| Week | Topic | Readings | Presenter |
|---|---|---|---|
| 9/27/99 | Organizational meeting | (none) | (none) |
| 10/4/99 | Association Rules | Fast Algorithms for Mining Association Rules, Agrawal and Srikant; VLDB 94. | Kurt Partridge slides |
| 10/11/99 | Classification | PUBLIC: A Decision Tree Classifier that Integrates Building and Pruning Rastogi, Shim; VLDB 1998 | Shuichi Koga |
| 10/18/99 | Clustering | CURE: An Efficient Clustering Algorithm for Large Databases Guha, Rastogi, Shim; SIGMOD 98. | An Hai Doan |
| 10/25/99 | Data Mining Methodology | Integrating Mining with Relational Database Systems: Alternatives and Implications Sunita Sarawagi, Shiby Thomas, Rakesh Agrawal; SIGMOD 98. | Zack Ives |
| 11/1/99 | Latent Semantic Indexing | Latent Semantic Indexing: A Probablistic Analysis Christos Papadimitriou, Prabhakar Raghavan, Hisao Tamaki; Preliminary version in PODS 98 | Frank McSherry |
| 11/8/99 | Extending Association Rules | Query Flocks: A Generalization of Association-Rule Mining Dick Tsur, Jeffrey D. Ullman, Serge Abiteboul, Chris Clifton, Rajeev Motwani, Svetlozar Nestorov, Arnon Rosenthal; SIGMOD 98. | Rachel Pottinger |
| 11/15/99 | Data Mining | Talk by Surajit Chaudhuri | |
| 11/22/99 | Extending naive Bayes classifiers using long itemsets Meretakis and Wuthrich; KDD 99. | Jayant Madhavan | |
| 11/29/99 | Squashing flat files flatter DuMouchel et al; KDD 99. | Stefan Saroiu | |
| 12/6/99 | Efficient Approximation of Nearest-Neighbor Queries over Large Databases | Dr. Kristin Bennett |
Winter 1998's 590db - Theory of Databases