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» Time Aware Mining of Itemsets
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PAKDD
2010
ACM
171views Data Mining» more  PAKDD 2010»
13 years 5 months ago
Summarizing Multidimensional Data Streams: A Hierarchy-Graph-Based Approach
With the rapid development of information technology, many applications have to deal with potentially infinite data streams. In such a dynamic context, storing the whole data stre...
Yoann Pitarch, Anne Laurent, Pascal Poncelet
IS
2007
13 years 6 months ago
Discovering frequent geometric subgraphs
As data mining techniques are being increasingly applied to non-traditional domains, existing approaches for finding frequent itemsets cannot be used as they cannot model the req...
Michihiro Kuramochi, George Karypis
EDBT
2006
ACM
181views Database» more  EDBT 2006»
14 years 6 months ago
TeNDaX, a Collaborative Database-Based Real-Time Editor System
TeNDaX is a collaborative database-based real-time editor system. TeNDaX is a new approach for word-processing in which documents (i.e. content and structure, tables, images etc.) ...
Klaus R. Dittrich, Michael H. Böhlen, Stefani...
ICDM
2010
IEEE
154views Data Mining» more  ICDM 2010»
13 years 4 months ago
Discrimination Aware Decision Tree Learning
Abstract--Recently, the following discrimination aware classification problem was introduced: given a labeled dataset and an attribute , find a classifier with high predictive accu...
Faisal Kamiran, Toon Calders, Mykola Pechenizkiy
AUSDM
2007
Springer
107views Data Mining» more  AUSDM 2007»
14 years 27 days ago
News Aware Volatility Forecasting: Is the Content of News Important?
The efficient market hypothesis states that the market incorporates all available information to provide an accurate valuation of the asset at any given time. However, most models...
Calum Robertson, Shlomo Geva, Rodney Wolff