CS831 Presentation Schedule
Full list of recommended papers
SUMMARIZATION AND DATA CUBES
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Y. Kachai and K. Waiyamai,
Representing Large Concept Hierarchies Using Lattice
Data Structure,
PAKDD'2001, pp. 186-197 --- presented by Waqar Ahsan, March 5, 2002.
CLASSIFICATION
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J. Li, K. Ramamohanarao, G. Dong,
Combining the Strength of Pattern Frequency and Distance for Classification,
PAKDD'2001,
pp. 455-466 -- presented by Mahesh Shrestha, March 7, 2002.
ITEMSETS AND ASSOCIATION RULES
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M. Seno, and G. Karypis,
LPMiner: An Algorithm for Finding Frequent
Itemsets Using Length-Decreasing Support Constraint,
ICDM 2001 -- Yashu Bither, March 14, 2002.
CLUSTERING
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N. Pernelle, M.-C. Rousset and V. Ventos,
Automatic Construction and Refinement of a Class Hierarchy
over Multi-valued Data,
PKDD 2001,
pp. 386-398 --- presented by Yan Zhao, March 21, 2002.
INTERESTINGNESS:
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Sigal Sahar,
Interestingness PreProcessing,
ICDM 2001 --- presented by Xing Li, March 26, 2002.
TEMPORAL/EVENT SEQUENCE DATA MINING
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F. Hoeppner,
Discovery of Temporal Patterns:
Learning Rules about
the Qualitative Behaviour of Time Series,
Principles of Data Mining and Knowledge Discovery
(PKDD'2001), 2001.
--- presented by Guichong Li, March 28, 2002.
WEB MINING
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B. Liu,
Y. Ma, and
P. Yu,
Discovering Unexpected Information from Your Competitors' Web Sites,
Proceedings of the Seventh ACM SIGKDD International Conference
on Knowledge Discovery and Data Mining (KDD 2001)
--- presented by Zhiyong Lu, April 2, 2002.
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B. Padmanabhan,
Z. Zheng, and
S. O. Kimbrough,
Personalization from Incomplete Data: What You Don't Know Can Hurt,
KDD 2001 -- presented by Yawen Wu, April 4, 2002.
INTRUSION DETECTION
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L. Portnoy, E. Eskin, and S. Stolfo,
Intusion Dectection with Unlabeled Data Using Clustering,
unknown publication -- presented by Thamar Mora, April 9, 2002.
PROBABILISTIC APPROACHES
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Y. Yang and G. I. Webb,
Proportional k-interval Discretization for Naive-Bayes Classifiers,
PKDD'2001 -- presented by Yao Hong, April 11, 2002.
VISUALIZATION
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Noel, S., Raghavan, V., and C.-H. H. Chu,
Visualizing Association Mining Results through Hierarchical Clusters,
ICDM'2001 --- presented by Yuancheng Liu, April 16, 2002.
FINAL PROJECT PRESENTATIONS
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Final project presentations, Wednesday April 24, 9am-12 noon and
Thursday April 25, 9am-12noon.