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» Process Mining by Measuring Process Block Similarity
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IJCNN
2006
IEEE
15 years 3 months ago
Correntropy: A Localized Similarity Measure
—The measure of similarity normally utilized in statistical signal processing is based on second order moments. In this paper, we reveal the probabilistic meaning of correntropy ...
Weifeng Liu, Puskal P. Pokharel, Jose C. Principe
DAWAK
2007
Springer
15 years 3 months ago
Automating the Schema Matching Process for Heterogeneous Data Warehouses
Abstract. A federated data warehouse is a logical integration of data warehouses applicable when physical integration is impossible due to privacy policy or legal restrictions. In ...
Marko Banek, Boris Vrdoljak, A. Min Tjoa, Zoran Sk...
JMLR
2010
141views more  JMLR 2010»
14 years 4 months ago
Hierarchical Gaussian Process Regression
We address an approximation method for Gaussian process (GP) regression, where we approximate covariance by a block matrix such that diagonal blocks are calculated exactly while o...
Sunho Park, Seungjin Choi
JIIS
2002
141views more  JIIS 2002»
14 years 9 months ago
Combining Approximation Techniques and Vector Quantization for Adaptable Similarity Search
Adaptable similarity queries based on quadratic form distance functions are widely popular in data mining application domains including multimedia, CAD, molecular biology or medica...
Christian Böhm, Hans-Peter Kriegel, Thomas Se...
MSR
2005
ACM
15 years 3 months ago
Repository mining and Six Sigma for process improvement
In this paper, we propose to apply artifact mining in a global development environment to support measurement based process management and improvement, such as SEI/CMMI’s GQ(I)M...
Michael VanHilst, Pankaj K. Garg, Christopher Lo