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ICSE
2000
IEEE-ACM
15 years 1 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
108
Voted
ICDM
2009
IEEE
154views Data Mining» more  ICDM 2009»
14 years 8 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
115
Voted
EMSOFT
2008
Springer
14 years 12 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»
15 years 10 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
EXPCS
2007
15 years 2 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...