Advances in Computer Science for Engineering and Education III

Name: Advances in Computer Science for Engineering and Education III
Brand: Springer
Price: 213.99 EUR
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Zhengbing Hu Sergey Petoukhov Ivan Dychka Matthew He(Herausgeber*in)

Springer (Verlag)

Erschienen am 5. August 2020

X, 683 Seiten

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Inhalt

Intro
Contents
I Computer Science for Manage of Natural and Engineering Processes
Interaction of Group of Bridge Piers on Scour
Abstract
1 Introduction
2 Experimental Setup, Methodology and Measurement Program
3 Measurement Results
4 Conclusions
References
Mathematical Modeling Dynamics of the Process Dehydration and Granulation in the Fluidized Bed
Abstract
1 Introduction
2 Review of Mathematical Models of Processes of Dehydration and Granulation in the Fluidised Bed
2.1 Classification of Mathematical Models by the Types of Interfacial Interactions
2.2 Mathematical Model of Fluidized Bed Apparatus with the Use of Stochastic and Chaotic Hydrodynamics
2.3 Hydrodynamic Models of Fluidized Bed Apparatus and Their Classification
3 The Two-Phase Model of Euler-Euler
4 Experiment
5 Conclusions
References
Optimal Control of Point Source Intensity in a Porous Medium
Abstract
1 Introduction
2 Literature Review
3 Mathematical Model
4 Correctness
5 Algorithm
6 Results
7 Discussion
8 Conclusion
References
Integrated Water Management and Environmental Rehabilitation of River Basins Using a System of Non-linear Criteria
Abstract
1 Introduction
2 Management Criteria
3 Balance Models of Water and Pollutants
4 Pulse Method in a Combined Control System
5 Management Modeling and Analysis Results
6 Discussion
7 Conclusions
References
Research on Logistics Center Location-Allocation Problem Based on Two-Stage K-Means Algorithms
Abstract
1 Introduction
2 Literature Review
3 Location-Allocation Model of Logistics Center with Time Constraint
4 Two-Stage Solution Based on K-Means Clustering Algorithm
4.1 Location-Allocation Without Considering Timeliness
4.2 Location Optimization Considering Timeliness
5 Example Analyses
5.1 Location Allocation of Regional Logistics Center Without Considering Timeliness
5.2 Location Optimization Considering Timeliness
6 Conclusions
Acknowledgment
References
Mathematical Modeling of Dynamic Heat-Mass Exchange Processes for a Spray-Type Humidifier
Abstract
1 Introduction
2 Using Dynamical Models
3 Dynamical Model for a Spray-Type Humidifier
4 Simulation of the Dynamic Mode for the Spray-Type Humidifier Chamber
5 Conclusions
References
Packing Optimization Problems and Their Application in 3D Printing
Abstract
1 Introduction
2 Literature Review
3 Problem Statement
4 Mathematical Model and Solution Method
5 Computation Experiments
6 Conclusions
References
Development of Low-Cost Internet-of-Things (IoT) Networks for Field Air and Soil Monitoring Within the Irrigation Control System
Abstract
1 Introduction
2 Materials and Methods
2.1 The Sensors
2.2 The Microcontrollers
2.3 Wireless Sensor Networks and Base Stations (BS)
2.4 Software
3 Research Results
3.1 An Ensemble of Sensors at the Point of Field Monitoring
3.2 Wireless Monitoring Data Transmission and a Base Station Development
3.3 Separated Monitoring Point (SMP)
3.4 Low-Cost Internet-of-Things (IoT) Network Practical Test
4 Research Perspectives and Discussion
5 Conclusions
References
Evaluation Research on Technology Innovation Efficiency of High-End Equipment Manufacturing Based on DEA Malmquist Index Method-Taking Guangdong Province as an Example
Abstract
1 Introduction
2 Methods
3 Empirical Analysis
3.1 Construction of Index System
3.2 Sample Selection and Data Source
3.3 Dynamic Analysis of Technology Formation Stage
