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Scholarly Works

Qi Yu
Associate Professor

2014 Submissions

Journal Paper

Guo, Xuan, et al. "From Spoken Narratives to Domain Knowledge: Mining Linguistic Data for Medical Image Understanding." Artificial Intelligence in Medicine 62. 2 (2014): 79-90. Print. * £

Yu, Qi. "QoS-aware Service Selection via Collaborative QoS Evaluation." World Wide Web 17. 1 (2014): 33-57. Print. * £

Book Chapter

Yu, Qi. "On Bootstrapping Web Service Recommendation." Web Services Foundations. Ed. Athman Bouguettaya, Quan Z. Sheng, and Florian Daniel. New York, NY: Springer, 2014. 589-608. Print. * £

Published Conference Proceedings

Guo, Xuan, et al. "Infusing Perceptual Expertise and Domain Knowledge into a Human-centered Image Retrieval System: A Prototype Application." Proceedings of the ETRA 2014. Ed. Pernilla Qvarfordt and Dan Witzner Hansen. Safety Harbor, FL: ACM, Print. * £

Guo, Xuan, et al. "Fusing Multimodal Human Expert Data to Uncover Hidden Semantics." Proceedings of the GazeIn@ICMI 2014. Ed. Hung-Hsuan Huang, et al. Istanbul, Turkey: ACM, Print. * £

Bullard, Joseph, et al. "Towards Multimodal Modeling of Physicians' Diagnostic Confidence and Self-awareness Using Medical Narratives." Proceedings of the COLING 2014. Ed. Jan Hajic and Junichi Tsujii. Dublin, Ireland: ACL, 2014. Print. * £

Wang, Hongbing, et al. "Integrating On-policy Reinforcement Learning with Multi-agent Techniques for Adaptive Service Composition." Proceedings of the ICSOC 2014. Ed. Xavier Franch, et al. Paris, France: Springer, Print. * £

Wang, Hongbing, et al. "Adaptive and Dynamic Service Composition via Multi-agent Reinforcement Learning." Proceedings of the ICWS 2014. Ed. David De Roure, Bhavani Thuraisingham, and Jia Zhang. Anchorage, Alaska: IEEE, Print. * £

Wang, Hongbing, et al. "A Novel Online Reliability Prediction Approach for Service-Oriented Systems." Proceedings of the ICWS 2014. Ed. David De Roure, Bhavani Thuraisingham, and Jia Zhang. Anchorage, Alaska: IEEE, Print. * £

Hochberg, Limor, et al. "Towards Automatic Annotation of Clinical Decision-Making Style." Proceedings of the The 8th Linguistic Annotation Workshop. Ed. Lori Levin and Manfred Stede. Dublin, Ireland: n.p., Print. * £

Kang, Jai W, Edward P Holden, and Qi Yu. "Design of an Analytic Centric MS Degree in Information Sciences and Technologies." Proceedings of the 15th Annual Conference on Information Technology Education. Ed. Rob Friedman and Ken Baker. Atlanta, Georgia: ACM, 2014. Print. * £

Invited Presentations/Keynotes

Yu, Qi. "Big Data Analytics In Service Computing." S&T Seminars. University of Rochester. Rochester, NY. 25 Apr. 2014. Lecture.

Yu, Qi. "On Large-scale Service Clustering: Sparse Learning and Probabilistic Modeling." RMIT Workshop in Service Computing. RMIT. Melbourne, VIC. 8 Dec. 2014. Lecture.

2013 Submissions

Journal Paper

Wu, J., et al. "Selecting Skyline Services for QoS-aware Composition by Upgrading MapReduce Paradigm." Cluster Computing 16. 4 (2013): 693-706. Print. * £

Andhale, J. P., M. Rege, and Q. Yu. "Discovering Heterogeneous Evolving Web Service Communities Using Semi-Supervised Non Negative Matrix Factorization." International Journal of Machine Learning and Computing (IJMLC) 3. 2 (2013): 201-205. Print. * £

Yu, Q. "Efficient Large-scale Service Clustering via Sparse Functional Representation and Accelerated Optimization." International Journal of Cooperative Information Systems (IJCIS) 22. 4 (2013): 1-26. Print. * £

Yu, Q. and A. Bouguettaya. "Efficient Service Skyline Computation for Composite Service Selection." IEEE Transactions on Knowledge and Data Engineering (TKDE) 25. 4 (2013): 776-789. Web. * £

Chen, Xi, et al. "Web Service Recommendation via Exploiting Location and QoS Information." IEEE Trans. Parallel Distrib. Syst. 25. 7 (2013): 1913-1924. Print. * £

