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» Extracting Web Data Using Instance-Based Learning
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GFKL
2007
Springer
166views Data Mining» more  GFKL 2007»
15 years 8 months ago
Classifying Number Expressions in German Corpora
Number and date expressions are essential information items in corpora and therefore play a major role in various text mining applications. However, so far number expressions were ...
Irene M. Cramer, Stefan Schacht, Andreas Merkel
131
Voted
SDM
2007
SIAM
146views Data Mining» more  SDM 2007»
15 years 4 months ago
ROAM: Rule- and Motif-Based Anomaly Detection in Massive Moving Object Data Sets
With recent advances in sensory and mobile computing technology, enormous amounts of data about moving objects are being collected. One important application with such data is aut...
Xiaolei Li, Jiawei Han, Sangkyum Kim, Hector Gonza...
107
Voted
DASFAA
2007
IEEE
138views Database» more  DASFAA 2007»
15 years 9 months ago
An Original Semantics to Keyword Queries for XML Using Structural Patterns
XML is by now the de facto standard for exporting and exchanging data on the web. The need for querying XML data sources whose structure is not fully known to the user and the need...
Dimitri Theodoratos, Xiaoying Wu
WWW
2003
ACM
16 years 3 months ago
An Effective Complete-Web Recommender System
There are a number of recommendation systems that can suggest the webpages, within a single website, that other (purportedly similar) users have visited. By contrast, our goal is ...
Gerald Häubl, Russell Greiner, Tingshao Zhu
126
Voted
SDM
2008
SIAM
133views Data Mining» more  SDM 2008»
15 years 4 months ago
Semantic Smoothing for Bayesian Text Classification with Small Training Data
Bayesian text classifiers face a common issue which is referred to as data sparsity problem, especially when the size of training data is very small. The frequently used Laplacian...
Xiaohua Zhou, Xiaodan Zhang, Xiaohua Hu