsiao, Y. F. Wen, and Y. S. Wu, "Optimization-Based Resource Management Strategies for 5G C-RAN Slicing Capabilities," The 10th International Conference on Ubiquitous and Future Networks (ICUFN-2018), pages 346-351, July 2018.
10. F. Y. S. Lin, C. H. Hsiao, Y. F. Wen, and Y. C. Su, "Adaptive Broadcast Routing Assignment Algorithm for Blockchain Synchronization Services," The 10th International Conference on Ubiquitous and Future Networks (ICUFN-2018), pages 487-492, July 2018.
11. S. Y. Chen, F. Y. S. Lin, Y. F. Wen, and C. H. Hsiao, "Starvation-Avoidance Routing Assignment for Multihop Wireless Networks," The 32nd IEEE International Conference on Advanced Information Networking and Applications (AINA-2018), pages 366-372, May 2018.
12. F. Y. S. Lin, C. H. Hsiao, Y. F. Wen, and P. C. Chien, "Dynamical Cloud Hosts Assignment to Achieve Cost-Effectiveness in Cloud Radio Access Networks," The Nineth International Conference on Ubiquitous and Future Networks (ICUFN-2017), pages 306-311, July 2017.
13. F. Y. S. Lin, M.C. Tsai, Y. F. Wen, and C. H. Hsiao, "Adaptive Power Ranges and Associations for Self-Healing in Multiple Types of Wi-Fi Networks," The 13th International Wireless Communications and Mobile Computing Conference (IWCMC-2017), pages 1084-1089, June 2017.
14. L. W. Fang, F. Y. S. Lin, Y. F. Wen, and C. H. Hsiao, "Optimize Quality-of-Experience with Scheduling Design in Heterogeneous Wireless Networks," 2016 International Conference on Business and Information (BAI-2016), July 2016.
15. F. Y. S. Lin, C. H. Hsiao, and Y. F. Wen, "A Precision Operation Optimization for Detection-Based Sensor Networks," The 30th IEEE International Conference on Advanced Information Networking and Applications (AINA-2016), pages 444-451, March 2016.
16. Y. F. Wen, S. Y. Chen, C. H. Hsiao, and F. Y. S. Lin, "Explore and Analyze the Performance Factors for Wi-Fi Sensing Starvation Problems," The 30th IEEE International Conference on Advanced Information Networking and Applications (AINA-2016), pages 290-296, March 2016.
 
 
 
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