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Intelligent systems and networks : selected articles from ICISN 2022, Vietnam / Ngoc Le Anh [and four others] editors.
Format
Book
Language
English
Published/Created
Singapore : Springer, [2022]
©2022
Description
1 online resource (700 pages)
Availability
Available Online
Springer Nature - Springer Intelligent Technologies and Robotics eBooks 2022 English International
Details
Subject(s)
Computational intelligence
[Browse]
Computational intelligence
—
Congresses
[Browse]
Computer networks
[Browse]
Editor
Anh, Ngoc Le
[Browse]
Series
Lecture notes in networks and systems ; 471.
[More in this series]
Bibliographic references
Includes bibliographical references and index.
Source of description
Description based on print version record.
Contents
Intro
Preface
Contents
About the Editors
AIC Algorithm for a Decision to Choose the Convenience Store Chain: Evidence from Vietnam
1 Introduction
2 Literature Review
2.1 Brand (BD)
2.2 Social Influence (SI)
2.3 Quality Perception (QP)
2.4 Price Perception (PP)
2.5 Distribution Density (DD)
2.6 Responsiveness (RE)
2.7 Promotion Perception (PP)
2.8 Choosing Decision (CD)
3 Methodology
4 Results
4.1 AIC Algorithm
4.2 Model Evaluation
5 Conclusions
References
A Simple and Automatic Method to Estimate Lung Volume Based on Thoracic Computed Tomography Images
2 Materials and Methods
2.1 Databases
2.2 Block Diagram
2.3 Extracting and Resampling Original Chest CT Images
2.4 Segmentation of Lung Part
2.5 Measuring Lung Part Volume
3 Results
3.1 Lung Segmentation
3.2 Measuring Lung Volume
4 Discussion
Towards Generating RESTful Full Stack Software: A Module Based Domain Driven Design Approach
2 Background on MOSA Architecture
3 MOSA R : Extending MOSA for RFS Software
4 RFS Generation
4.1 Generating FrontEnd Software
4.2 Generating BackEnd Software
5 Tool Support and Evaluation
6 Related Work
7 Conclusion
Time Series Prediction Based on Consecutive Neighborhood Preserving Properties of Matrix Profile
2 Methodology
3 Experimental Results
4 Conclusion
Fast and Robust Local Texture Information for Fingerprint Segmentation
2 Proposed Method
2.1 Feature Extraction
2.2 Linear Classification
3 Experimental Results and Discussions
Developing Real-time Recognition Algorithms on Jetson Nano Hardware
2 Related Work
3 Developing System
3.1 Training Mode.
3.2 Optimizing Model
3.3 Developing TensorRT
4 Result
5 Conclusion
Numerical Method of Synthesizing the Automatic Electric Drive System Containing Elastically Linked Elements
2 Material and Methods
2.1 Modeling of an Electric Drive System Containing an Elastically Linked Element
2.2 The Basis for Synthesizing the Regulator by the Interpolation Method
3.1 Setup the Simulation Program
3.2 Simulation Results
A Fuzzy Approximation Supported Model-Free Tracking Control Design for Tower Crane Systems
2 System Modeling
3 Adaptive Control System Design
3.1 Sliding Mode Control
3.2 Adaptive Fuzzy Sliding Mode Control
4 Simulation Results
Control Design of Thermoacoustic Generator Systems Using Reinforcement Learning Algorithm
2 Problem Statements
3 Reinforcement Learning Based Control Design for TAGs
4 Simulation Studies
Application of Intrinsic Time-Scale Decomposition to Classify EEG Signals Using Machine Learning and Neural Network Methods
2 Materials and Methods
2.1 WAY-EEG-GAL ch10luciw2014multi
2.2 Feature Extraction
3 Classification Methods
4 Results and Discussions
4.1 Results of Performance Using ITD Features Extraction for Each Classification Algorithms
4.2 General Performance of the Method
Development of Economical and Effective Ultraviolet (UVC) Irradiation Solutions and Equipment for Rapid Decontamination of SARS-CoV-2 on N95 Respirators
