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NeuralSI: Structural Parameter Identification in Nonlinear Dynamical Systems
Structural monitoring for complex built environments often suffers from mismatch between design, laboratory testing, and actual built parameters....
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Research on How Community Building Interface Can Become an Intermedium to Support the Application of Unmanned Distribution in the Post-epidemic Era
The research aims to investigate how to promote the rapid adoption of unmanned logistics in the future through community design. The trend of...
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C-VoNNI: a precise fingerprint construction for indoor positioning systems using natural neighbor methods with clustering-based Voronoi diagrams
Indoor positioning is crucial for everyday life, and received signal strength-based fingerprint localization is the most effective method. However,...
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A sequence recommendation method based on external reinforcement and position separation
Sequential Recommendation systems play a crucial role in predicting users’ preferences based on their behavioral history. However, the existing...
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A modified inertial three-term conjugate gradient projection method for constrained nonlinear equations with applications in compressed sensing
In this paper, based on the three-term conjugate gradient projection method and the inertial technique, we propose a modified inertial three-term...
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Ensemble of temporal Transformers for financial time series
The accuracy of price forecasts is important for financial market trading strategies and portfolio management. Compared to traditional models such as...
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Locating the Closest Singularity in a Polynomial Homotopy
A polynomial homotopy is a family of polynomial systems, where the systems in the family depend on one parameter. If for one value of the parameter...
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On the Capacity of Families of Characteristic Functions That Ensure Diagnostic Problems Are Solved Correctly
AbstractThe capabilities and tools for quality evaluation of the results of intelligent data analysis (IDA) in problems of a diagnostic type are...
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To what extent do SMEs contribute to Europe’s patent stock? A methodological outline for creating a Europe-wide SME technology indicator
In this paper, we outline a methodology to assess the contribution of SMEs in corporate patenting for an extended set of European countries. The...
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On automatic bias reduction for extreme expectile estimation
Expectiles induce a law-invariant risk measure that has recently gained popularity in actuarial and financial risk management applications. Unlike...
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Abstract: Advancing Large-scale Deformable 3D Registration with Differentiable Volumetric Rasterisation of Point Clouds
3D point clouds are an efficient and privacy-preserving representation of medical scans highly suitable for complex segmentation and registration...
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Combined Methods for Forecasting Scientific Achievements
The possibility of combining gap analysis of knowledge, map**, and extrapolation to predict new scientific directions is considered. It is shown...
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Deep 3D semantic scene extrapolation
Scene extrapolation is a challenging variant of the scene completion problem, which pertains to predicting the missing part(s) of a scene. While the...
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A fast and high-order IMEX method for non-linear time-space-fractional reaction-diffusion equations
An efficient and high-order numerical method is presented for solving a time-space-fractional reaction-diffusion equation. Matrix transfer technique...
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P-Sphere Hull: An Explicit Domain Model for Trusted AI
AI has an extrapolation problem: standard pipelines do not recognize when a new input is out of domain (OOD) with respect to the training data. In...
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Cloud Prediction Based on the Combination of Optical Flow and Deep Learning
Satellite-to-ground laser communication has a problem of being susceptible to specific atmospheric environments, which will attenuate the laser...
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Zone-Based Verification of Timed Automata: Extrapolations, Simulations and What Next?
Timed automata have been introduced by Rajeev Alur and David Dill in the early 90’s. In the last decades, timed automata have become the de facto...
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Case-Based Cleaning of Text Images
Old documents suffer from the passage of time: the paper is becoming more yellow, the ink is fading and the handling of these documents can still...
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Stability Properties of Repeated Richardson Extrapolation Applied Together with Some Implicit Runge-Kutta Methods
Repeated Richardson Extrapolation can successfully be used in the efforts to improve the efficiency of the numerical treatment of systems of ordinary...
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Solving a Singularly Perturbed Elliptic Problem by a Cascadic Multigrid Algorithm with Richardson Extrapolation
A two-dimensional linear elliptic equation with regular boundary layers is considered in the unit square. It is solved by using an upwind difference...