3.4 Dynamic Analysis of Technology Application Stage
4 Conclusions
Acknowledgement
References
Investigation of Load-Balancing Fast ReRouting Model with Providing Fair Priority-Based Traffic Policing
Abstract
1 Introduction
2 Analysis of Existing Solutions on Fast ReRouting in Networks
3 Load-Balancing Fast ReRouting Model with Providing Fair Priority-Based Traffic Policing
4 Results of Investigating the Proposed Solution of Fast Rerouting with Load-Balancing and Fair Priority-Based Traffic Policing
5 Conclusions
References
Tensor Multiflow Routing Model to Ensure the Guaranteed Quality of Service Based on Load Balancing in Network
Abstract
1 Introduction
2 Work Analysis Related to Traffic Engineering
3 Tensor Multiflow Routing Model
4 End-to-End QoS Constraints Formulation
5 Numerical Research
6 Discussion of Results and Their Applicability for Load Balancing with Guaranteed QoS
7 Conclusion
References
The Method of Correction Functions in Problems of Optimization of Corroding Structures
Abstract
1 Introduction
2 Literature Review
3 Problem Statement
4 The Method of Correction Functions
5 Results and Discussion
6 Conclusions
References
Improving the Reliability of Simulating the Operation of an Induction Motor in Solving the Technical and Economic Problem
Abstract
1 Introduction
2 Literature Review and Problem Statement
3 Power and Economic Model of Electric Equipment
4 Discussion and Results
References
Research and Application of Storage Location Optimization in Warehousing Center of TPL Enterprises
Abstract
1 Introduction
2 Literature Review
3 Methodology and Proposed Criteria
3.1 Ensuring Safe Selection of Commodities
3.2 Convenient Storage and Delivery Principles
3.3 Striving to Save the Choice of Warehouse Capacity
4 Numerical Experiments
4.1 Current Situation Analysis of Warehousing Center of Company B
4.2 Solution to the Problem of Storage Position Management
4.3 Research on the Optimization Method of Storage Location in Company B
4.4 Optimization Analysis of Storage Location
5 Management Insights and Main Conclusion
Acknowledgment
References
Long-Term Operational Planning of a Small-Series Production Under Uncertainty (Theory and Practice)
Abstract
1 Introduction
2 General Theoretical Provisions
3 Operational Plan Building for Small-Series Production in a Deterministic Formulation
4 Finding a Compromise Operational Plan Under Uncertainty
5 Discussion of the Results
References
Estimation of Hurst Parameter for Self-similar Traffic
Abstract
1 Introduction
2 Evaluation of the Hurst Index
3 Confidence Intervals
4 Constructing a Confidence Intervals
5 Conclusions
References
Subduction in the Earth's Lithosphere, Modeled as a Compressed Flow of Cubes Using the Discrete Element Method
Abstract
1 Introduction
2 Numerical Experiments with Cubes Massif in Limited Conditions Under External Load and Algorithm for DEM
2.1 Theory
2.2 Verification
2.3 Simulation
3 Concluding Remarks
References
The Spatial Characteristics of High-Speed Railway Noise Emission at Different Speeds
Abstract
1 Instruction
2 Background and Purpose of Monitoring
2.1 Monitoring Plan and Methods
2.2 Monitoring Purposes
3 Results and Discussion
3.1 The Relationship Between the Characteristics of High-Speed Railway Running Speed and Noise Emission
3.2 Noise Emission from High-Speed Railway Operation Affects the Life of Surrounding Cities
4 Summary and Conclusion
Acknowledgment
References
Research of Dynamic Stress on Assembly Process of Interference Fit Between Axle and Hole of Planetary Gear
Abstract
1 Introduction
2 Structure and Working Principle of Planetary Reducer
3 Calculation of Contact Surface Stress of Interference Fit
3.1 Stress on Contact Surface of Interference Fit
