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» An Implementation Model for Collaborative Applications
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155
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SOSP
2009
ACM
15 years 11 months ago
Distributed aggregation for data-parallel computing: interfaces and implementations
Data-intensive applications are increasingly designed to execute on large computing clusters. Grouped aggregation is a core primitive of many distributed programming models, and i...
Yuan Yu, Pradeep Kumar Gunda, Michael Isard
CORR
2007
Springer
132views Education» more  CORR 2007»
15 years 2 months ago
Fast Algorithm and Implementation of Dissimilarity Self-Organizing Maps
In many real-world applications, data cannot be accurately represented by vectors. In those situations, one possible solution is to rely on dissimilarity measures that enable a se...
Brieuc Conan-Guez, Fabrice Rossi, Aïcha El Go...
ICDM
2005
IEEE
161views Data Mining» more  ICDM 2005»
15 years 8 months ago
Making Logistic Regression a Core Data Mining Tool with TR-IRLS
Binary classification is a core data mining task. For large datasets or real-time applications, desirable classifiers are accurate, fast, and need no parameter tuning. We presen...
Paul Komarek, Andrew W. Moore
128
Voted
HICSS
2007
IEEE
164views Biometrics» more  HICSS 2007»
15 years 8 months ago
Supporting Knowledge Transfer through Decomposable Reasoning Artifacts
Technology to support knowledge transfer and cooperative inquiry must offer its users the ability to effectively interpret knowledge structures produced by collaborators. Communic...
William Pike, Richard May, Alan Turner
131
Voted
OTM
2007
Springer
15 years 8 months ago
ImageNotion: Methodology, Tool Support and Evaluation
The content of image archives changes rapidly. This makes the traditional separation of ontology development and image annotation steps no longer feasible. In this paper, we presen...
Andreas Walter, Gábor Nagypál