| Edizione | [1st ed. 2022.] |
| Pubbl/distr/stampa |
Cham : , : Springer International Publishing : , : Imprint : Springer, , 2022
|
| Descrizione fisica |
1 online resource (571 pages)
|
| Disciplina |
004.0151
|
| Collana |
Lecture Notes in Networks and Systems
|
| Soggetto topico |
Engineering - Data processing
Engineering mathematics
Data Engineering
Mathematical and Computational Engineering Applications
Engineering Mathematics
|
| ISBN |
3-030-97020-5
|
| Formato |
Materiale a stampa  |
| Livello bibliografico |
Monografia |
| Lingua di pubblicazione |
eng
|
| Nota di contenuto |
Intro -- Preface -- Contents -- Comparison of Approaches to the Circuits Design for DWT with CDF 9/7 Wavelet -- 1 Introduction -- 2 Materials and Methods -- 2.1 Theoretical Analysis of Generations Discrete Wavelet Transform -- 2.2 Comparison of Direct Implementations and Lifting Scheme Using the Unit-Gate Model -- 3 Results and Discussion -- 4 Conclusion -- References -- Hamming Neural Network in Discrete Form -- 1 Introduction -- 2 Background on Hamming Neural Network -- 3 Hamming Neural Network in Discrete Form -- 4 Conclusion -- References -- Improving Extreme Search with Natural Gradient Descent Using Dirichlet Distribution -- 1 Introduction -- 2 Preliminaries -- 2.1 Gradient Descent with Step-Size Adaptation -- 2.2 Adam Algorithm -- 2.3 Natural Gradient Descent and KL-divergence -- 3 Natural Gradient Descent with Dirichlet Distribution -- 4 Experimental Results -- 5 Discussion -- References -- CRTf-Based Reverse Converter for RNS with Low-Cost Modules {2n,2n-1,2n+1-1} -- 1 Introduction -- 2 Preliminaries -- 2.1 Background on Residue Number System -- 2.2 RNS to BNS Conversion Using CRTf -- 2.3 A Measure of RNS Balance with 3 Modules -- 3 CRTf Method for RNS with Balanced Modules {2n,2n-1,2n+1-1} -- 4 Reverse Converter for RNS with a Set of Modules {2n,2n-1,2n+1-1} -- 5 Hardware Modeling of Reverse Converter for RNS {2n,2n-1,2n+1-1} -- 6 Conclusions -- References -- Neural Network Classification of Dermatoscopic Images of Pigmented Skin Lesions -- 1 Introduction -- 2 Classification System Proposed for Dermatoscopic Images -- 3 Modeling of Dermatoscopic Images Processing -- 4 Conclusion -- References -- Decentralized Role-Based Secure Management in Wireless Sensor Networks -- 1 Introduction -- 2 Materials and Methods -- 3 Results -- 4 Discussion and Conclusion -- References.
Numerical Study of Longitudinal-Transverse Vibrations of Objects with a Moving Boundary -- 1 Introduction -- 2 Formulation of the problem -- 3 Description of the Numerical Method -- 4 Longitudinal-Transverse Vibrations of a String Taking into Account Geometric Nonlinearity -- 5 Conclusion -- References -- On the Algorithmic Complexity of Digital Image Processing Filters with Winograd Calculations -- 1 Introduction -- 2 Organization of Computations in Digital Image Processing Filters by the Winograd Method -- 3 Analysis of Algorithmic Complexity of Digital Image Processing Filters -- 4 Conclusions -- References -- Non-classical Methods of Determination Critical Forces of Compressed Rods -- 1 Introduction -- 2 Constant Cross-section Bar -- 2.1 Bar of Variable Cross-section -- 3 Conclusions -- References -- Numerical Simulation of the Control System of the Propulsion-Steering System of Tele-Controlled Uninhabited Vehicles -- 1 Introduction -- 2 Materials and Methods -- 3 Results -- 4 Discussion -- 5 Conclusion -- References -- Numerical Method for Correcting Command Signals for Combined Control of a Multiengined Complex -- 1 Introduction -- 2 Materials and Methods -- 3 Results -- 4 Discussion -- 5 Conclusion -- References -- Hardware Implementation of the Kalman Filter for Video Signal Processing -- 1 Introduction -- 2 Materials and Methods -- 2.1 Theoretical Analysis of Kalman Filter -- 3 Results and Discussion -- 4 Conclusion -- References -- Solving the Euler Problem for a Flexible Support Rod Base on the Finite Difference Method -- 1 Introduction -- 2 Mathematical Model -- 3 Constant Cross-Section Rod -- 4 Variable Cross-Section Rod -- 5 Conclusions -- References -- Multiscale Model Reduction for the Poroelasticity Problems Using Embedded Fracture Model -- 1 Introduction -- 2 Mathematical Model and Fine Grid Approximation.
