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95
Voted
CIKM
2001
Springer
15 years 4 months ago
Text Classification in a Hierarchical Mixture Model for Small Training Sets
Kristina Toutanova, Francine Chen, Kris Popat, Tho...
88
Voted
CIKM
2001
Springer
15 years 4 months ago
SQL Database Primitives for Decision Tree Classifiers
Scalable data mining in large databases is one of today's challenges to database technologies. Thus, substantial effort is dedicated to a tight coupling of database and data ...
Kai-Uwe Sattler, Oliver Dunemann
91
Voted
CIKM
2001
Springer
15 years 4 months ago
Efficient Runtime Generation of Association Rules
Richard Relue, Xindong Wu, Hao Huang
99
Voted
CIKM
2001
Springer
15 years 4 months ago
Sliding-Window Filtering: An Efficient Algorithm for Incremental Mining
We explore in this paper an effective sliding-window filtering (abbreviatedly as SWF) algorithm for incremental mining of association rules. In essence, by partitioning a transact...
Chang-Hung Lee, Cheng-Ru Lin, Ming-Syan Chen
94
Voted
CIKM
2001
Springer
15 years 4 months ago
Information Access in Implicit Culture Framework
Enrico Blanzieri, Paolo Giorgini, Paolo Massa, Sab...
73
Voted
CIKM
2001
Springer
15 years 5 months ago
Algorithm for Discovering Multivalued Dependencies
Men Hin Yan, Ada Wai-Chee Fu
70
Voted
CIKM
2001
Springer
15 years 5 months ago
A Performance Comparison of bitmap indexes
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Kesheng Wu, Ekow J. Otoo, Arie Shoshani
106
Voted
CIKM
2001
Springer
15 years 5 months ago
Model-based Feedback in the Language Modeling Approach to Information Retrieval
The language modeling approach to retrieval has been shown to perform well empirically. One advantage of this new approach is its statistical foundations. However, feedback, as on...
ChengXiang Zhai, John D. Lafferty
81
Voted
CIKM
2001
Springer
15 years 5 months ago
Using LSI for Text Classification in the Presence of Background Text
Sarah Zelikovitz, Haym Hirsh
127
Voted
CIKM
2001
Springer
15 years 5 months ago
Selecting Relevant Instances for Efficient and Accurate Collaborative Filtering
Collaborative filtering uses a database about consumers’ preferences to make personal product recommendations and is achieving widespread success in both E-Commerce and Informat...
Kai Yu, Xiaowei Xu, Martin Ester, Hans-Peter Krieg...