3.2 Pressing Force in the Assembly Process
4 Simulation Analysis
4.1 Establishment of Experimental Model of Planetary Gear Reducer
4.2 Simulation and Analysis of Result Based on ABAQUS
4.2.1 Simulation and Analysis of Result Based on ABAQUS
4.2.2 Simulation and Analysis of Result of Different Friction Coefficient Based on ABAQUS
5 Conclusion
Acknowledgements
References
MECE Guided Systematic Analysis and Fussy Assessment of Major Sports Event Broadcasting Center Service Quality-Take the 7th Military World Games as an Example
Abstract
1 Instruction
2 The Role of the Event Broadcasting Center for the Military Games
2.1 Simulation System and Estimation Indexes
2.2 Broadcast Characteristics of Military Games
2.3 Requirements for the Construction of Wuhan Military Games Event Broadcasting Center
3 MECE Analysis of the Function of the Event Broadcasting Center
3.1 Connotation of MECE Principle
3.2 Application of MECE Principle
4 Comprehensive Evaluation of the Service Quality of the Broadcasting Center of the Military Games
4.1 Establish Factor Set
4.2 Establishment of Evaluation Set
4.3 Building the Weight Set
4.4 Single Factor Fuzzy Evaluation
4.5 Fuzzy Comprehensive Evaluation of the Service Quality of the Event Broadcasting Center
4.6 Comprehensive Evaluation of Service Quality of WH-MWG Broadcasting Center
5 Conclusion
Acknowledgment
References
Vehicles' Joint Motion Model Based on Dynamic Soft Rough Set
Abstract
1 Introduction
2 Safe Path Planning Problem
2.1 Safe Motion Conditions Assessment
2.2 Rough Safe Motion Conditions Assessment
2.3 The Proposed Approach
2.4 Requirements to the Spatial Model
3 Spatial Model of Confined Space
4 Estimation of Safety Motion Conditions
5 Topological Model
5.1 Basic Topological Model
5.2 Defining a Soft Set of Cells
5.3 Defining Rough Elements of the Soft Set
5.4 Building the Soft Rough Topological Model
6 Results and Discussion
7 Conclusions
References
Resonance and Rational Numbers Distribution: An Universal Algorithm of Discrete States Occurrence in the Spectra of Various Nature Systems
Abstract
1 Introduction
2 The Rational Numbers Distribution
3 The Irrational Numbers Distribution
4 Rational and Irrational Fractals as an System
5 Results and Discussion
6 Conclusions
References
I Perfection of Computer Algorithms and Methods
On Unsupervised Categorization in Deep Autoencoder Models
Abstract
1 Introduction
1.1 Unsupervised Representations
2 Methods
2.1 Model and Data
2.2 Training and Classification
2.3 Measurement and Visualization
3 Results
3.1 Unsupervised Categorization
3.2 Early Learning
3.3 Summary
4 Conclusion
References
Performance of Vectorized GPU-Algorithm for Computing {{\varvec \uppsi}} -Caputo Derivative Values
Abstract
1 Introduction
2 Literature Review
3 Problem Statement and Finite-Difference Scheme
4 Scheme for Computing {{\varvec \uppsi}} -Caputo Fractional Derivative Values
5 Parallel Implementation
6 Numerical Experiments
7 Conclusions
References
On Calculation by the Linearization Method of Mixed Parametric and Self-oscillations at Delay
Abstract
1 Introduction
2 Equation of Motion
3 Solutions of Equations
4 Stability of Stationary Oscillations
5 Calculations
6 Discussion and Conclusion
References
Adaptive Strategies in the Multi-agent "Predator-Prey" Models
Abstract
1 Introduction
2 Formulation of a Game Task
3 Method of Solving the Problem
4 Computer Simulation Results
5 Conclusion
References
Modernization of the Second Normal Form and Boyce-Codd Normal Form for Relational Theory
Abstract
1 Introduction
2 Problem Statement
3 Normalization in the Design Process of Relational Databases
4 Literature Review in the Research Field
5 Experiment and Results
6 Conclusions
References
Abnormal Interference Recognition Based on Rolling Prediction Average Algorithm
