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SIGSOFT
1993
ACM
15 years 5 months ago
Scalable Software Libraries
1 Many software libraries (e.g., the Booch C++ Components, libg++, NIHCL, COOL) provide components (classes) that implement data structures. Each component is written by hand and r...
Don S. Batory, Vivek Singhal, Marty Sirkin, Jeff T...
SDM
2009
SIAM
170views Data Mining» more  SDM 2009»
15 years 11 months ago
Optimal Distance Bounds on Time-Series Data.
Most data mining operations include an integral search component at their core. For example, the performance of similarity search or classification based on Nearest Neighbors is ...
Michail Vlachos, Philip S. Yu, Suleyman S. Kozat
KDD
2009
ACM
269views Data Mining» more  KDD 2009»
16 years 2 months ago
Extracting discriminative concepts for domain adaptation in text mining
One common predictive modeling challenge occurs in text mining problems is that the training data and the operational (testing) data are drawn from different underlying distributi...
Bo Chen, Wai Lam, Ivor Tsang, Tak-Lam Wong
RISE
2005
Springer
15 years 7 months ago
Software Testing with Evolutionary Strategies
Abstract. This paper applies the Evolutionary Strategy (ES) metaheuristic to the automatic test data generation problem. The problem consists in creating automatically a set of inp...
Enrique Alba, J. Francisco Chicano
ICSM
2002
IEEE
15 years 6 months ago
Measuring Software Functional Size: Towards an Effective Measurement of Complexity
Data manipulation, or algorithmic complexity, is not taken into account adequately in any of the most popular functional size measurement methods. In this paper, we recall some we...
De Tran-Cao, Ghislain Lévesque, Alain Abran