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A Survey of Parametric Static Analysis
ACM Computing Surveys, 2021Understanding program behaviors is important to verify program properties or to optimize programs. Static analysis is a widely used technique to approximate program behaviors via abstract interpretation. To evaluate the quality of static analysis, researchers have used three metrics: performance, precision, and soundness.
Jihyeok Park, Hongki Lee, Sukyoung Ryu
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Parametric versus non-parametric complex image analysis
2009 IEEE International Geoscience and Remote Sensing Symposium, 2009In this paper we compare parametric and non-parametric method for the analysis of complex valued high-resolution SAR data. Gauss-Markov Random Field (GMRF) model with a quadratic energy function as a parametric analysis parameterizes the spectogram of the signal, whereas nonlinear short time Fourier transform (STFT) method, the method based on time ...
Jagmal Singh +2 more
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Parametrizing Program Analysis
2014 Theoretical Aspects of Software Engineering Conference, 2014A parametric analysis is an analysis whose input and output are parametrized with a number of parameters which can be instantiated to abstract properties after analysis is completed. We use Cousot and Cousot's Cardinal power domain to capture dependencies of analysis output on its input and present a method for obtaining parametric analyses from non ...
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Parametric and non-parametric unsupervised cluster analysis
Pattern Recognition, 1997Much work has been published on methods for assessing the probable number of clusters or structures within unknown data sets. This paper aims to look in more detail at two methods, a broad parametric method, based around the assumption of Gaussian clusters and the other a non-parametric method which utilises methods of scale-space filtering to extract ...
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Parametric Analysis of Breast MRI
Journal of Computer Assisted Tomography, 2002Parametric analysis of breast MRI provides unique mapping of pathophysiological characteristics that cannot be obtained by standard conventional MRI. We describe in this review methods based on intrinsic contrast and tissue elasticity as well as methods that use external paramagnetic contrast agents and follow the time evolution of contrast. Processing
Edna, Furman-Haran, Hadassa, Degani
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Parametric Canonical Correlation Analysis
2019 IEEE International Conference on Cloud Computing Technology and Science (CloudCom), 2019Generally, suppose a wave is a linear combination of multiple basis(Not necessarily a sine or cosine waves, it could also be a wavelet, etc.), different types of waves may be similar on some basis, but vary greatly on a certain basis. To address this problem, we introduce a PCCA-based feature extraction method that extends canonical correlation ...
Shangyu Chen +2 more
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Non-Parametric Analysis of Covariance
Biometrics, 1995An analysis of covariance model where the covariate effect is assumed only to be smooth is considered. The possibility of different shapes of covariate effect in different groups is also allowed and tests of equality and of parallelism across groups are constructed.
Young, Stuart G., Bowman, Adrian W.
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Parametric Transformations for Flexible Analysis
2012 19th Asia-Pacific Software Engineering Conference, 2012We present an approach for flexible analysis of complex system models based on a parametric model-to-model (M2M) transformation where the target model has variants. We describe a M2M transformation from sequence diagrams (SDs) to coloured Petri nets (CPNs) with (untimed, timed, stochastic) variants enabling different forms of dependability and ...
Juliana Bowles, Dulani Apeksha Meedeniya
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Analysis of parametric resonance in magnetohydrodynamics
European Journal of Mechanics - B/Fluids, 2002zbMATH Open Web Interface contents unavailable due to conflicting licenses.
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Parametric analysis of computer systems
1997A general parametric analysis problem which allows the usage of parameter variables in both the real-time automata and the specifications is proposed and solved. The analysis algorithm is much simpler and can run more efficiently in average cases than previous work.
Farn Wang, Pao-Ann Hsiung
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