3 Coarse Grid Approximation Using GMsFEM -- 4 Numerical Results -- 4.1 Two-Dimensional Problems -- 4.2 Three-Dimensional Problems -- 5 Conclusion -- References -- Error Correction Method in Modular Redundant Codes -- 1 Introduction -- 2 Materials and Methods -- 2.1 Modular Redundancy Codes -- 2.2 Corrective Abilities of RNS -- 2.3 Development of a Method for Error Correction in Modular Redundancy Code -- 2.4 Error Correction with One Control Base -- 2.5 Correction of Errors with Two Control Bases -- 3 Results -- 4 Discussion -- 5 Conclusion -- References -- Comparative Analysis of the Mathematical Literacy Level in First-Year Students of the North-Caucasus Federal University, Based on the International PISA Studies -- 1 Introduction -- 2 Materials and Methods -- 3 Results -- 4 Discussion and Conclusion -- References -- Implementation of the Learning Procedure with Equalized Errors on the Receiving Side of the Information Transmission System -- 1 Introduction -- 2 Materials and Methods -- 3 Results -- 4 Conclusion -- References -- A Feature Fusion Based Deep Learning Model for Deepfake Video Detection -- 1 Introduction -- 2 Proposed Model -- 2.1 Generation of Cropped Faces from Video Frames -- 2.2 Deep Feature Fusion Based Classification -- 3 Results and Discussion -- 3.1 Dataset Preparation -- 3.2 Experimental Setups -- 3.3 Experimental Results -- 3.4 Comparison with Past Methods -- 4 Conclusion -- References -- Search for an Object with a Recognition Error by a Desktop Grid -- 1 Introduction -- 2 The Mathematical Model -- 3 Solution of the Optimisation Problem -- 4 Numerical Experiments -- 5 Conclusion -- References -- Numerical Methods for Solving the Robin Boundary Value Problem for a Generalized Diffusion Equation with a Non-smooth Solution -- 1 Introduction.
2 Approximation of the Generalized Caputo Derivative by L1 Formula and a Difference Scheme -- 2.1 Derivation of Formula -- 2.2 Difference Scheme -- 3 Stability and Convergence -- 4 Numerical Results -- 5 Conclusion -- References -- Asymptotic of Calculation of Hydro-Mechanical Fields of a Marine Mobile Object by the Finite Volume Method -- 1 Introduction -- 2 Materials and Methods -- 2.1 A Subsection Sample -- 2.2 Calculations on Bernstein Polygonal Grids -- 3 Results -- 4 Discussion and Conclusion -- References -- A Deep Feature Selection Method for Tumor Classification in Breast Ultrasound Images -- 1 Introduction -- 2 Materials and Methods -- 2.1 Dataset Description -- 2.2 Spearman Rank Correlation Coefficient -- 2.3 Methodology -- 3 Experimental Results -- 3.1 Performance Metrics -- 3.2 Results -- 4 Result Analysis and Discussion -- 5 Conclusion -- References -- Reference Points Based RNS Reverse Conversion for General Moduli Sets -- 1 Introduction -- 2 Materials and Methods -- 2.1 Pure Look-up-Table Implementation -- 2.2 Reference Points Implementation -- 2.3 Hierarchical Reference Points Implementation -- 3 Results -- 4 Conclusion -- References -- Group Method of Data Separation in Wireless Sensor Networks -- 1 Introduction -- 2 Materials and Methods -- 3 Results -- 4 Conclusion -- References -- Data Processing in Problem-Solving of Energy System Vulnerability Based on In-memory Data Grid -- 1 Introduction -- 2 Materials and Methods -- 2.1 Data Processing Scenarios -- 2.2 Apache Ignite -- 2.3 Workflow-Based Scientific Application for Solving the Problem of Energy System Vulnerability -- 3 Experimental Analysis -- 3.1 Computing Environment -- 3.2 Analysis of Computation Scaling -- 3.3 SQL Queries Processing -- 4 Discussion and Conclusions -- References -- Wind Speed Recovering from Lidar Sensing Data by Solving of Inverse Problem.
1 Introduction -- 2 Materials and Methods -- 3 Results -- 4 Discussion and Conclusion -- References -- A Simulation Device Model for Managing Access to Confidential Information Stored in a Cloud -- 1 Introduction -- 2 Materials and Methods -- 3 Results -- 4 Discussion -- 5 Conclusion -- References -- Implementation of an Integro-Differential Model of a Singularly Loaded Rod by the Finite Element Method -- 1 Introduction -- 2 Materials and Methods -- 2.1 A Subsection Sample -- 3 Results. -- 4 Conclusion -- References -- Experience and Prospects of Implementing a Model of Mathematics Distance Learning in North-Caucasus Federal University Training e-Environment -- 1 Introduction -- 2 Materials and Methods -- 2.1 A Review of the Development and Introduction Stages for the Modified Distance Learning Model -- 2.2 Analysis of the Modified Learning Model Implementation and the Course Content Specifics -- 2.3 Positive Aspects of Using the Available Content When Switching to Distance Learning -- 3 Results -- 4 Discussion -- 5 Conclusion -- References -- On Numerical Modeling of the Young's Experiment with Two Sources of Single-Photon Spherical Coordinate Wave Functions -- 1 Introduction -- 2 Photon Wave Function in Coordinate Representation -- 3 Two-Photon Interference of "Spherical Waves" from Two Point Sources in the Scheme of the Young Experiment -- 4 Conclusion -- References -- Employing the TIMSS International Study Tools to Evaluate Mathematical Competencies in Future Teachers of Mathematics -- 1 Introduction -- 2 Materials and Methods -- 3 Results -- 4 Discussion and Conclusion -- References -- Elements of Fuzzy Logic in Solving Clustering Problems -- 1 Introduction -- 2 Materials and Methods -- 3 Results -- 4 Discussion -- 5 Conclusion -- References.
Difference Methods of Solving Non-local Boundary Value Problems for a Loaded Generalized Diffusion Equation with Bessel Operator.
|
| Record Nr. | UNINA-9910564691603321 |
Info
High performance computing : 7th Latin American conference, CARLA 2020, Cuenca, Educador, September 2-4, 2020, revised selected papers / / Sergio Nesmachnow, Harold Castro, Andrei Tchernykh (editors)