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HASE
2007
IEEE
14 years 3 months ago
Parsimonious Classifiers for Software Quality Assessment
—Modeling  to  predict fault­proneness of software modules is an important area  of research in software engineering. Most such models employ a large number ...
Miyoung Shin, Sunida Ratanothayanon, Amrit L. Goel...
ICMCS
2005
IEEE
178views Multimedia» more  ICMCS 2005»
14 years 2 months ago
On the Earth Mover's Distance as a histogram similarity metric for image retrieval
In this paper, the performance of the Earth Mover’s Distance (EMD) vs χ2 distance as histogram similarity metrics for image retrieval is evaluated experimentally. Ground truth ...
Zhenghua Yu, Gunawan Herman
ICML
2007
IEEE
14 years 10 months ago
Information-theoretic metric learning
In this paper, we present an information-theoretic approach to learning a Mahalanobis distance function. We formulate the problem as that of minimizing the differential relative e...
Jason V. Davis, Brian Kulis, Prateek Jain, Suvrit ...
HOTDEP
2008
126views Hardware» more  HOTDEP 2008»
13 years 11 months ago
Toward Quantifying System Manageability
Manageability directly influences a system's reliability, availability, security, and safety, thus being a key ingredient of system dependability. Alas, we do not have today ...
George Candea
ICDE
1999
IEEE
139views Database» more  ICDE 1999»
14 years 10 months ago
Clustering Large Datasets in Arbitrary Metric Spaces
Clustering partitions a collection of objects into groups called clusters, such that similar objects fall into the same group. Similarity between objects is defined by a distance ...
Venkatesh Ganti, Raghu Ramakrishnan, Johannes Gehr...