Recent Publications of Jialie

Book Edition

  1. Shen, J., Shepherd, J., Cui, B., Liu, L. Intelligent Music Information Systems: Tools and Methodologies, ISBN:978-1-59904-663-1, 363 pages, Idea Group, 2007. (link to Amazon)

Book Chapter

  1. Shen, J. Linear Regression, Encyclopedia of Database Systems, L. Liu and M. Tamer Özsu (editors), Springer Verlag, 2009.

  2. Shen, J. Log-Linear Regression, Encyclopedia of Database Systems, L. Liu and M. Tamer Özsu (editors), Springer Verlag, 2009.

  3. Ngu, A., Shen, J., Shepherd, J. Towards Semantically Meaningful Feature Spaces for Efficient Indexing in Large Image Databases. Chapter 1, Managing Multimedia Semantics, Uma Srinivasan and Surya Nepal (eds.), IRM Press, 2005.

Refereed Journal Articles

  1. Shen, J., et al., A Novel Framework for Efficient Automated Singer Identification in Large Music Databases. To appear in ACM Transactions on Information Systems (ACM TOIS). new!

  2. Shen, J., et al., QUC-Tree: Integrating Query Context Information for Efficient Music Retrieval. IEEE Transactions on Multimedia (IEEE T-MM), vol. 11, issue 2, 2009.

  3. Shen, J., Stochastic Modeling Western Paintings for Effective Classification. Pattern Recognition (PR), vol. 42, issue 2, 2009.

  4. Shen, J., et al., Modality Mixture Projections for Semantic Video Event Detection. IEEE Transactions on Circuits and Systems for Video Technology, Special issue on Event Analysis in Videos, (IEEE T-CSVT), vol 18, issue 11, 2008.

  5. Tao, D., Song, M., Li, X., Shen, J., Sun, J., Wu, X., Faloutsos, C., Maybank, S. Bayesian Tensor Approach for 3D Face Modeling. IEEE Transactions on Circuits and Systems for Video Technology (IEEE T-CSVT), vol.18, issue 10, 2008.

  6. Shen, J., et al., An Empirical Study of Query Effectiveness Improvement Via Multiple Visual Feature Integration. International Journal of Image and Graphics (IJIG), vol.7, issue 3, 2007.

  7. Shen, J., et al., Towards Effective Content Based Music Retrieval with Multiple Acoustic Feature Combination. IEEE Transactions on Multimedia (IEEE T-MM), vol.8, issue 6, 2006.

Full Conference/Workshop Papers

  1. Shao, J., Huang, Z., Shen, H., Shen, J., Zhou, X. Distribution-based Similarity Measures for Multi-dimensional Point Set Retrieval Applications. Proceedings of the 16th ACM International Conference on Multimedia (ACM MM'08), Vancouver, Canada, October, 2008.new!

  2. Shen, J., Tao, D., Li, X. Effective Video Event Detection via Subspace Projection. Proceedings of IEEE 2008 International Workshop on Multimedia Signal Processing (MMSP'08), Cairns, Australia, October, 2008. (invited paper) new!

  3. Lu, Y., Cui, Y., Zhao, J., Lu, H., Shen, J. Towards Efficient and Flexible KNN Query Processing in Real-Life Road Networks. Proceedings of the 9th International Conference On Web-Age Information Management (WAIM'08), Zhangjiajie, China, July, 2008.

  4. Tao, D., Sun, J., Shen, J., Wu, X., Li, X., Maybank, S., Faloutsos, C. Bayesian Tensor Analysis. Proceedings of IEEE International Joint Conference on Neural Networks (IJCNN'08), Hongkong, China, June, 2008.

  5. Tao, D., Sun, J., Shen, J., Wu, X., Li, X., Maybank, S., Faloutsos, C. Probabilistic Tensor Analysis with Akaike and Bayesian Information Criteria. Proceedings of the 14th International Conference on Neural Information Processing (ICONIP'07), Kitakyushu, Japan, November, 2007.

  6. Cui, B., Liu, L., Pu, C., Shen, J., Tan, K. (in alphabetical order) QueST: Querying Music Databases by Acoustic and Textual Features. Proceedings of the 15th ACM International Conference on Multimedia (ACM MM'07), Augsburg, Germany, September, 2007.

