​

​

Submissions are under review

​​

1. David Chunhu Li*. A Hybrid Bayesian Network-based Deep Learning Approach Combining Climatic and Reliability Factors to Forecast Electric Vehicle Charging Capacity (submitted and under review)

2. David Chunhu Li*, et al. Enhancing Electric Vehicle Charging Demand Forecasting with Hybrid Markov Chain and Time Series Models (accepted and to be published)

3. David Chunhu Li*, et al. Dynamic Adaptive Optimization of Electric Vehicle Charging Stations Using LSTM-Enhanced Heuristic Approach (submitted and under review)

​

​

Journal Paper

​

1. David Chunhu Li,  Hsuan-Hao Tu, and Li-Der Chou, “Cross-layer detection and defence mechanism against DDoS and DRDoS attacks in software-defined networks using P4 switches,” Computers and Electrical Engineering, vol. 118, p. 109307, 2024. [SCIE, Impact Factor: 4.3]

2. David Chunhu Li*, Javio Renja Felix, Yi-Ling Chin, Leonard Valentino Jusuf, and Louis Jason Susanto, “Integrated Extended Kalman Filter and Deep Learning Platform for Electric Vehicle Battery Health Prediction,” Applied Sciences, vol. 14, no. 11, p. 4354, 2024. [SCIE]

3. David Chunhu Li, Pin-Hao Chen, and Li-Der Chou, “GAP4NSH: A Genetic Service Function Chaining with Network Service Header for P4-based Software-defined Networks,” The Journal of Supercomputing, vol. 79, pp. 11495–11529, 2023. [SCIE]

4. David Chunhu Li, Muhamad Rizka Maulana, and Li-Der Chou, “NNSplit-SØREN: Supporting the Model Implementation of Large Neural Networks in a Programmable Data Plane,” Computer Networks, vol. 222, p. 109537, 2023. DOI: https://doi.org/10.1016/j.comnet.2022.109537. [SCIE, Impact Factor: 5.6, 9/62 in Computer Science, Hardware & Architecture]

5. David Chunhu Li*, Michael Yu-Ching Lin, Li-Der Chou, "Macroscopic Big Data Analysis and Prediction of Driving Behavior With an Adaptive Fuzzy Recurrent Neural Network on the Internet of Vehicles," in IEEE Access, vol. 10, pp. 47881-47895, 2022, doi: 10.1109/ACCESS.2022.3171247.[SCIE]

6. David Chunhu Li, Chiing-Ting Huang, Chia-Wei Tseng, Li-Der Chou, “Fuzzy-based Microservice Resource Management Platform for Edge Computing in the Internet of Things”, Sensors, 2021 May 31; 21(11): 3800. https://doi.org/10.3390/s21113800. [SCIE]

7. David Chunhu Li, Bo-Hui Chen, Chia-Wei Tseng, Li-Der Chou, “A Novel Genetic Service Function Deployment Management Platform for Edge Computing”, Mobile Information Systems, 2020, Volume 2020, Article ID 8830294, 22 pages, https://doi.org/10.1155/2020/8830294. [SCIE]

8. Li-Der Chou, David Chunhu Li, Wei-Sheng Chen, “Design and Implementation of a Novel Location-Aware Wearable Mobile Advertising System.” Journal of Internet Technology, vol 18, no. 5 pp. 963 – 974, 2017. DOI: 10.6138/JIT.2017.18.5.20130620. [SCI].

9. David Chunhu Li, Li-Der Chou, Li-Ming Tseng, Yi-Ming Chen, Kai-Wei Kuo, “A Bipolar Traffic Density Awareness Routing Protocol for Vehicular Ad Hoc Networks.” Mobile Information Systems, vol. 2015, Article ID 401518, 12 pages, 2015. https://doi.org/10.1155/2015/401518. [SCI]. 

10. David Chunhu Li, Li-Der Chou, Li-Ming Tseng, Yi-Ming Chen, “Energy Efficient Min Delay-based Geocast Routing Protocol for the Internet of Vehicles.” Journal of Information Science and Engineering, vol 31, pp. 1903-1918, 2015. DOI:10.6688/JISE.2015.31.6.5 [SCI].

11. Li-Der Chou, Tzu-Chien Liu, David Chunhu Li, Chen-Ming Lin, Yi-Chun Lin, “Development of a Lilliput Multimedia System to Enhance Student’s Learning Motivation.” Journal of Information Science and Engineering, vol 31, pp. 1357-1372, 2015. [SCI]. 

