Jia-Yu Pan's Publications
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Multimedia Data Mining
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Network Data Mining
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Stream Data Mining
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Multimedia Data Mining
- Arnab Bhattacharya, Vebjorn Ljosa, Jia-Yu Pan, Mark R. Verardo, Hyungjeong Yang, Christos Faloutsos, and Ambuj K. Singh. ViVo: Visual Vocabulary Construction for Mining Biomedical Images. In Proceedings of the Fifth IEEE International Conference on Data Mining (ICDM 05), 2005.
Houston, Texas, November 28-30, 2005
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(2.7MB
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- Pinar Duygulu, Jia-Yu Pan, and David A. Forsyth. Towards Auto-Documentary: Tracking the Evolution of News Stories. In Proceedings
of the ACM Multimedia Conference, 2004.
New York, NY, October 10-16, 2004
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[pdf]
(965.2kB
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- Jia-Yu Pan, Hyungjeong Yang, and Christos Faloutsos. MMSS: Multi-modal Story-oriented Video Summarization. In Proceedings
of the Fourth IEEE International Conference on Data Mining (ICDM 04), 2004.
Brighton, UK, November 01-04, 2004
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(648.1kB
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- Jia-Yu Pan, Hyung-Jeong Yang, Christos Faloutsos, and Pinar Duygulu. Automatic Multimedia Cross-modal Correlation Discovery.
In Proceedings of the 10th ACM SIGKDD Conference, 2004.
Seatle, WA, August 22-25, 2004
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(135.4kB
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[ps.gz]
(468.1kB
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- Jia-Yu Pan, Hyung-Jeong Yang, Christos Faloutsos, and Pinar Duygulu. GCap: Graph-based Automatic Image Captioning. In Proceedings
of the 4th International Workshop on Multimedia Data and Document Engineering (MDDE 04), in conjunction with Computer Vision
Pattern Recognition Conference (CVPR 04), 2004.
Washington DC, July 2nd 2004
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(172.8kB
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[ps.gz]
(790.8kB
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- Jia-Yu Pan, Hyung-Jeong Yang, Pinar Duygulu, and Christos Faloutsos. Automatic Image Captioning. In Proceedings of the
2004 IEEE International Conference on Multimedia and Expo (ICME 2004), 2004.
The Grand Hotel, Taipei, Taiwan, June
27th~30th, 2004
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(727.5kB
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- Jia-Yu Pan, Hiroyuki Kitagawa, Christos Faloutsos, and Masafumi Hamamoto. AutoSplit: Fast and Scalable Discovery of Hidden
Variables in Stream and Multimedia Databases. In Proceedings of the The Eighth Pacific-Asia Conference on Knowledge Discovery
and Data Mining (PAKDD 2004), 2004.
Carlton Crest Hotel, Sydney, Australia, May 26~28, 2004 [Best
Student Paper Award]
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[pdf]
(377.6kB
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[ps.gz]
(441.9kB
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- Jia-Yu Pan and Christos Faloutsos. "Geoplot": Spatial Data Mining on Video Libraries. In Proceedings of the Eleventh International
Conference on Information and Knowledge Management (CIKM 2002), 2002.
Mclean, VA (near Washington DC), November
4-9, 2002
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(455.4kB
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[ps.gz]
(500.5kB
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[HTML]
(3.9kB
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- Jia-Yu Pan and Christos Faloutsos. VideoCube: a novel tool for video mining and classification. In Proceedings of the Fifth
International Conference on Asian Digital Libraries (ICADL 2002), 2002.
Singapore, December 11-14, 2002
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(563.9kB
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[ps.gz]
(269.0kB
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(4.3kB
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- Jia-Yu Pan and Christos Faloutsos. VideoGraph: A New Tool for Video Mining and Visualization. In Proceedings of the First
ACM+IEEE Joint Conference on Digital Libraries (JCDL 2001), 2001.
Roanoke, VA, June 24-28, 2001 Slides
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(125.2kB
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[ps.gz]
(81.9kB
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[HTML]
(2.7kB
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Network Data Mining
- Jia-Yu Pan, Srinivasan Seshan, and Christos Faloutsos. FastCARS: Fast, Correlation-Aware Sampling for Network Data Mining.
CMU-CS-02-167, Carnegie Mellon University, 2002.
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(1.2MB
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(556.0kB
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- Jia-Yu Pan, Srinivasan Seshan, and Christos Faloutsos. FastCARS: Fast, Correlation-Aware Sampling for Network Data Mining.
In Proceedings of IEEE GlobeCOM 2002 - Global Internet Symposium, 2002.
Taipei, Taiwan, November 17-21, 2002
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(228.2kB
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(129.9kB
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(4.2kB
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Stream Data Mining
- Jernej Barbic, Alla Safonova, Jia-Yu Pan, Christos Faloutsos, Jessica K. Hodgins, and Nancy S. Pollard. Segmenting Motion
Capture Data into Distinct Behaviors. In Proceedings of Graphics Interface (GI 2004), 2004.
London, Ontario,
Canada, May 17-19, 2004
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[pdf]
(288.0kB
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