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. Zheng, Z,-J., Meng, W., Shen, J., Chua, T,-S., Text Mining in Multimedia, Mining Text Data, C. Aggarwal and C. Zhai (editors), Springer Verlag, 2012.

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

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

  4. 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., Cheng, Z. Personalized Video Similarity Measure. accepted by ACM Multimedia Systems Journal (ACM MMSJ), vol. xx, issue x, 2011.

  2. Pang, HH., Shen, J., Krishnan, R. Privacy-Preserving, Similarity-Based Text Retrieval. ACM Transactions on Internet Technology (ACM TOIT), vol. 10, issue 1, 2010.

  3. Shen, J., et al., A Novel Framework for Efficient Automated Singer Identification in Large Music Databases. ACM Transactions on Information Systems (ACM TOIS), vol. 27, issue 3, May, 2009.

  4. Hu, N., Liu, L., Bose, I., Shen. J. Does Sampling Influence Customers in Online Retailing of Digital Music?. Information Systems and E-Business Management (ISeB), vol. 7, issue 2, March, 2009.

  5. 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.

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

  7. 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.

  8. 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.

  9. 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.

  10. 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.

Invited Conference/Workshop Papers

  1. Shen, J., Pang, HH, Tao, D., Li, X. Dual Phase Learning for Large Scale Video Gait Recognition. Proceedings of The 16th International Conference on MultiMedia Modeling (MMM'10), LNCS 5916, Chongqing, China. (invited paper)

  2. Shen, J., et al., Robust Semantic Concept Detection in Large Video Collections. Proceedings of 2009 IEEE International Conference on Systems, Man, and Cybernetics (IEEE SMC'09). (invited paper)

  3. 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)

Refereed Full Conference/Workshop Papers

  1. Wang, S., Yuan, X., Yao, T., Yan, S., Shen, J.. Efficient Subspace Segmentation via Quadratic Programming. to appear in Proceedings of the 24th AAAI Conference on Artificial Intelligence (AAAI'11), San Francisco, USA, August, 2011.

  2. Shen, J., Yang, S., Hua, X-S. The E-Recall Environment for Cloud based Mobile Rich Media Data Management. Proceedings of ACM Workshop on Mobile Cloud Media Computing (MCMC'10), Firenze, Italy, July, 2010.

  3. Cheng, Z., Shen, J. Large Scale Rich Media Information Search: Challenges and Opportunities. Proceedings of The 2010 Pacific-Rim Conference on Multimedia (PCM'10), LNCS 6298, Shanghai, China, September, 2010.

  4. Shen, J., Wang, M., Yan, S., Pang, HH., Hua, X-S. Effective Music Tagging through Advanced Statistical Modeling. Proceedings of the 33rd Annual International ACM SIGIR Conference on Research & Development on Information Retrieval (ACM SIGIR'10), Geneva, Switzerland, July, 2010.

  5. Mu, Y., Shen, J., Yan, S. Weakly-Supervised Hashing in Kernel Space. Proceedings of the 23rd IEEE Computer Society Conference on Computer Vision and Pattern Recognition, (CVPR'10), San Francisco, USA, June, 2010. (Poster presentation, 8 Pages)

  6. Zhang, B., Xiang, Q., Lu, H., Shen, J., Wang, Y. Comprehensive Query-dependent Fusion using Regression-on-folksonomies: A Case Study of Multimodal Music Search. Proceedings of the 17th ACM International Conference on Multimedia (ACM MM'09), Beijing, China, Oct, 2009.

  7. Zhang, B., Shen, J., Xiang, Q., Wang, Y. CompositeMap: A Novel Framework for Music Similarity Measure. Proceedings of the 32nd Annual International ACM SIGIR Conference on Research & Development on Information Retrieval (ACM SIGIR'09), Boston, USA, July, 2009.

  8. Zhang, J., Lau, H.C., Shen, J. Setting Discrete Bid Levels in Adaptive Auctions. Proceedings of the 11th International Conference on Electronic Commerce (ICEC'09), Taipei, August, 2009.

  9. 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.

  10. 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.

  11. 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.

  12. 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.

  13. 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.

  14. 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.

  15. 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.

  16. 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 (ACM SIGIR'06), Seattle, USA, August, 2006.

  17. 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.

  18. 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.

  19. 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.

  20. 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.

  21. 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.

  22. 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. Gao, Y., Wang, M., Shen, J., Dai, Q., Zhang, N. Intelligent Query: Open Another Door to 3D Object Retrieval. In Proceedings of the 18th ACM International Conference on Multimedia (ACM MM'10), Firenze, Italy, Oct, 2010. (discussion room paper, 15 mins presentation + 90 mins panel discussion)

  2. Xu, M., Yuan, X., Shen, J., Yan, S. Cast2Face: Character Identification in Movie with Actor-Character Correspondence. In Proceedings of the 18th ACM International Conference on Multimedia (ACM MM'10), Firenze, Italy, Oct, 2010. (short paper)

  3. Zhang, B., Xiang, Q., Wang, Y., Shen, J. CompositeMap: A Novel Music Similarity Measure for Personalized Multimodal Music Search. In Proceedings of the 17th ACM International Conference on Multimedia (ACM MM'09), Beijing, China, Oct, 2009. (demo paper)

  4. Ding, J., Shen, J., Pang, HH., Chen, S., Yang, J. Exploiting Intensity Inhomogeneity to Extract Textured Objects from Natural Scenes. Proceedings of the 9th Asian Conference on Computer Vision (ACCV'09), Xi'an, China, Sep, 2009. (poster paper)

  5. 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)

  6. 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)

  7. 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)

  8. 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)

  9. 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)

  10. 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. Shen, J., et al., Towards a Scalable and Effective Indexing Structure for Multimedia Data.

Last Modified: May 3rd, 2010