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Machine Learning and Mechanics Based Soft Computing Applications

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Cover of 'Machine Learning and Mechanics Based Soft Computing Applications'

Table of Contents

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    Book Overview
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    Chapter 2 Threshold Text Classification with Kullback–Leibler Divergence Approach
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    Chapter 3 Cellular Automata-Based Simulation Model for Water Quality Management of Pangasius Ponds
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    Chapter 5 Heuristic Methods Solving Markowitz Mean-Variance Portfolio Optimization Problem
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    Chapter 6 Context-Based and Collaboration-Based Product Recommendation Approaches for a Clothes Online Sale System
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    Chapter 7 A Cost-Effective Control System of the Biogas-Based Electrical Generator
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    Chapter 8 Parallel, Distributed Model Checking of Composite Web Services with Integrated Choreography and Orchestration
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    Chapter 9 An Application of Logistic Regression Model in the Student’s Academic Performance at HUST, Vietnam
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    Chapter 10 Soft Robotics-Fingered Hand Based on Working Principle of Asymmetric Soft Actuator
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    Chapter 11 Control Design for 400 Hz Ground Power Unit
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    Chapter 12 Rapid Design of Square-Spiral Metamaterial for Enhanced Wireless Power Transfer Applications Using Artificial Neural Networks
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    Chapter 13 GIS and RS Application for Land Use Status Quo Mapping in 2020 and Land Use Change Assessing in Thu Dau Mot City
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    Chapter 14 Particle Swarm Optimization for Acceleration Tracking Control of an Actuator System
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    Chapter 15 Count the Number of Steel Bars Based on Deep Learning
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    Chapter 16 Hybrid SARIMA—GRU Model Based on STL for Forecasting Water Level in Red River North Vietnam
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    Chapter 17 Activity-Based Learning: An Analysis to Teach Learners Using Online Methodologies
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    Chapter 18 Use of a Fatigue Framework to Adopt a New Normalization Strategy for Deep Learning-Based Augmentation
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    Chapter 19 An Innovative and Smart Agriculture Platform for Improving the Coffee Value Chain and Supply Chain
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    Chapter 20 Complex Shear Imaging Based on Signal Processing and Machine Learning Algorithms
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    Chapter 21 Breast Cancer Detection Based on UWB Dataset and Machine Learning
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    Chapter 22 A Review of Mathematical Methods for Flexible Robot Dynamics Modeling and Simulation
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    Chapter 23 Digital Twins of Robotic Systems: Increasing Capability for Industrial Applications
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    Chapter 24 Optimal Motion for Humanoid Robotic Arms Using Kinect Camera
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    Chapter 25 6G Wireless Communication Systems and Its Applications
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    Chapter 26 Compensation Techniques for Nonlinear Effects Using NG-RoF-DSP: A Review
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    Chapter 27 An IoT Solution Designed for Remote Automatic Control and Supervisor Systems to Key Environmental Factors and Diseases in Coffee Farms in Vietnam
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    Chapter 28 Artificial Intelligence as a Strategic Partner to HRM 4.0
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Title
Machine Learning and Mechanics Based Soft Computing Applications
Published by
Springer Nature Singapore, March 2023
DOI 10.1007/978-981-19-6450-3
ISBNs
978-9-81-196449-7, 978-9-81-196450-3
Editors

Nguyen, Thi Dieu Linh, Lu, Joan

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