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Research Interests:
Research Interests:
- Big Data and Social Network Analytics
- Data Mining
- Machine Learning
- Pervasive Computing
Education:
Education:
- Ph.D in Electrical Engineering, National Taiwan University
- B.S. in Computer Science, National Chiao Tung University
Professional Activities:
Professional Activities:
- Reviewer, Journal of Signal Processing Systems
- Reviewer, International Journal of Innovative Research in Computer and Communication Engineering
- Reviewer, Data and Knowledge Engineering
- Invited Speaker, “Ensemble of Diverse Sparsifications,” Appier AI Forum, Taipei, Taiwan, 2015
- Visiting Scholar, Department of Computer Science, University of Illinois at Chicago (UIC), USA, 2013
Publications:
Publications:
Conferences
- Y. Huang, Y.-C. Chen, C.-W. You, D.-X. Wu, Y.-L. Chen, K.-L. Hua, and Y.-J. Hsu, “Toward an Easy Deployable Outdoor Parking System – Lessons from Long-term Deployment,” Proceedings of the 2017 IEEE International Conference on Pervasive Computing and Communications (PerCom 2017), March 13-17, 2017. [EI, acceptance rate=16.5%]
- H. Lee, Y.-L. Chen, C. Lee, K. L. Chen, “A Study of Customer Relationship Management (CRM) and Social Networks,” Proceedings of the 27th Annual Conference of International Information Management Association (IIMA 2016), September 19-21, 2016.
- Y.-L. Chen, M.-S. Chen, and P. S. Yu, "Ensemble of Diverse Sparsifications for Link Prediction in Large-Scale Networks," Proceedings of the 2015 IEEE International Conference on Data Mining (ICDM 2015), November 14-17, 2015. [EI, acceptance rate=8.4%]
- Y. Huang, D.-X. Wu, C.-W. You, C.-L. Yang, S.-Y. Lau, K.-L. Hua, W.-H. Cheng, Y.-L. Chen, and Y.-J. Hsu, "Exploring the Need for Sensor Learning and Collaboration in IoT-based Parking Systems," Proceedings of the 13th ACM Conference on Embedded Networked Sensor Systems (SenSys 2015) (poster session), November 1-4, 2015. [EI, acceptance rate=20%]
- D.-N. Yang, Y.-L. Chen, W.-C. Lee, and M.-S. Chen, "On Social-Temporal Group Query with Acquaintance Constraint," Proceedings of the 37th International Conference on Very Large Data Bases (VLDB 2011), August 29-September 3, 2011. [EI, acceptance rate=18.1%]
- C.-W. You, Y.-L. Chen, W.-H. Cheng, M.-S. Chen, and S.-A. Tsai, "SocialCRC: A Social- and Context-Aware Rendezvous Coordination System," Proceedings of the 28th ACM Conference on Human Factors in Computing Systems (CHI 2010) (extended abstract), April 10-15, 2010. [EI, acceptance rate=24%]
- W.-C. Peng, W.-T. Huang, Y.-L. Chen, and P.-C. Liao, "TagFree: Identifying Users without Tags in Smart Home Environments," Proceedings of the 2007 IEEE International Conference on Systems, Man, and Cybernetics (SMC 2007), October 7-10, 2007. [EI]
Journals
- C.-W. You, Y.-L. Chen, and W.-H. Cheng, "SocialCRC: Enabling Socially-Consensual Rendezvous Coordination by Mobile Phones," Pervasive and Mobile Computing, vol. 25, pp. 67-87, January 2016. [SCIE, EI, IF=1.719]
- C.-W. You, C.-C. Wei, Y.-L. Chen, H.-H. Chu, and M.-S. Chen, "Shopping Time Monitoring in Physical Stores Using Mobile Phones," IEEE Pervasive Computing, vol. 10, no. 2, pp. 37-43, April 2011. [SCIE, EI, IF=1.836]
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