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KDD
2007
ACM
138views Data Mining» more  KDD 2007»
14 years 1 months ago
High-quantile modeling for customer wallet estimation and other applications
In this paper we discuss the important practical problem of customer wallet estimation, i.e., estimation of potential spending by customers (rather than their expected spending). ...
Claudia Perlich, Saharon Rosset, Richard D. Lawren...
GECCO
2006
Springer
156views Optimization» more  GECCO 2006»
13 years 11 months ago
Probabilistic modeling for continuous EDA with Boltzmann selection and Kullback-Leibeler divergence
This paper extends the Boltzmann Selection, a method in EDA with theoretical importance, from discrete domain to the continuous one. The difficulty of estimating the exact Boltzma...
Yunpeng Cai, Xiaomin Sun, Peifa Jia
CORR
2011
Springer
186views Education» more  CORR 2011»
13 years 2 months ago
Similarity Join Size Estimation using Locality Sensitive Hashing
Similarity joins are important operations with a broad range of applications. In this paper, we study the problem of vector similarity join size estimation (VSJ). It is a generali...
Hongrae Lee, Raymond T. Ng, Kyuseok Shim
LREC
2010
207views Education» more  LREC 2010»
13 years 9 months ago
Metaphor Corpus Annotated for Source - Target Domain Mappings
Besides making our thoughts more vivid and filling our communication with richer imagery, metaphor also plays an important structural role in our cognition. Although there is a co...
Ekaterina Shutova, Simone Teufel
BTW
2007
Springer
127views Database» more  BTW 2007»
14 years 1 months ago
An Adaptive Storage Manager for XML Documents
Abstract. Effective and efficient management and manipulation of XML documents requires stable decisions at the time a document enters the XML DBMS to provide for storage structure...
Karsten Schmidt 0002, Theo Härder