Published Conference Proceedings

Wang, L., et al. "Online Reliability Time Series Prediction for Service-Oriented System of Systems." Proceedings of the 11th International Conference on Service Oriented Computing (ICSOC). Ed. S. Basu. Berlin, Germany: Springer, 2013. Print. * £

Chen, L., et al. "WT-LDA: User Tagging Augmented LDA for Web Service Clustering." Proceedings of the 11th International Conference on Service Oriented Computing (ICSOC). Ed. S. Basu. Berlin, Germany: n.p., 2013. Print. * £

Wang, H., X. Wang, and Q. Yu. "Optimal Self-Healing of Service-Oriented Systems with Incomplete Information." Proceedings of the IEEE Big Data Congress. Ed. P. Hofmann. Santa Clara, CA: n.p., 2013. Print. * £

Wang, H., H. Sun, and Q. Yu. "Reliable Service Composition via Automatic QoS Prediction." Proceedings of the 10th International Conference on Services Computing (SCC 2013). Ed. Michael Goul. Santa Clara, CA: n.p., 2013. Print. * £

Naik, S. and Q. Yu. "Evolutionary User Selection to Maximize the Influence of Viral Marketing." Proceedings of the IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM). Ed. Tansel Özyer. Niagara Falls, Canada: n.p., 2013. Print. * £

Yu, Q., Z. Zheng, and H. Wang. "Trace Norm Regularized Matrix Factorization for Service Recommendation." Proceedings of the IEEE International Conference on Web Services (ICWS). Ed. Michael Lyu. Santa Clara, CA: n.p., 2013. Print. * £

Invited Presentations/Keynotes

Yu, Qi. "Big Data Analytics in Service Computing." Upstate New York Oracle User Group Educational Workshop. Upstate New York Oracle User Group. Buffalo, NY. 7 Jun. 2013. Conference Presentation.

2012 Submissions

Full Length Book

Ghose, A., et al. Service-Oriented Computing - ICSOC 2012 Workshops - ICSOC 2012, International Workshops ASC, DISA, PAASC, SCEB, SeMaPS, WESOA, and Satellite Events. Shanghai, China: Springer, 2013. Print.

Liu, C., et al. 10th International Conference, ICSOC 2012 Shanghai, China,. 10 ed. Shanghi, China: Springer, 2012. Print.

Journal Paper

Yu, Q. and A. Bouguettaya. "Multi-Attribute Optimization in Service Selection." World Wide Web Journal (WWWJ) 15. 1 (2012): 1-31. Print. * £

Yu, Q. and J. Kang. "Integrating User Invocation Data and Extended Semantics for Service Community Discovery." International Journal of Next-Generation Computing (IJNGC) 3. 2 (2012): 1-19. Print. * £

Published Conference Proceedings

Yu, Q. "Decision Tree Learning from Incomplete QoS to Bootstrap Service Recommendation." Proceedings of the IEEE International Conference on Web Services (ICWS). Ed. Carole A. Goble, Peter P. Chen, and Jia Zhang. Honolulu, HI: IEEE, 2012. Print. * £

Yu, Q. "Sparse Functional Representation for Large-scale Service Clustering." Proceedings of the 10th International Conference on Service Oriented Computing (ICSOC 2012). Ed. C. Liu, et al. Shanghai, China: Springer, Print. * £

2011 Submissions

Journal Paper

Xu, Kai, et al. "Web Service Management System for Bioinformatics Research: A Case Study." Service Oriented Computing and Applications 5. 1 (2011): 1-15. Print. *

Liu, Xumin, et al. "Efficient Change Management in Long-Term Composed Services." Service Oriented Computing and Applications 5. 2 (2011): 87-103. Print. *

Yu, Qi and Athman Bouguettaya. "Multi-Attribute Optimization in Service Selection." World Wide Web Journal (WWWJ) 15. 1 (2012): 1-31. Print. *

Bouguettaya, Athman, et al. "Service-Centric Framework for a Digital Government Application." IEEE Transactions on Services Computing (TSC) 4. 1 (2011): 3-16. Print. *

Published Conference Proceedings

Yu, Qi. "Place Semantics into Context: Service Community Discovery from the WSDL Corpus." Proceedings of the Service-Oriented Computing - 9th International Conference, ICSOC 2011. Ed. Gerti Kappel, Zakaria Maamar, and Hamid R. Motahari-Nezhad. Germany: Springer, Print. *

Knight, Andrew, Qi Yu, and Manjeet Rege. "Efficient Range Query Processing on Uncertain Data." Proceedings of the IEEE International Conference on Information Reuse and Integration, IRI 2011. Ed. Reda Alhajj, James B. D. Joshi, and Mei-Ling Shyu. Las Vegas, Nevada: n.p., Web. *