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Intelligent Systems Modeling and Simulation II

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Cover of 'Intelligent Systems Modeling and Simulation II'

Table of Contents

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    Book Overview
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    Chapter 1 Introduction
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    Chapter 2 Physics-Constrained Deep Learning for Isothermal CSTR
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    Chapter 3 Heat Transfer Modelling with Physics-Informed Neural Network (PINN)
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    Chapter 4 An Overview on Deep Learning Techniques in Solving Partial Differential Equations
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    Chapter 5 Solving HornSAT Fuzzy Logic Neuro-symbolic Integration
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    Chapter 6 3SAT and Fuzzy-HornSAT in Hopfield Neural Network
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    Chapter 7 Data-Driven Model with Spatio-Temporal RBFNN: Application to Photovoltaic Module Simulation
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    Chapter 8 Machine Learning Optimization in Computational Advertising—A Systematic Literature Review
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    Chapter 9 Data-Driven Macro-economic Model Analysis Using Non-standard Trimean Algorithm
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    Chapter 10 Data-Driven Ordinary Differential Equations Model for Predicting Missing Data and Forecasting Crude Oil Prices
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    Chapter 11 Data Interpolation Using Rational Cubic Ball with Three Parameters
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    Chapter 12 Alpha-Rooting Color Image Enhancement Method for Discrete Fourier Transform and Discrete Quaternion Fourier Transform
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    Chapter 13 New Norm Disease Resilient Air-Conditioning Control Module
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    Chapter 14 Thermal Analysis of VLSI System using Successive Over Relaxation (SOR) Method
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    Chapter 15 Solution of Peak Junction Temperature with Crank-Nicolson and SOR Approach
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    Chapter 16 Using Intelligent Systems in Enterprises and Organizations in Russian Regions
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    Chapter 17 HornSAT Solver Using Agent-Based Modelling in Hopfield Network
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    Chapter 18 New Operational Matrices of Dejdumrong Polynomials to Solve Linear Fredholm-Volterra-Type Functional Integral Equations
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    Chapter 19 Modelling the Covid-19 Pandemic for a Small Population Size
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    Chapter 20 Efficient Iterative Approximation for Nonlinear Porous Medium Equation with Drainage Model
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    Chapter 21 A Bi-variate Relaxed Four-Point Approximating Subdivision Scheme
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    Chapter 22 Application of Bernstein Collocation Solutions for Solving Second Kind Volterra–Fredholm Integral Equations
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    Chapter 23 Mathematical Modelling for COVID-19 Dynamics with Vaccination Class
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    Chapter 24 Numerical Method for the System of Volterra-Fredholm Integral Equations and Its Convergence Analysis
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    Chapter 25 Continuity of Solution Mappings for Parametric Quasi-equilibria
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    Chapter 26 Pitt’s Inequality for Offset Quaternion Linear Canonical Transform
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    Chapter 27 The Study of the Trend of Dengue Cases in Brunei Darussalam
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    Chapter 28 Interacting Wave Phenomena Described by Coupled Beta Time Fractional mKdV Equation in Fluid-Filled Elastic Tube
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    Chapter 29 Influence of Induced Magnetic Over Stagnation Point Ag-MgO/H 2 O Hybrid Nanofluid Flow and Heat Transfer Towards Moving Surface
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    Chapter 30 The Performance of Logistic Regression and Discriminant Analysis in Spam E-mail Classification
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    Chapter 31 Performance of Several Statistical Methods in Forecasting Particulate Matter Concentrations in Pasir Gudang, Johor
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    Chapter 32 Re-examining the Feldstein-Horioka Puzzle in Few Asian Countries: A Nonlinear ARDL Approach
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    Chapter 33 Commodity Price Persistency and Dynamics: A Smooth Transition Regression Approach
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    Chapter 34 Time Series and Statistical Analyses on REIT Stock Prices for Forecasting and Assessing the Impact of COVID-19
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    Chapter 35 A New 7-Point Quaternary Approximating Subdivision Scheme
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    Chapter 36 Assessment of Groundwater Quality Using Multivariate Statistical Techniques
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    Chapter 37 A Novel Three Term Conjugate Gradient Method for Unconstrained Optimization via Shifted Variable Metric Approach with Application
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    Chapter 38 The Full Process in Modeling and Quantitative Methods by Using SPSS
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    Chapter 39 The Evaluation of Marketers on Digital Platforms for Organizations (The Full Steps of Measurement and Each Element’s Function)
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    Chapter 40 Quantitative Methodology: Applied Modeling by Using AMOS (Step-By-Step)
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    Chapter 41 Understanding and Applying STATA in Quantitative Research and in Forecast Trend
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    Chapter 42 Detecting Structural Breaks and Outliers for Volatility Data via Impulse Indicator Saturation
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    Chapter 43 Correction to: HornSAT Solver Using Agent-Based Modelling in Hopfield Network
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Title
Intelligent Systems Modeling and Simulation II
Published by
Springer International Publishing, July 2022
DOI 10.1007/978-3-031-04028-3
ISBNs
978-3-03-104027-6, 978-3-03-104028-3
Editors

Abdul Karim, Samsul Ariffin

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