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» Applying Pattern Mining to Web Information Extraction
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150
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SLSFS
2005
Springer
15 years 9 months ago
Auxiliary Variational Information Maximization for Dimensionality Reduction
Abstract. Mutual Information (MI) is a long studied measure of information content, and many attempts to apply it to feature extraction and stochastic coding have been made. Howeve...
Felix V. Agakov, David Barber
154
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GFKL
2005
Springer
125views Data Mining» more  GFKL 2005»
15 years 9 months ago
Towards Structure-sensitive Hypertext Categorization
Abstract. Hypertext categorization is the task of automatically assigning category labels to hypertext units. Comparable to text categorization it stays in the area of function lea...
Alexander Mehler, Rüdiger Gleim, Matthias Deh...
138
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KDD
2000
ACM
121views Data Mining» more  KDD 2000»
15 years 7 months ago
Mining high-speed data streams
Many organizations today have more than very large databases; they have databases that grow without limit at a rate of several million records per day. Mining these continuous dat...
Pedro Domingos, Geoff Hulten
160
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KDD
2012
ACM
179views Data Mining» more  KDD 2012»
13 years 6 months ago
Web image prediction using multivariate point processes
In this paper, we investigate a problem of predicting what images are likely to appear on the Web at a future time point, given a query word and a database of historical image str...
Gunhee Kim, Fei-Fei Li, Eric P. Xing
118
Voted
ICWE
2005
Springer
15 years 9 months ago
Discovering Re-usable Design Solutions in Web Conceptual Schemas: Metrics and Methodology
Abstract. In the Internet era, the development of Web applications has impressively evolved and is characterized by a large degree of complexity. To this end, software community ha...
Yannis Panagis, Evangelos Sakkopoulos, Spiros Sirm...