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Computational Science and Its Applications – ICCSA 2022

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Table of Contents

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    Book Overview
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    Chapter 1 Effects of Noise on Leaky Integrate-and-Fire Neuron Models for Neuromorphic Computing Applications
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    Chapter 2 Network Size Reduction Preserving Optimal Modularity and Clique Partition
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    Chapter 3 Interval Approximation of the Discrete Helmholtz Propagator for the Radio-Wave Propagation Along the Earth’s Surface
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    Chapter 4 On the Solution of Time-Fractional Diffusion Models
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    Chapter 5 Prediction of the Impact of the End of year Festivities on the Local Epidemiology of COVID-19 Using Agent-Based Simulation with Hidden Markov Models
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    Chapter 6 Color-Spanning Problem for Line Segments
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    Chapter 7 A Modified SEIR Model: Stiffness Analysis and Application to the Diffusion of Fake News
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    Chapter 8 Anonymous Trajectory Method for Indoor Users for Privacy Protection
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    Chapter 9 MIAMI: MIxed Data Augmentation MIxture
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    Chapter 10 A Galerkin Approach for Fractional Delay Differential Equations Using Hybrid Chelyshkov Basis Functions
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    Chapter 11 Full Waveform Inversion of the Scattered Component of the Wavefield: Resolution Analysis
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    Chapter 12 Differential Kinematics of a Multisection–Robot
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    Chapter 13 Seismic Inversion After Depth Migration
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    Chapter 14 Dispersion Analysis of Smoothed Particle Hydrodynamics to Study Convergence and Numerical Phenomena at Coarse Resolution
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    Chapter 15 Algorithms for Design of Robust Stabilization Systems
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    Chapter 16 A Fast Discrete Transform for a Class of Simultaneously Diagonalizable Matrices
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    Chapter 17 Enhancing UAV Communication Performance: Analysis Using Interference Based Geometry Stochastic Model and Successive Interference Cancellation
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    Chapter 18 Model Based Migration of Cloud Systems: Review and Roadmap
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    Chapter 19 An Extension of the Babel Protocol to Include Operating Cost: Providing Sustainability in Community Networks
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    Chapter 20 Secure East-West Communication to Approve Service Access Continuity for Mobile Devices in a Distributed SDN
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    Chapter 21 High Performance Software Systolic Array Computing of Multi-channel Convolution on a GPU
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    Chapter 22 Attacks, Detection Mechanisms and Their Limits in Named Data Networking (NDN)
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    Chapter 23 IPAM: An Improved Penalty Aware VM Migration Technique
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    Chapter 24 Reducing Cache Miss Rate Using Thread Oversubscription to Accelerate an MPI-OpenMP-Based 2-D Hopmoc Method
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    Chapter 25 The Adoption of Microservices Architecture as a Natural Consequence of Legacy System Migration at Police Intelligence Department
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    Chapter 26 Eye Centre Localisation with Convolutional Neural Networks in High- and Low-Resolution Images
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    Chapter 27 Torus of Revolution Generated by Curves of Eight
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    Chapter 28 A Novel, Fast and Robust Triangular Mesh Reconstruction from a Wire-Frame 3D Model with Holes for CAD/CAM Systems
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    Chapter 29 A Free Web Service for Fast COVID-19 Classification of Chest X-Ray Images with Artificial Intelligence
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    Chapter 30 Interference Level Estimation for a Blind Source Separation in Document Restoration
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    Chapter 31 A Blind Source Separation Technique for Document Restoration Based on Image Discrete Derivative
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    Chapter 32 Scalable Solution for the Anonymization of Big Data Spatio-Temporal Trajectories
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    Chapter 33 Big Data Software Architectures: An Updated Review
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    Chapter 34 Acoustic Nudging-Based Model for Vocabulary Reformulation in Continuous Yorùbá Speech Recognition
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    Chapter 35 Ontology Quality Evaluation Methodology
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    Chapter 36 Impact of Radio Map Size on Indoor Localization Accuracy
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    Chapter 37 A Deep Learning Model for Mammography Mass Detection Using Mosaic and Reconstructed Multichannel Images
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    Chapter 38 A Stacking Recommender System Based on Contextual Information for Fashion Retails
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    Chapter 39 Monitoring the Cathedral of Milan: An Archive with More Than 50 Years of Measurements
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    Chapter 40 Computerized Adaptive Testing: A Unified Approach Under Markov Decision Process
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    Chapter 41 C-Libras: A Gesture Recognition App for the Brazilian Sign Language
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    Chapter 42 A Deep Learning Approach for Automatic Counting of Bales and Product Boxes in Industrial Production Lines
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    Chapter 43 Voice Gender Recognition Using Acoustic Features, MFCCs and SVM
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    Chapter 44 Exploring Neural Embeddings and Transformers for Isolation of Offensive and Hate Speech in South African Social Media Space
  46. Altmetric Badge
    Chapter 45 Commercialization of Open Software, Knowledge Flow, and Patents
Attention for Chapter 9: MIAMI: MIxed Data Augmentation MIxture
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Chapter title
MIAMI: MIxed Data Augmentation MIxture
Chapter number 9
Book title
Computational Science and Its Applications – ICCSA 2022
Published by
Springer, Cham, January 2022
DOI 10.1007/978-3-031-10522-7_9
Book ISBNs
978-3-03-110521-0, 978-3-03-110522-7
Authors

Fuchs, Robin, Pommeret, Denys, Stocksieker, Samuel

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