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WSDM
2010
ACM
245views Data Mining» more  WSDM 2010»
16 years 2 months ago
Improving Quality of Training Data for Learning to Rank Using Click-Through Data
In information retrieval, relevance of documents with respect to queries is usually judged by humans, and used in evaluation and/or learning of ranking functions. Previous work ha...
Jingfang Xu, Chuanliang Chen, Gu Xu, Hang Li, Elbi...
ICSE
2009
IEEE-ACM
16 years 5 months ago
Alitheia Core: An extensible software quality monitoring platform
Research in the fields of software quality and maintainability requires the analysis of large quantities of data, which often originate from open source software projects. Pre-pro...
Georgios Gousios, Diomidis Spinellis
ICDE
2006
IEEE
173views Database» more  ICDE 2006»
16 years 6 months ago
Stream Processing in Production-to-Business Software
In order to support continuous queries over data streams, a plethora of suitable techniques as well as prototypes have been developed and evaluated in recent years. In particular,...
Michael Cammert, Christoph Heinz, Jürgen Kr&a...
KDD
2009
ACM
198views Data Mining» more  KDD 2009»
16 years 5 months ago
Pervasive parallelism in data mining: dataflow solution to co-clustering large and sparse Netflix data
All Netflix Prize algorithms proposed so far are prohibitively costly for large-scale production systems. In this paper, we describe an efficient dataflow implementation of a coll...
Srivatsava Daruru, Nena M. Marin, Matt Walker, Joy...
SAC
2010
ACM
15 years 12 months ago
Extraction of component-environment interaction model using state space traversal
Scalability of software engineering methods can be improved by application of the methods to individual components instead of complete systems. This is, however, possible only if ...
Pavel Parizek, Nodir Yuldashev