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» Developing an Open Architecture for Performance Data Mining
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70
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PODC
1995
ACM
15 years 1 months ago
A Framework for Protocol Composition in Horus
The Horus system supports a communication architecture ats protocols as instances of an abstract data type. This approach encourages developers to partition complex protocols into...
Robbert van Renesse, Kenneth P. Birman, Roy Friedm...
KDD
2007
ACM
124views Data Mining» more  KDD 2007»
15 years 4 months ago
Hierarchical mixture models: a probabilistic analysis
Mixture models form one of the most widely used classes of generative models for describing structured and clustered data. In this paper we develop a new approach for the analysis...
Mark Sandler
83
Voted
KDD
1994
ACM
125views Data Mining» more  KDD 1994»
15 years 2 months ago
Knowledge Discovery in Large Image Databases: Dealing with Uncertainties in Ground Truth
This paper discusses the problem of knowledge discovery in image databases with particular focus on the issues which arise when absolute ground truth is not available. It is often...
Padhraic Smyth, Michael C. Burl, Usama M. Fayyad, ...
FSKD
2011
Springer
279views Fuzzy Logic» more  FSKD 2011»
13 years 9 months ago
Modelling the seasonal climate variability and its effects on vintage wines from Marlborough, NZ
— The paper presents some interim results from an ongoing research on the application of data/text mining methodologies being investigated to modelling the seasonal climate varia...
Subana Shanmuganathan, Ana Perez Kuroki, Ajit Nara...
91
Voted
ICDM
2008
IEEE
150views Data Mining» more  ICDM 2008»
15 years 4 months ago
Pseudolikelihood EM for Within-network Relational Learning
In this work, we study the problem of within-network relational learning and inference, where models are learned on a partially labeled relational dataset and then are applied to ...
Rongjing Xiang, Jennifer Neville