LEADER 01660nam a2200385 i 4500001 99125558950106421 005 20230103094718.0 006 m o d | 007 cr cnu|||||||| 008 230103s2022 si a ob 001 0 eng d 020 981-19-3394-4 035 (MiAaPQ)EBC7046595 035 (Au-PeEL)EBL7046595 035 (CKB)24267884000041 035 (PPN)263899799 035 (EXLCZ)9924267884000041 040 MiAaPQ |beng |erda |epn |cMiAaPQ |dMiAaPQ 050 4 Q342 |b.I584 2022 082 0 006.3 |223 245 00 Intelligent systems and networks : |bselected articles from ICISN 2022, Vietnam / |cNgoc Le Anh [and four others] editors. 264 1 Singapore : |bSpringer, |c[2022] 264 4 |c©2022 300 1 online resource (700 pages) 336 text |btxt |2rdacontent 337 computer |bc |2rdamedia 338 online resource |bcr |2rdacarrier 490 1 Lecture notes in networks and systems ; |v471 505 0 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 -- 1 Introduction -- 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 -- References -- Towards Generating RESTful Full Stack Software: A Module Based Domain Driven Design Approach -- 1 Introduction -- 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 -- References -- Time Series Prediction Based on Consecutive Neighborhood Preserving Properties of Matrix Profile -- 1 Introduction -- 2 Methodology -- 3 Experimental Results -- 4 Conclusion -- References -- Fast and Robust Local Texture Information for Fingerprint Segmentation -- 1 Introduction -- 2 Proposed Method -- 2.1 Feature Extraction -- 2.2 Linear Classification -- 3 Experimental Results and Discussions -- 4 Conclusion -- References -- Developing Real-time Recognition Algorithms on Jetson Nano Hardware -- 1 Introduction -- 2 Related Work -- 3 Developing System -- 3.1 Training Mode. 505 8 3.2 Optimizing Model -- 3.3 Developing TensorRT -- 4 Result -- 5 Conclusion -- References -- Numerical Method of Synthesizing the Automatic Electric Drive System Containing Elastically Linked Elements -- 1 Introduction -- 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 Results -- 3.1 Setup the Simulation Program -- 3.2 Simulation Results -- 4 Conclusion -- References -- A Fuzzy Approximation Supported Model-Free Tracking Control Design for Tower Crane Systems -- 1 Introduction -- 2 System Modeling -- 3 Adaptive Control System Design -- 3.1 Sliding Mode Control -- 3.2 Adaptive Fuzzy Sliding Mode Control -- 4 Simulation Results -- 5 Conclusion -- References -- Control Design of Thermoacoustic Generator Systems Using Reinforcement Learning Algorithm -- 1 Introduction -- 2 Problem Statements -- 3 Reinforcement Learning Based Control Design for TAGs -- 4 Simulation Studies -- 5 Conclusion -- References -- Application of Intrinsic Time-Scale Decomposition to Classify EEG Signals Using Machine Learning and Neural Network Methods -- 1 Introduction -- 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 -- 5 Conclusion -- References -- Development of Economical and Effective Ultraviolet (UVC) Irradiation Solutions and Equipment for Rapid Decontamination of SARS-CoV-2 on N95 Respirators -- 1 Introduction -- 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. 505 8 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 -- 5 Conclusion -- References -- Sentiment Analysis in Twitter by Resnet-50 and VGG-19 -- 1 Introduction -- 2 Related Work -- 3 The Method -- 4 Experimental Results -- 5 Conclusion -- References -- Improvement of Self-supervised Depth and Motion Learning with Vision Transformer -- 1 Introduction -- 2 Related Work -- 3 Methodology -- 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 -- 5 Conclusions -- References -- Application of Event-Triggered Sliding Mode Control of 2-DOF Humanoid's Lower-Limb Powered by Series Elastic Actuator -- 1 Introduction -- 2 System Modeling -- 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 -- 5 Conclusion -- References -- Blockchain in Enterprise Applications: An Introduction -- 1 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 -- References -- Backstepping Super-Twisting Based Sliding Mode Controller for a Lower Limb Actuator -- 1 Introduction -- 2 Dynamic Modeling -- 3 Controller Design -- 3.1 Sliding Surface Design -- 3.2 Stability Analysis -- 4 Simulation and Discussion -- 5 Conclusion -- References -- Text Spotting in Vietnamese Documents. 