12. Li-Der Chou, Chi-An Jen, David Chunhu Li, and Chun-Tse Lin, “A DHT-based Resource Provision Enquiry for Cloud Computing Interoperability,” in Intelligent Systems and Applications, IOS Press, 2015, pp. 364–372. [EI]

13. Li-Der Chou, David Chunhu Li, Wei-Yong Hong, “Improving Energy-Efficiency Communications with a Battery Lifetime-Aware Mechanism in IEEE802.16e Wireless Networks.” Concurrency and Computation: Practice and Experience, vol 25, no. 1 pp. 94-111, 2012. DOI: 10.1002/cpe.2890. [SCI].

14. Li-Der Chou, Tzu-Chien Liu, David Chunhu Li, Chen-Ming Lin, Yi-Chun Lin, "Improve Mobile and Ubiquitous Learning with a Self-Propelled Toy Car Based Learning System." International Journal of Computer Theory and Engineering, vol. 4, no. 4, pp. 651-655, 2012. <EI (INSPEC, IET) >

​

Patents

​

1. ​基於氣象因素及充電基礎設施故障之充電量預測模型建立方法、其預測方法及系統， 中華民國發明專利，發明第 I852424號，專利權期間：2024年8月1日 至 2043年3月21日

2. 基於氣象因素及充電設施故障之充電量預測系統， 中華民國新型專利， 新型第M643106號，專利權期間：2023年6月21日至2033年4月9日。

3. 能偵測危險駕駛行為程度之系統及其方法 SYSTEM AND METHOD FOR DETECTING SEVERITY OF DANGEROUS DRIVING BEHAVIOR。中華民國專利 TAIWAN。

4. 能偵測危險駕駛行為程度之系統 SYSTEM FOR DETECTING SEVERITY OF DANGEROUS DRIVING BEHAVIOR。中華民國專利 TAIWAN。

5. 急轉彎偵測系統及其方法 SYSTEM AND METHOD FOR DETECTING SHARP TURN OF VEHICLE。中華民國專利 TAIWAN。

6. 急轉彎偵測系統 SYSTEM FOR DETECTING SHARP TURN OF VEHICLE。中華民國專利 TAIWAN 。

7. 基於大數據的行駛路線分析系統及其方法 DRIVING ROUTE ANALYSIS SYSTEM BASED ON BIG DATA AND ANALYSIS METHOD THEREOF。中華民國專利 TAIWAN。

8. 基於大數據的行駛路線分析系統 DRIVING ROUTE ANALYSIS SYSTEM BASED ON BIG DATA THEREOF 。中華民國專利 TAIWAN。

 

 

International Conference Paper

1. David Chunhu Li*, Pei-Chun Ku, Wei Tai, Yu-Ching Lan, and Joener Lusechemad Kingsang, “EVisionary: A Prediction Platform for Electric Vehicle Charging Capacity based on the Impact Analysis of Climate Factors,” in 2024 IEEE 7th Advanced Information Technology, Electronic and Automation Control Conference (IEEE IAEAC 2024), pp. 1–7. Accessed: May 19, 2024. [Online]. Available: https://ieeexplore.ieee.org/abstract/document/10503691/

2. David Chunhu Li*, Patrick Tran Thi My Ngoc, Tyron Rengulbai, Tamir Zolzaya, Arina Yu-Chen Lu, "MyStay: An Enhanced Hotel Reservation System for Seamless Post-Epidemic Hospitality Experience", Proceedings of 2023 IEEE 5th Eurasia Conference on IOT, Communication and Engineering (IEEE ECICE 2023), IEEE, Yunlin, Taiwan, 2023, pp. 646–651. Accessed: Jan. 29, 2024. [Online]. Available: https://ieeexplore.ieee.org/abstract/document/10383036  (Best Conference Paper Award)

3. David Chunhu Li*, Dick Hansel Ryan, Yi-Jie Tang, Chen Tung, and Ren-He Wang, "Design of 5G Artificial Intelligence Internet of Vehicles Big Data Analysis Platform", Proceedings of Taiwan Academic Network Conference (TANET 2021),  Taichung, Taiwan, 2021. pp.1781-1785.

