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Javed O; Singh P; Reger G; Toor S

To test, or not to test: A proactive approach for deciding complete performance test initiation Conference

2022 IEEE International Conference on Big Data (Big Data), IEEE, 2022.

Abstract | Links | BibTeX | Tags: Classification, Software, Unsupervised Learning

Singh P; van der Herten J; Deschrijver D; Couckuyt I; Dhaene T

A sequential sampling strategy for adaptive classification of computationally expensive data Journal Article

In: Structural and Multidisciplinary Optimization, vol. 55, no. 4, pp. 1425–1438, 2017.

Links | BibTeX | Tags: Classification, Inverse Problem, Optimization, Sampling, Surrogate Modeling

Singh P; Ferranti F; Deschrijver D; Couckuyt I; Dhaene T

Classification aided domain reduction for high dimensional optimization Proceedings Article

In: Proceedings of the Winter Simulation Conference 2014, pp. 3928–3939, IEEE 2014.

Links | BibTeX | Tags: Classification, Optimization, Sampling, Surrogate Modeling

Singh P; Deschrijver D; Pissoort D; Dhaene T

Adaptive classification algorithm for EMC-compliance testing of electronic devices Journal Article

In: Electronics Letters, vol. 49, no. 24, pp. 1526–1528, 2013.

Links | BibTeX | Tags: Classification, Inverse Problem, Optimization, Surrogate Modeling