  7. Shen, J., Shepherd, J. Efficient Benchmarking of Content-based Image Retrieval via Resampling. Proceedings of the 14th ACM International Conference on Multimedia (ACM MM'06), Santa Barbara, USA, October, 2006.

  8. Cui, B., Shen, J., Cong, G., Shen, H., Cui, Y. Exploring Composite Acoustic Features for Efficient Music Similarity Query. Proceedings of the 14th ACM International Conference on Multimedia (ACM MM'06), Santa Barbara, USA, October, 2006.

  9. Shen, J., Cui, B., Shepherd, J., Tan, K. Towards Efficient Automated Singer Identification in Large Music Databases. Proceedings of the 29th Annual International ACM SIGIR Conference on Research & Development on Information Retrieval (SIGIR'06), Seattle, USA, August, 2006.

  10. Chen, J., Shen, J., Wangsa, K., Zhang, J. A Novel Multimedia Database System for Efficient Image/Video Retrieval based On Hybrid-tree Structure. Proceedings of the IEEE International Conference of Machine Learning and Cybernetics.( ICMLC'06), Harbin, China, June, 2006.

  11. Miao, C., Shi, M., Shen, J. An Agent-Based Approach for Cooperative Data Management. In Proceedings of 8th Asia-Pacific Web Conference (APWEB'06), Harbin, China, January, 2006.

  12. Cui, B., Mondal, A., Shen, J., Cong, G., Tan, K. On Effective E-mail Classification via Neural Networks. In Proceedings of 16th International Conference on Database and Expert Systems applications (DEXA'05), Copenhagen, Denmark, August, 2005.

  13. Shen, J., Shepherd, J., Ngu, A. On Efficient Music Genre Classification. In Proceedings of 10th International Conference on Database Systems for Advanced Applications (DASFAA'05), Beijing, China, April, 2005.

  14. Cui, B., Shen, H., Shen, J., Tan, K. Exploring Bit-Difference for Approximate KNN Search in High-dimensional Databases. In Proceedings of 16th Australasian Database Conference (ADC'05), Newcastle, Australia, January, 2005.

  15. Shen, J., Shepherd, J., Ngu, A., Huynh, D. Improving Query Effectiveness for Large Image Databases with Multiple Visual Feature Combination. In Proceedings of 9th International Conference on Database Systems for Advanced Applications (DASFAA'04), Jeju Island, Korea, March, 2004.

Refereed Demos and Short/Poster Papers

  1. Hu, N., Chen, B., Liu, L., Shen, J. How to Influence My Customers? The Impact of Electronic Market Design. Proceedings of the 17th International World Wide Web Conference (WWW'08), Beijing, China, April, 2008. (poster paper)

  2. Shen, J., Shepherd, J., Ngu, A. InMAF:Indexing Music Databases via Multiple Acoustic Features. Proceedings of the 2006 ACM SIGMOD International Conference on Management of Data (SIGMOD'06), Chicago, USA, June, 2006. (demo. paper)

  3. Shen, J., Shepherd, J., Cui, B., Tan, K. HSI: A Novel Framework for Efficient Automated Singer Identification in Large Music Databases In Proceedings of the 22nd International Conference on Data Engineering (ICDE'06), Atlanta, USA, April, 2006. (demo. paper)

  4. Shen, J., Shepherd, J., Ngu, A. Semantic-Sensitive Classification for Large Image Libraries. In Proceedings of 11th International Multi-Media Modelling Conference (MMM'05), Melbourne, Australia, January, 2005. (poster paper)

  5. Shen, J., Shepherd, J., Ngu, A. Integrating Heterogeneous Features for Efficient Content Based Music Retrieval. In Proceedings of the 2004 ACM CIKM International Conference on Information and Knowledge Management (CIKM'04), Washington DC, USA, November, 2004. (poster paper)

  6. Shen, J., Ngu, A., Shepherd, J., Huynh, D., Sheng, Q. CMVF:A Novel Dimension Reduction Scheme for Efficient Indexing in a Large Image Database. In Proceedings of the 2003 ACM SIGMOD International Conference on Management of Data (SIGMOD'03), San Diego, USA, June, 2003. (demo paper)

Working Papers

  1. Pang, HH., Shen, J., Krishnan, R. Privacy-Preserving, Similarity-Based Text Retrieval. ACM Transactions on Internet Technology (ACM TOIT), 200X. (Under the second round review)

Last Modified: October 15th, 2008