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Representative Publications

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  1. Jia Li, Beomseok Seo, Lin Lin ``Optimal Transport, Mean Partition, and Uncertainty Assessment in Cluster Analysis,'' Statistical Analysis and Data Mining: The ASA Data Science Journal, 12(5):359-377, 2019. (download) (g-scholar)

  2. Jianbo Ye, Panruo Wu, James Z. Wang, Jia Li, ``Fast discrete distribution clustering using Wasserstein Barycenter with sparse support,'' IEEE Transactions on Signal Processing, 65(9):2317-2332, 2017. (download) (g-scholar)

  3. Lin Lin and Jia Li, ``Clustering with hidden Markov model on variable blocks,'' Journal of Machine Learning Research, 18(110):1-49, 2017. (download) (g-scholar)

  4. Jia Li, Lei Yao, Ella Hendriks, and James Z. Wang, ``Rhythmic brushstrokes distinguish van Gogh from his contemporaries: findings via automated brushstroke extraction,'' IEEE Transactions on Pattern Analysis and Machine Intelligence, 34(6):1159-1176, 2012. (download) (g-scholar)

  5. Lei Yao, Poonam Suryanarayan, Mu Qiao, James Z. Wang, and Jia Li, ``OSCAR: On-site composition and aesthetics feedback through exemplars for photographers,'' International Journal of Computer Vision, 96(3):353-383, 2012. (download) (g-scholar)

  6. Jia Li, James Z. Wang, ``Real-time computerized annotation of pictures,'' IEEE Transactions on Pattern Analysis and Machine Intelligence, 30(6):985-1002, 2008. (download) (g-scholar)

  7. Jia Li, Surajit Ray, Bruce G. Lindsay, ``A nonparametric statistical approach to clustering via mode identification,'' Journal of Machine Learning Research, 8(8):1687-1723, 2007. (download) (g-scholar)

  8. Jia Li, James Z. Wang, ``Automatic linguistic indexing of pictures by a statistical modeling approach,'' IEEE Transactions on Pattern Analysis and Machine Intelligence, 25(9):1075-1088, 2003. (download) (g-scholar)

  9. James Z. Wang, Jia Li, Gio Wiederhold, ``SIMPLIcity: Semantics-sensitive integrated matching for picture libraries,'' IEEE Transactions on Pattern Analysis and Machine Intelligence, 23(9):947-963, 2001. (download) (g-scholar)

  10. Jia Li, Amir Najmi, Robert M. Gray, ``Image classification by a two dimensional hidden Markov model,'' IEEE Transactions on Signal Processing, 48(2):517-33, 2000. (download) (g-scholar)

[ These are representative publications. Use the top menu on this page to view all publications ]


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