Paper presentations

The presentation should take a maximum of 30 minutes. The slides should be sent to the instructor before the presentation so that these slides could be made available to the whole class.
The presentations are peer-evaluated.

# Date Paper Student Handouts

1 October 30 Sampling Large Databases for Association Rules
Hannu Toivonen, In Proc. 1996 Int. Conf. Very Large Data Bases Farzaneh

2 October 30 Mining Free Itemsets under Constraints
Jean-François Boulicaut, Baptiste Jeudy
International Database Engineering and Application Symposium, 2001 Shuang [Slides]

3 November 1 Semi-Supervised Time Series Classification
Li Wei , Eamonn Keogh
in Proc. 2006 ACM SIGKDD International Conference on Knowledge Discovery and Data Mining Mojdeh [Slides]

4 November 1 Spatial Data Mining: Progress and Challenges Survey paper
Krzysztof Koperski, Junas Adhikary, Jiawei Han
Workshop on Research Issues on Data Mining and Knowledge Discovery, 1996 Bradley [Slides]

5 November 1 COFI-tree Mining: A New Approach to Pattern Growth with Reduced Candidacy Generation
Mohammad El-Hajj and Osmar R. Zaiane
Workshop on Frequent Itemset Mining Implementations, 2003 Ying [Slides]

6 November 20 Detecting Change in Categorical Data: Mining Contrast Sets
Stephen D. Bay, Michael J. Pazzani
In Proc. 1999 ACM SIGKDD International Conference on Knowledge Discovery and Data Mining Camilo [Slides]

7 November 20 On Detecting Differences Between Groups
Geoffrey I. Webb, Shane M. Butler, Douglas Newlands
In Proc. 2003 ACM SIGKDD International Conference on Knowledge Discovery and Data Mining Yi [Slides]

8 November 20 Group SAX: Extending the Notion of Contrast Sets to Time Series and Multimedia Data
Jessica Lin, Eamonn J. Keogh
10th European Conference on Principles and Practice of Knowledge Discovery in Databases, PKDD 2006 Dave [Slides]

9 November 22 Lazzy Associative Classification
Adriano Veloso, Wagner Meira Jr., Mohammed Zaki
IEEE ICDM 2006 Fariba [Slides]

10 November 22 Discriminative Frequent Pattern Analysis for Effective Classification
Hong Cheng, Xifeng Yan, Jiawei Han, and Chih-Wei Hsu
Proc. 2007 International Conference on Data Engineering Han [Slides]

11 November 22 Top-Down Mining of Frequent Patterns from Very High Dimensional Data (short paper)
Hongyan Liu, Jiawei Han, Dong Xin, Zheng Shao
ICDE 2006
Mining Interesting Patterns from Very High Dimensional Data: A Top-Down Row Enumeration Approach
Hongyan Liu, Jiawei Han, Dong Xin, Zheng Shao
SIAM SDM 2006. Jiaofen [Slides]

12 November 27 Discovering Interesting Patterns Through User's Interactive Feedback
Dong Xin, Xuehua Shen, Qiaozhu Mei, and Jiawei Han
in Proc. 2006 ACM SIGKDD International Conference on Knowledge Discovery and Data Mining Wei [Slides]

13 November 27 Journal Status
J. Bollen, M. Rodriguez, H. Van de Sompel
Scientometrics, Volume 69, n3, pp 669-687, 2006 Yavar [Slides]

14 November 27 High Confidence Rule Mining for Microarray Analysis
Tara McIntosh, Sanjay Chawla
IEEE/ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS Kang [Slides]

15 November 29 Carpenter: finding closed patterns in long biological datasets
Feng Pan, Gao Cong, Anthony K. H. Tung, Jiong Yang, Mohammed J. Zaki
ACM SIGKDD 2003 (Also available here) Zhiyu [Slides]

16 November 29 LinkClus: Efficient Clustering via Heterogeneous Semantic Links
Xiaoxin Yin, Jiawei Han, and Philip Yu
in Proc. 2006 Int. Conf. on Very Large Data Bases Naimeh [Slides]