2 Effect of UV Light on Sav-CoV 2 Virus
3 Design and Manufacture of Sterilization Chamber
3.1 Integration of Analog Timing Control Technology
3.2 Design of Sav-Cov2 Disinfection System.
4 Evaluation of the Radiation Ability and the Virus Killing
4.1 Experimental Measurement of Sterilization System Radiation Distribution
4.2 Testing the Process of Killing Bacteria on N95 Masks
Sentiment Analysis in Twitter by Resnet-50 and VGG-19
3 The Method
4 Experimental Results
Improvement of Self-supervised Depth and Motion Learning with Vision Transformer
3.1 Self-supervised Depth Estimation Pipeline with Vision Transformer
3.2 Image Warping Process
3.3 Method of Choosing Loss Function Weights
4 Experiments and Discussions
4.1 Depth Evaluation
4.2 Odometry Evaluation
4.3 Evaluation of Loss Weights Choosing Method
4.4 Implementation Details
Application of Event-Triggered Sliding Mode Control of 2-DOF Humanoid's Lower-Limb Powered by Series Elastic Actuator
2.1 Lower-Limb Modelling
2.2 SEA Modelling
3 Controller Design
3.1 Event-Triggered SMC
3.2 Backstepping Process
4 Simulation and Analysis
Blockchain in Enterprise Applications: An Introduction
2 Related work
3 Blockchain Foundation
4 Blockchain-Based Enterprise Application Architecture
4.1 Blockchain Technologies and Their Impact on Business Model
4.2 Blockchain Based Software Architecture
5 Experiment
6 Conclusion
Backstepping Super-Twisting Based Sliding Mode Controller for a Lower Limb Actuator
2 Dynamic Modeling
3.1 Sliding Surface Design
3.2 Stability Analysis
4 Simulation and Discussion
Text Spotting in Vietnamese Documents.
2.1 Text Detection
2.2 Text Recognition
2.3 Text Spotting System
3.1 Preprocessing Module
3.2 Text Detection Module
3.3 Text Recognition Module
3.4 Post Processing Module
4 Experiments and Results
4.1 Dataset
4.2 Implementation Details
4.3 Comparison with Other Approaches
An Advanced IoU Loss Function for Accurate Bounding Box Regression
2 Related Work and AIoU Loss Function
2.1 The Overlap Area
2.2 The Distances
2.3 The Side Length
2.4 The Proposed AIoU Loss Function
3.1 Base Model
4 Conclusions
Occlusion Robust Face Recognition Based on Mask Learning with Attention Mechanism
1 Introduction and Related Works
2 Proposed Approach
2.1 Backbone Module
2.2 Replacement Module
2.3 Switch Module
3.1 Implementation Details
3.2 Performance on LFW Benchmark
3.3 Performance on AR Dataset
A Proposed Business Intelligence Framework for Autonomous and Non-public Higher Education Institutions in Vietnam
2.1 BI Systems
2.2 BI Systems in HEIs
3 Current Status in Vietnam
4 Proposed Framework
4.1 Data Source Layer
4.2 ETL Layer
4.3 Reporting Layer
4.4 Analytical Layer
4.5 Monitoring Layer
Fall Detection Using Omnidirectional Camera
2 Related Works
3.1 Background Subtraction
3.2 Feature Extraction
3.3 Classification
4 Results and Discussions
4.2 Background Subtraction
4.3 Feature Extraction
4.4 Classification
Speed Up Communication for IoT Devices Using Small Form Factor in FPGA Platform.
2 Small Form Factor
3 Install Registers in the Driver to Control the Transmit and Receive Modes in Small Form Factor
4 Communication Standard in Small Form Factor
5 Simulation Results and Discussion
6 Conclusions
The High-Speed Data Transmission System on Fiber Optic Cable for IoT Equipment Using FPGA Platform
2 Clock Synchronization
3 Core Transmission-Method of Transmission
4 Core Receive-Receive Method
6 Simulation Results and Discussion
Design LMI Sliding Mode Control for the Anti-aircraft Gun Speed Control Loop
2 Dynamic Model and Problem Statement
3 LMI Sliding Mode Control Design
4 Simulation, Experiment and Results Assessment
Extraction of Characteristic Breast Dimensions of North Vietnamese Girl-Students Using Random Forest Algorithm
2 Methods
3 Results and Discussion
Vacant Parking Car Detection and Notification by Using Multi-camera System and Deep Learning
3 Materials
4 Proposed Solution
5 Experiments
6 Conclusions and Perspectives
Implementation of Real-Time Human Tracking System Based on Deep Learning Using Kinect Camera
2 Real-Time Human Tracking System
2.1 System Architecture
2.2 Camera Kinect
2.3 YOLOv3 Algorithm
2.4 The Deep SORT Tracking Algorithm
3.1 YOLOv3 Training Model
3.2 Running System and Evaluating Results
An Approach to Evaluate the Reliability of the Face Recognition Process Using Adversarial Samples Generated by Deep Neural Networks
3 Our Proposed System
4 Experiments.
5 Conclusions and Perspectives.
Show 202 more Contents items
ISBN
981-19-3394-4
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