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ICDE
2008
IEEE
195views Database» more  ICDE 2008»
16 years 5 months ago
Scalable Rule-Based Gene Expression Data Classification
Abstract-- Current state-of-the-art association rule-based classifiers for gene expression data operate in two phases: (i) Association rule mining from training data followed by (i...
Mark A. Iwen, Willis Lang, Jignesh M. Patel
ICDE
2008
IEEE
336views Database» more  ICDE 2008»
16 years 5 months ago
Dominant Graph: An Efficient Indexing Structure to Answer Top-K Queries
Given a record set D and a query score function F, a top-k query returns k records from D, whose values of function F on their attributes are the highest. In this paper, we investi...
Lei Zou, Lei Chen 0002
ICDE
2008
IEEE
150views Database» more  ICDE 2008»
16 years 5 months ago
Link Privacy in Social Networks
We consider a privacy threat to a social network in which the goal of an attacker is to obtain knowledge of a significant fraction of the links in the network. We formalize the ty...
Aleksandra Korolova, Rajeev Motwani, Shubha U. Nab...
ICDE
2008
IEEE
125views Database» more  ICDE 2008»
16 years 5 months ago
RAD: A Scalable Framework for Annotator Development
Developments in semantic search technology have motivated the need for efficient and scalable entity annotation techniques. We demonstrate RAD: a tool for Rapid Annotator Developme...
Sanjeet Khaitan, Ganesh Ramakrishnan, Sachindra Jo...
ICDE
2008
IEEE
120views Database» more  ICDE 2008»
16 years 5 months ago
Direct Discriminative Pattern Mining for Effective Classification
The application of frequent patterns in classification has demonstrated its power in recent studies. It often adopts a two-step approach: frequent pattern (or classification rule) ...
Hong Cheng, Xifeng Yan, Jiawei Han, Philip S. Yu