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EDBT
2000
ACM
15 years 2 months ago
Mining Classification Rules from Datasets with Large Number of Many-Valued Attributes
Decision tree induction algorithms scale well to large datasets for their univariate and divide-and-conquer approach. However, they may fail in discovering effective knowledge when...
Giovanni Giuffrida, Wesley W. Chu, Dominique M. Ha...
KDD
2005
ACM
124views Data Mining» more  KDD 2005»
15 years 10 months ago
CLICKS: an effective algorithm for mining subspace clusters in categorical datasets
We present a novel algorithm called Clicks, that finds clusters in categorical datasets based on a search for k-partite maximal cliques. Unlike previous methods, Clicks mines subs...
Mohammed Javeed Zaki, Markus Peters, Ira Assent, T...
JOT
2008
125views more  JOT 2008»
14 years 10 months ago
On Web Search: Some Activities and Challenges
Internet search engines have become an indispensable part of everyday living and business today. Although the capabilities of Internet search engines are incrementally improving s...
Won Kim, Ok-Ran Jeong, Hyungsuk Ji, Sangwon Lee
CIBB
2008
15 years 11 days ago
Curating a Large-Scale Regulatory Network by Evaluating Its Consistency with Expression Datasets
Abstract. The analysis of large-scale regulatory models using data issued from genome-scale high-throughput experimental techniques is an actual challenge in the systems biology fi...
Carito Guziolowski, Jeremy Gruel, Ovidiu Radulescu...
ICDE
2008
IEEE
90views Database» more  ICDE 2008»
15 years 11 months ago
Rights Protection of Trajectory Datasets
This work presents a technique of convincingly claiming ownership rights over a trajectory dataset. The presented methodology distorts imperceptibly a collection of sequences, effe...
Claudio Lucchese, Michail Vlachos, Deepak Rajan, P...