17 November 29 Geometrically Inspired Itemset Mining
Florian Verhein, Sanjay Chawla
IEEE ICDM 2006 Ci [Slides]

#	Date	Paper	Student	Handouts
1	October 30	Sampling Large Databases for Association Rules Hannu Toivonen, In Proc. 1996 Int. Conf. Very Large Data Bases	Farzaneh
2	October 30	Mining Free Itemsets under Constraints Jean-François Boulicaut, Baptiste Jeudy International Database Engineering and Application Symposium, 2001	Shuang	[Slides]
3	November 1	Semi-Supervised Time Series Classification Li Wei , Eamonn Keogh in Proc. 2006 ACM SIGKDD International Conference on Knowledge Discovery and Data Mining	Mojdeh	[Slides]
4	November 1	Spatial Data Mining: Progress and Challenges Survey paper Krzysztof Koperski, Junas Adhikary, Jiawei Han Workshop on Research Issues on Data Mining and Knowledge Discovery, 1996	Bradley	[Slides]
5	November 1	COFI-tree Mining: A New Approach to Pattern Growth with Reduced Candidacy Generation Mohammad El-Hajj and Osmar R. Zaiane Workshop on Frequent Itemset Mining Implementations, 2003	Ying	[Slides]
6	November 20	Detecting Change in Categorical Data: Mining Contrast Sets Stephen D. Bay, Michael J. Pazzani In Proc. 1999 ACM SIGKDD International Conference on Knowledge Discovery and Data Mining	Camilo	[Slides]
7	November 20	On Detecting Differences Between Groups Geoffrey I. Webb, Shane M. Butler, Douglas Newlands In Proc. 2003 ACM SIGKDD International Conference on Knowledge Discovery and Data Mining	Yi	[Slides]
8	November 20	Group SAX: Extending the Notion of Contrast Sets to Time Series and Multimedia Data Jessica Lin, Eamonn J. Keogh 10th European Conference on Principles and Practice of Knowledge Discovery in Databases, PKDD 2006	Dave	[Slides]
9	November 22	Lazzy Associative Classification Adriano Veloso, Wagner Meira Jr., Mohammed Zaki IEEE ICDM 2006	Fariba	[Slides]
10	November 22	Discriminative Frequent Pattern Analysis for Effective Classification Hong Cheng, Xifeng Yan, Jiawei Han, and Chih-Wei Hsu Proc. 2007 International Conference on Data Engineering	Han	[Slides]
11	November 22	Top-Down Mining of Frequent Patterns from Very High Dimensional Data (short paper) Hongyan Liu, Jiawei Han, Dong Xin, Zheng Shao ICDE 2006 Mining Interesting Patterns from Very High Dimensional Data: A Top-Down Row Enumeration Approach Hongyan Liu, Jiawei Han, Dong Xin, Zheng Shao SIAM SDM 2006.	Jiaofen	[Slides]
12	November 27	Discovering Interesting Patterns Through User's Interactive Feedback Dong Xin, Xuehua Shen, Qiaozhu Mei, and Jiawei Han in Proc. 2006 ACM SIGKDD International Conference on Knowledge Discovery and Data Mining	Wei	[Slides]
13	November 27	Journal Status J. Bollen, M. Rodriguez, H. Van de Sompel Scientometrics, Volume 69, n3, pp 669-687, 2006	Yavar	[Slides]
14	November 27	High Confidence Rule Mining for Microarray Analysis Tara McIntosh, Sanjay Chawla IEEE/ACM TRANSACTIONS ON COMPUTATIONAL BIOLOGY AND BIOINFORMATICS	Kang	[Slides]
15	November 29	Carpenter: finding closed patterns in long biological datasets Feng Pan, Gao Cong, Anthony K. H. Tung, Jiong Yang, Mohammed J. Zaki ACM SIGKDD 2003 (Also available here)	Zhiyu	[Slides]
16	November 29	LinkClus: Efficient Clustering via Heterogeneous Semantic Links Xiaoxin Yin, Jiawei Han, and Philip Yu in Proc. 2006 Int. Conf. on Very Large Data Bases	Naimeh	[Slides]
17	November 29	Geometrically Inspired Itemset Mining Florian Verhein, Sanjay Chawla IEEE ICDM 2006	Ci	[Slides]