OverviewAdvancedAI

1、Overview Advanced AIHyla-Tree Frog1994 “AI” Turing Award Lectures AI and the Web Traditional Clustering Graph & Sequence MiningShape-based Image RetrievalSpatial and Spatio-Temporal Data Mining Reinforcement Learning and Learning to Learn1Paper Reading List COSC 7363AI through 1995: Edward Feigenbau

2、ms and Raj Reddys 1994 Turing Award Lectures in CACM, May 1996.Page & Brin (Google Publication), The PageRank Citation Ranking: Bringing Order to the Web, 1998; walkthrough paper; perhaps this is a better source of the work: Page & Brin (Google Publication), The Anatomy of a Large-Scale Hypertextual

3、 Web Search Engine,1999.CV of Sergey Brin & potcast of 2005 Interview with Sergey Brin () Hanghang Tong, Christos Faloutsos, and Jia-Yu Pan, Fast Random Walk with Restart and Its Applications, Proc. ICDM Conference, Hong Kong, China, Dec. 2006; won best research paper award; 2 student-supervised wal

4、kthrough Langville & Meyer, Deeper Inside Page Rank, Internet Mathematics, Vol. 1, No. 3, 335-380, 2004; potential student presentation paper3 page IEEE Survey Paper on Search EnginesOriginal DBSCAN Paper; 2-student-supervised walkthroughRousseaux Original Silhouette Paper; A. Smith, The Task of the

5、 Referee, IEEE Computer, Vol. 23, No. 4, April 1990 2Paper Reading List COSC 7363Cyrus Shahabi, Maytham Safar, An experimental study of alternative shape-based image retrieval techniques, Multimedia Tools and Applications, Springer Netherlands, November 2006. S. Shekhar, P. Zhang, Y. Huang, R. Vatsa

6、vai, Trends in Spatial Data Mining, Chapter3 of Data Mining: Next Generation Challenges and Future Directions, H. Kargupta, A. Joshi, K. Sivakumar, and Y. Yesha(eds.), AAAI/MIT Press, 2003. CHAMELEON and CLUTO ()Co-location Mining with Rare Spatial Features by Yan Huang, Jian Pei, and Hui Xiong publ

7、ished in Journal of GeoInformatica, vol. 10, issue 3, 2006.Mirco Nanni, Dino Pedreschi. Time-focused density-based clustering of trajectories of moving objects. in Journal of Intelligent Information Systems (JIIS), 27(3):267-289, 2006. H. Cao, N. Mamoulis, and D. W. Cheung, Discovery of Periodic Patterns in Spatiotemporal Sequences, IEEE Transactions on Knowledge and Data Engineering (TKDE), to appear.Reinforcement Learning: A Survey by Kaelbling, L. P. and Littman, M. L. in JAIR, 1996 ( ) Daniel Saunders, Paul Thagard, Creativity in Computer Science,