Results 1 to 10 of about 46,105,508 (315)
Perturbation-based methods for explaining deep neural networks: A survey
Pattern Recognition Letters, 2021 Deep neural networks (DNNs) have achieved state-of-the-art results in a broad range of tasks, in particular the ones dealing with the perceptual data. However, full-scale application of DNNs in safety-critical areas is hindered by their black box-like ...
Roberts Kadiķis +2 more
exaly +2 more sources
Evaluating Input Perturbation Methods for Interpreting CNNs and Saliency Map Comparison [PDF]
ECCV Workshops, 2021 Input perturbation methods occlude parts of an input to a function and measure the change in the function's output. Recently, input perturbation methods have been applied to generate and evaluate saliency maps from convolutional neural networks.
Lukas Brunke +2 more
semanticscholar +1 more source
Nonlinear dynamics and stability of a homogeneous model of tall buildings under resonant action [PDF]
Journal of Applied and Computational Mechanics, 2021 A homogeneous model of beam-like structure, roughly portraying the mechanical behavior of a tall building, is considered to address nonlinear dynamic response in case of external resonant excitation. A symmetric layout of the building is considered, so
Daniele Zulli, Angelo Luongo
doaj +1 more source
Perturbation Methods for Protecting Data Privacy: A Review of Techniques and Applications
Automated Machine Learning, 2023 : Perturbation methods are mathematical techniques used to add controlled noise or randomness to data to protect privacy while allowing data analysis.
Safiye Turgay, Ilker Ilter
semanticscholar +1 more source
Substantiation of asymptotical solution of weakly nonlinear hyperbolic system
Lietuvos Matematikos Rinkinys, 2023 A hyperbolic system of first order partial differential equations with small parameter and periodical initial conditions is obtained. The uniformly valid in a long time interval asymptotical solution can be constructed using the averaging along ...
Aleksandras Krylovas
doaj +3 more sources
High-Frequency Instabilities of a Boussinesq–Whitham System: A Perturbative Approach
Fluids, 2021 We analyze the spectral stability of small-amplitude, periodic, traveling-wave solutions of a Boussinesq–Whitham system. These solutions are shown numerically to exhibit high-frequency instabilities when subject to bounded perturbations on the real line.
Ryan Creedon +2 more
doaj +1 more source
Resonance in the Cart-Pendulum System—An Asymptotic Approach
Applied Sciences, 2021 The major objective of this research is to study the planar dynamical motion of 2DOF of an auto-parametric pendulum attached with a damped system. Using Lagrange’s equations in terms of generalized coordinates, the fundamental equations of motion (EOM ...
Wael S. Amer +3 more
doaj +1 more source
Mathematics, 2023 This paper focuses on the modification of the large parameter approach (LPA), a novelty procedure, for estimating the periodic solutions of two degrees-of-freedom (DOF) autonomous quasi-linear systems with a first integral.
A. I. Ismail, T. S. Amer, W. S. Amer
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Existence Results for the Conformal Dirac–Einstein System
Advanced Nonlinear Studies, 2021 We consider the coupled system given by the first variation of the conformal Dirac–Einstein functional. We will show existence of solutions by means of perturbation methods.
Guidi Chiara +2 more
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Journal of Modern Power Systems and Clean Energy, 2022 This letter extends the complex-variable perturbed Gauss-Newton method to estimate the state of unbalanced power systems by exploiting the Fortescue transformation.
Izudin Dzafic
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