CS240B Spring 2007
ADVANCED DATA BASES and KNOWLEDGE BASES
Instructor: Carlo Zaniolo
Office Hours: Thursday 3:00--5:00pm
Syllabus
Notes
Books
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June 8: Presentations Streaming Data Management Systems, by Bryan Wyman Indexing for Similarity Matching - A Look into Problems and Solutions, by Que Le June 6: Presentations Clustering on Data Streams using K-Means, by Calvin Lei Mining Frequent Pattern in Streams, by Felix Gao June 4: Presentations Privacy Preserving Data Mining: Measures and Challenges, by Barzan Mozafari Totally Unsupervised Learning for Large Data Sets, by Anthony Urso Assignment No 5 Read the following reports Research Issues in Data Stream Association Rule Mining, by Nan Jiang and Le Gruenwald, SIGMOD Record, Vol. 35, No. 1, Mar. 2006. Frequent Itemsets Mining Examples by Osmar Zaïane's, www.cs.ualberta.ca/~zaiane/courses/cau/slides/w2w3-ex-sol.pdf
June 8: Presentations Streaming Data Management Systems, by Bryan Wyman Indexing for Similarity Matching - A Look into Problems and Solutions, by Que Le June 6: Presentations Clustering on Data Streams using K-Means, by Calvin Lei Mining Frequent Pattern in Streams, by Felix Gao June 4: Presentations
June 8: Presentations Streaming Data Management Systems, by Bryan Wyman Indexing for Similarity Matching - A Look into Problems and Solutions, by Que Le June 6: Presentations
June 8: Presentations
Assignment No 5
Read the following reports
Research Issues in Data Stream Association Rule Mining, by Nan Jiang and Le Gruenwald, SIGMOD Record, Vol. 35, No. 1, Mar. 2006.
A Density-Based Algorithm for Discovering Clusters in Large Spatial Databases with Noise. Martin Ester, Hans-Peter Kriegel, Jörg Sander, Xiaowei Xu. By KDD 1996: 226-231 OPTICS: Ordering Points To Identify the Clustering Structure. by Mihael Ankerst, Markus M. Breunig,
A Density-Based Algorithm for Discovering Clusters in Large Spatial Databases with Noise. Martin Ester, Hans-Peter Kriegel, Jörg Sander, Xiaowei Xu. By KDD 1996: 226-231
OPTICS: Ordering Points To Identify the Clustering Structure. by Mihael Ankerst, Markus M. Breunig,