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156
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SIGIR
2011
ACM
14 years 6 months ago
Functional matrix factorizations for cold-start recommendation
A key challenge in recommender system research is how to effectively profile new users, a problem generally known as cold-start recommendation. Recently the idea of progressivel...
Ke Zhou, Shuang-Hong Yang, Hongyuan Zha
154
Voted
WSDM
2009
ACM
136views Data Mining» more  WSDM 2009»
15 years 10 months ago
Mining common topics from multiple asynchronous text streams
Text streams are becoming more and more ubiquitous, in the forms of news feeds, weblog archives and so on, which result in a large volume of data. An effective way to explore the...
Xiang Wang 0002, Kai Zhang, Xiaoming Jin, Dou Shen
153
Voted
ASPLOS
2006
ACM
15 years 9 months ago
Combinatorial sketching for finite programs
Sketching is a software synthesis approach where the programmer develops a partial implementation — a sketch — and a separate specification of the desired functionality. The ...
Armando Solar-Lezama, Liviu Tancau, Rastislav Bod&...
107
Voted
CP
2003
Springer
15 years 8 months ago
Exploiting Multidirectionality in Coarse-Grained Arc Consistency Algorithms
Arc consistency plays a central role in solving Constraint Satisfaction Problems. This is the reason why many algorithms have been proposed to establish it. Recently, an algorithm ...
Christophe Lecoutre, Frédéric Bousse...
141
Voted
KDD
2010
ACM
199views Data Mining» more  KDD 2010»
15 years 7 months ago
Online discovery and maintenance of time series motifs
The detection of repeated subsequences, time series motifs, is a problem which has been shown to have great utility for several higher-level data mining algorithms, including clas...
Abdullah Mueen, Eamonn J. Keogh