Kristin Vanlommel
University of Antwerp
4 Papers
17 Citations
Kristin Vanlommel is an academic researcher from University of Antwerp. The author has contributed to research in topics: Computer science & Support vector machine. The author has an hindex of 3, co-authored 4 publications. Previous affiliations of Kristin Vanlommel include University of Technology, Sydney.
Chat about Author
Papers
TOPSIS and Modified TOPSIS: A comparative analysis
TL;DR: In this article , the authors provide extensive simulation-based comparisons and mathematical analysis of these two popular MADM methods in order to clarify the confusion regarding their selection for solving MADM problems.
258
Reliability analysis of structures by a three-stage sequential sampling based adaptive support vector regression model
TL;DR: In this paper , a three-stage adaptive support vector regression (SVR) based metamodel is built by sampling training data sequentially close to a limit state function (LSF).
16
An improved iterative model reduction technique to estimate the unknown responses using limited available responses
TL;DR: In this paper , an improved iterative model reduction algorithm by eliminating the stiffness terms from the transformation equation is proposed, which enables obtaining the unknown responses without repeated evaluations in case of stiffness reductions typically involved in structural health monitoring (SHM).
8
Reliability analysis of structures by a three-stage sequential sampling based adaptive support vector regression model
TL;DR: In this article, a three-stage adaptive support vector regression (SVR) based metamodel is built by sampling training data sequentially close to the limit state function (LSF), which alleviates the difficulty of scarcity of samples in the reduced space for reliability evaluation of a structure involving implicit LSF.