505 8 1 Introduction -- 2 Related Work -- 2.1 Text Detection -- 2.2 Text Recognition -- 2.3 Text Spotting System -- 3 Methodology -- 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 -- 5 Conclusion -- References -- An Advanced IoU Loss Function for Accurate Bounding Box Regression -- 1 Introduction -- 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 Experimental Results -- 3.1 Base Model -- 4 Conclusions -- References -- 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 Experimental Results -- 3.1 Implementation Details -- 3.2 Performance on LFW Benchmark -- 3.3 Performance on AR Dataset -- 4 Conclusion -- References -- A Proposed Business Intelligence Framework for Autonomous and Non-public Higher Education Institutions in Vietnam -- 1 Introduction -- 2 Literature Review -- 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 -- 5 Conclusion -- References -- Fall Detection Using Omnidirectional Camera -- 1 Introduction -- 2 Related Works -- 3 Methodology -- 3.1 Background Subtraction -- 3.2 Feature Extraction -- 3.3 Classification -- 4 Results and Discussions -- 4.1 Dataset -- 4.2 Background Subtraction -- 4.3 Feature Extraction -- 4.4 Classification -- 5 Conclusions -- References -- Speed Up Communication for IoT Devices Using Small Form Factor in FPGA Platform. 505 8 1 Introduction -- 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 -- References -- The High-Speed Data Transmission System on Fiber Optic Cable for IoT Equipment Using FPGA Platform -- 1 Introduction -- 2 Clock Synchronization -- 3 Core Transmission-Method of Transmission -- 4 Core Receive-Receive Method -- 5 Simulation Results and Discussion -- 6 Simulation Results and Discussion -- References -- Design LMI Sliding Mode Control for the Anti-aircraft Gun Speed Control Loop -- 1 Introduction -- 2 Dynamic Model and Problem Statement -- 3 LMI Sliding Mode Control Design -- 4 Simulation, Experiment and Results Assessment -- 5 Conclusions -- References -- Extraction of Characteristic Breast Dimensions of North Vietnamese Girl-Students Using Random Forest Algorithm -- 1 Introduction -- 2 Methods -- 3 Results and Discussion -- 4 Conclusions -- References -- Vacant Parking Car Detection and Notification by Using Multi-camera System and Deep Learning -- 1 Introduction -- 2 Related Works -- 3 Materials -- 4 Proposed Solution -- 5 Experiments -- 6 Conclusions and Perspectives -- References -- Implementation of Real-Time Human Tracking System Based on Deep Learning Using Kinect Camera -- 1 Introduction -- 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 Experimental Results -- 3.1 YOLOv3 Training Model -- 3.2 Running System and Evaluating Results -- 4 Conclusion -- References -- An Approach to Evaluate the Reliability of the Face Recognition Process Using Adversarial Samples Generated by Deep Neural Networks -- 1 Introduction -- 2 Related Works -- 3 Our Proposed System -- 4 Experiments. 505 8 5 Conclusions and Perspectives. 588 Description based on print version record. 504 Includes bibliographical references and index. 650 0 Computational intelligence. 650 0 Computational intelligence |vCongresses. 650 0 Computer networks. 776 08 |iPrint version:Anh, Ngoc Le |tIntelligent Systems and Networks |dSingapore : Springer,c2022 |z9789811933936 700 1 Anh, Ngoc Le, |eeditor. 830 0 Lecture notes in networks and systems ; |v471. 906 BOOK