4. Li-Der Chou, Chi-An Jen, David Chunhu Li, Chun-Tse Lin, "A DHT-based Resource Provision Enquiry for Cloud Computing Interoperability.” Proceedings of the International Computer Symposium 2014 (ICS2014), Taichung, Taiwan, 2014. pp. 364 – 372. DOI: 10.3233/978-1-61499-484-8-364.

5. Li-Der Chou, Man Tat Ieong, David Chunhu Li, Yi-Ching Lee, Yin-Hsueh Lin, “A Traffic Signal-Aware Early Warning Scheme in VANETs.” Proceedings of the 8th International Conference on Computing and Convergence Technology (ICCCT2013), 2013. Gyeongju, Korea (South).

6. Li-Der Chou, Bo-Teng Deng, David Chunhu Li, Kai-Wei Kuo, “A Passenger-based Adaptive Traffic Signal Control Mechanism in Intelligent Transportation Systems.” Proceedings of the 12th International Conference on ITS Telecommunications (ITST 2012), Taipei, Taiwan, 2012, pp. 408 – 411.

7. Li-Der Chou, David Chunhu Li, Zheng He, Hui-Fan Chen, Ching-Yung Chen, Hsu-Chuan Wei, Chia-Jen Li, “Design and Implementation of Content-based Filter on Embedded Linux Gateway.” Proceedings of 2012 14th International Conference on Advanced Communication Technology (ICACT), Phoenix Park, PyeongChang, Korea (South), 2012, pp. 1046 –1051. <EI>

8. Li-Der Chou, David Chunhu Li, Wei-Yong Hong, “Improve Energy Efficiency with a Battery Lifetime Aware Mechanism in the IEEE802.16e Broadband Access Networks.” Proceedings of 2011 IEEE 14th International Conference on Computational Science and Engineering (CSE), Dalian, China, 2011, pp. 312 – 316. <EI>

9. Li-Der Chou, David Chunhu Li, Wei-Sheng Chen, “A Novel Application of Electronic Paper in Mobile Advertising Service.” Proceedings of 2011 IEEE 14thInternational Conference on Computational Science and Engineering (CSE), Dalian, China, 2011, pp. 308 – 311. <EI>

10. Li-Der Chou, Tzu-Chien Liu, David Chunhu Li, Yi-Shou Chen, Man Tat Ieong, Pei-Husn Lee, Yi-Chun Lin, “Development of Game-based Learning System Using Toy Robots,” Proceedings of 2011 11th IEEE International Conference on Advanced Learning Technologies (ICALT), Athens, Georgia, USA, 2011, pp. 202 – 204. [Proceedings is in Top-20 at Scholar Google Educational Technology impact List at #19]

11. Li-Der Chou, David Chunhu Li, Hung-Wen Chao, “Mitigate Traffic Congestion with Virtual Data Sink based Information Dissemination in Intelligent Transportation System.” Proceedings of 2011 Third International Conference on Ubiquitous and Future Networks (ICUFN), Dalian, China, 2011, pp. 37 - 42. <EI>

12. Li-Der Chou, Tzu-Chien Liu, David Chunhu Li, Chen-Ming Lin, Yi-Chun Lin, “Improve Mobile and Ubiquitous Learning with a Self-Propelled Toy Car Based Learning System.” Proceedings of 2011 the 4th IEEE International Conference on Computer Science and Information Technology (ICCSIT), Chengdu, China, 2011.

13. David Chunhu Li, Li-Der Chou, Kai-Wei Kuo, “An Intelligent Traffic Density Aware Routing Protocol in Vehicular Ad Hoc Networks.” Proceedings of the 8th Workshop on Wireless, Ad Hoc and Sensor Networks (WASN 2012), August 29 – 30, 2012, Taipei, Taiwan. (Excellent Paper Award)

14. Li-Der Chou, David Chunhu Li, Wei-Sheng Chen, Tai-Yu Hsu, “Developing a Location Awareness Mobile Advertising System.” Proceedings of the 16th Mobile Computing Workshop (MC 2011), June 17, 2011, Kaohsiung, Taiwan.

15. Li-Der Chou, David Chunhu Li, Wei-Yong Hong, “An Adaptive Power Saving Mechanism on IEEE802.16e Networks,” Proceedings of the 15th Mobile Computing Workshop (MC 2010), May 28, 2010, Taichung, Taiwan

​

​

​