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» Testing metric properties
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163
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ICSE
2000
IEEE-ACM
15 years 8 months ago
Software metrics: roadmap
Software metrics as a subject area is over 30 years old, but it has barely penetrated into mainstream software engineering. A key reason for this is that most software metrics act...
Norman E. Fenton, Martin Neil
ICDM
2009
IEEE
154views Data Mining» more  ICDM 2009»
15 years 3 months ago
GSML: A Unified Framework for Sparse Metric Learning
There has been significant recent interest in sparse metric learning (SML) in which we simultaneously learn both a good distance metric and a low-dimensional representation. Unfor...
Kaizhu Huang, Yiming Ying, Colin Campbell
EMSOFT
2008
Springer
15 years 7 months ago
Active property checking
Runtime property checking (as implemented in tools like Purify or Valgrind) checks whether a program execution satisfies a property. Active property checking extends runtime check...
Patrice Godefroid, Michael Y. Levin, David A. Moln...
KDD
2006
ACM
213views Data Mining» more  KDD 2006»
16 years 5 months ago
Learning sparse metrics via linear programming
Calculation of object similarity, for example through a distance function, is a common part of data mining and machine learning algorithms. This calculation is crucial for efficie...
Glenn Fung, Rómer Rosales
131
Voted
EXPCS
2007
15 years 9 months ago
Towards user-centric metrics for denial-of-service measurement
To date, the measurement of user-perceived degradation of quality of service during denial of service (DoS) attacks remained an elusive goal. Current approaches mostly rely on low...
Jelena Mirkovic, Alefiya Hussain, Brett Wilson, So...