李逸盛, 資科系, 以GPTs為核心的旅遊行程規劃系統 (Graduate Student, University of Washington Bothell)
* 113 年度國科會大專學生研究計畫(工程處)
* 國科會大專生研究創作獎
林可婷, 財管系(雙主修資科系), 基於個人情緒之對話式書籍推薦系統-以大專院校學生心理衛生為例 (Exchange Student, University of Mannheim)
張曉雲, CS
L.-Y. Wei, K.-P. Chang, and W.-C. Peng, "Discovering Pattern-Aware Routes from Trajectories," Distributed and Parallel Databases, Vol. 33, No. 2, pp.201-226, 2015.
L.-Y. Wei, Y.-T. Hsu, W.-C. Peng, and W.-C. Lee, "Indexing Spatial Data in Cloud Data Managements," Pervasive and Mobile Computing, Vol. 15, pp. 48-61, 2014.
L.-Y. Wei and W.-C. Peng, "An Incremental Algorithm for Clustering Spatial Data Streams: Exploring Temporal Locality," Knowledge and Information Systems, Vol. 37, No. 2, pp. 453-483, November 2013.
L.-Y. Wei, W.-C. Peng, and W.-C. Lee, "Exploring Pattern-Aware Travel Routes for Trajectory Search," ACM Transactions on Intelligent Systems and Technology, Vol. 4, No. 3, pp. 48:1-48-25, June, 2013. (Top-Tier International Journal on Intelligent Systems)
M.-K. Shan and L.-Y. Wei, "Algorithms for Discovery of Spatial Co-orientation Patterns from Images," Expert Systems with Applications, Vol. 37, No. 8, pp. 5795–5802, August 2010.
T.-Y. Chiu, Y.-W. Tsao, L.-Y. Wei, and M.-K. Shan, "Correlation Prediction of Multivariate Time Series Based on Mutually Recursive RNN," Proceedings of the 2023 Conference on Technologies and Applications for Artificial Intelligence (Domestic Track), Yunlin, Taiwan, December, 2023.
J.-L. Lu, L.-Y. Wei, and M.-Y. Yeh, "Influence Maximization in a Social Network in the Presence of Multiple Influences and Acceptances," Proceedings of the The 2014 International Conference on Data Science and Advanced Analytics (DSAA), Shanghai, China, October, 2014.
W.-T. Hsu, Y.-T. Wen, L.-Y. Wei, and W.-C. Peng, "Skyline Travel Routes: Exploring Skyline for Trip Planning," Proceedings of the Second International Workshop on Human Mobility Computing (In conjunction with IEEE MDM), Brisbane, Australia, July, 2014.
L.-Y. Wei, M.-Y. Yeh, G. Lin, Y. H. Chan, and W. J. Lai, "Discovering Point-of-Interest Signatures based on Group Features from Geo-Social Networking Data," Proceedings of the 2013 Conference on Technologies and Applications for Artificial Intelligence (International Track), Taipei, Taiwan, December, 2013.
L.-Y. Wei, Y. Zheng, and W.-C. Peng, "Constructing Popular Routes from Uncertain Trajectories," Proceedings of the 18th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), Beijing, China, August, 2012. (Top-Tier International Conference on Data Mining)
Y.-T. Hsu, Y.-C. Pan, L.-Y. Wei, W.-C. Peng, and W.-C. Lee, "Key Formulation Schemes for Spatial Index in Cloud Data Managements," Proceedings of the 13th IEEE International Conference on Mobile Data Management (MDM), Bengaluru, India, July, 2012.
B.-W. Huang, K.-W. Wang, L.-Y. Wei, and W.-C. Peng, "A Hybrid Prediction Algorithm for Traffic Speed Prediction," Proceedings of the International Workshop on Database, Data Mining, and Information Retrieval (In conjunction with ICS), Hualien, Taiwan, December, 2012.
H. Liu, L.-Y. Wei, Y. Zheng, M. Schneider, and W.-C. Peng, "Route Discovery from Mining Uncertain Trajectories," Proceedings of the 11th IEEE International Conference on Data Mining (ICDM), Vancouver, Canada, December, 2011. (Demo Paper) (Top-Tier International Conference on Data Mining)
T.-W. Lin, B. Zheng, L.-Y. Wei, and W.-C. Peng, "Exploring Dynamic Fan-Shapes for Nearby Traffic Monitoring Queries in Road Networks," Proceedings of the 19th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems (GIS), Chicago, Illinois, USA, November, 2011.
K.-P. Chang, L.-Y. Wei, M.-Y. Yeh, and W.-C. Peng, "Discovering Personalized Routes from Trajectories," Proceedings of the Third ACM SIGSPATIAL International Workshop on Location-Based Social Networks (In conjunction with ACM SIGSPATIAL GIS), Chicago, Illinois, USA, November, 2011.
L.-Y. Wei, W.-C. Peng, B.-C. Chen, and T.-W. Lin, "PATS: A Framework of Pattern-Aware Trajectory Search," Proceedings of the First Workshop on Uncertain Mobile Data Management and Mining (In conjunction with MDM), Kansas, Missouri, USA, May, 2010.
L.-Y. Wei, W.-C. Peng, C.-S. Lin and C.-H. Jung, "Exploring Spatio-Temporal Features for Traffic Estimation on Road Networks," Proceedings of the 11th International Symposium on Spatial and Temporal Databases (SSTD), Aalborg, Denmark, July, 2009.
Y.-M. Chang, L.-Y. Wei, C.-S. Lin, C.-H. Jung, W.-C. Peng, and I.-H. Chen, "Exploring GPS Data for Traffic Status Estimation", Proceedings of the 10th International Conference on Mobile Data Management (MDM), Taipei, Taiwan, May, 2009. (Demo Paper)
L.-Y. Wei and W.-C. Peng, "Clustering Data Streams in Optimization and Geography Domains," Proceedings of the 13th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), Bangkok, Thailand, April, 2009.
L.-Y. Wei and M.-K. Shan, "Mining Temporal Co-orientation Patterns from Spatio-temporal Databases," Proceedings of the 11th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), Nanjing, China, May, 2007.
L.-Y. Wei and M.-K. Shan, "Efficient Mining of Spatial Co-orientation Patterns from Image Databases," Proceedings of the 2006 IEEE International Conference on Systems, Man, and Cybernetics (SMC), Taipei, Taiwan, October, 2006.
L.-Y. Wei and M.-K. Shan, "Mining Spatial Co-orientation Patterns for Analyzing Portfolios of Spatial Cognitive Development," Proceedings of the Sixth IEEE International Conference on Advanced Learning Technologies (ICALT), Kerkrade, Netherlands, July, 2006.
L.-Y. Wei, Y. Zheng, and W.-C. Peng, “Mining Popular Routes from Social Media," Multimedia Data Mining and Analytics, Springer, New York, LLC, 2015.
W.-C. Peng, L.-Y. Wei, Y.-T. Hsu, Y.-C. Pan, and W.-C. Lee, "Spatial Index Schemes for Cloud Environments," Geographical Information Systems: Trends and Technologies, Taylor and Francis, LLC, 2014.
C.-C. Hung, L.-Y. Wei, and W.-C. Peng, "Clustering Clues of Trajectories for Discovering Frequent Movement Behaviors," Behavior Computing: Modeling, Analysis, Mining and Decision, Springer London, LLC, April, 2012.