Abstract
1 Introduction
2 Background
3 Method
3.1 Fine-Tuning ImageNet Pre-trained ResNet50 Network
3.2 Rolling Prediction Averaging Algorithm
4 Experimental Results and Analysis
5 Conclusions
References
Modified Generators of Poisson Pulse Sequences Based on Linear Feedback Shift Registers
Abstract
1 Introduction
2 Related Works
3 The Structure of GPPS Based on LFSR, the Methodology of Output Pulse Sequence Quality Evaluating
4 The GPPS Structure Based on LFSR with Improved Features
5 Conclusions
References
The Improvement of Digital Signature Algorithm Based on Elliptic Curve Cryptography
Abstract
1 Introduction
2 Related Work
3 Proposed Electronic Digital Signature Scheme with Message Recovery
3.1 Formation of the Signature
3.2 Verification of the Signature
4 Results
5 Conclusion
References
Method Simultaneous Using GAN and RNN for Generating Web Page Program Code from Input Image
Abstract
1 Introduction
1.1 Neural Networks for Encode an Input Image
1.2 Research Data
1.3 Objective
2 Related Works
3 Method of Generating Web Page Program Code from Input Image Using GAN, RNN and DSL
4 Results
4.1 Graphical User Interface and Features of Developed Software
4.2 Quality Estimation of Generated Code
5 Conclusions
References
Method for Synthesis Scalable Fault-Tolerant Multi-level Topological Organizations Based on Excess Code
Abstract
1 Introduction and Related Work
2 Parameters of Directly Connected Networks
3 Topology Synthesis Methods for Fault-Tolerance Routing
4 Proposed Method for Synthesizing Topologies Based on Excess Code
4.1 Excess Code 01T and Its Use
4.2 The Essence and Advantages of the Proposed Method
5 Multilevel Routing with Bypassing Failures
6 Results and Discussions
7 Conclusions
References
Spatial Transformer Steerable Nets for Rotation and Flip Invariant Classification
Abstract
1 Introduction
2 Related Work
3 Properties of Steerable Feature Types
4 Proposed Architecture
5 Experiments
6 Conclusion
Acknowledgements
References
Hardware/Software Co-design for XML-Document Processing
Abstract
1 Introduction
2 XML-Documents Parsing Algorithms
3 Acceleration of XML-Document Filtering
3.1 Software Accelerators
3.2 Hardware Filters
3.3 Multi-processor Filtering
3.4 Hardware/Software Co-design Filtering
4 Processor for XML-Document Processing
5 System for Hardware/Software Processing of XML-Documents
6 Results and Discussions
7 Conclusion
References
Load Balancing in Software Defined Networks Using Multipath Routing
Abstract
1 Introduction
2 Overview of Ways to Balance Traffic in Computer Networks
3 A Method of Balancing Traffic in the SDN Based on Multi-path Routing, Taking into Account the Nature of the Load Channels
3.1 Formation of Many Disjoint Paths Between the End Nodes of the Path
4 Dynamic Load Balancing Based on the Nature of the Load Channels
4.1 Load Balancing Procedure
4.2 Load Balancing Procedure
4.3 Example Channel Load Balancing
4.4 Adjustment of the Path Loading Table
5 Results and Discussion
6 Conclusions
References
Information System Penetration Testing Using Web Attack Automated Simulation
Abstract
1 Introduction
2 Related Works
3 The Proposed Method of Attack Simulation
4 Application Architecture
5 Experimental Results
6 Conclusions
References
Optimal Decision of Supply Chain Based on Nested Loop Algorithm from the Perspective of System Analysis
Abstract
1 Instruction
2 Theoretical Basis of Nested Loop Supply Chain Optimization Method
2.1 Fuzzy Mathematics and Decision Model
2.2 Self-feedback System and "Supervision"
3 The Main Process of Nested Loop Optimization
3.1 The Main Steps of Nested Loop Optimization
3.2 Establishment of Decision-Making Model
3.3 Addition of Subjective Supervision Factor
3.4 Optimization of Index Selection
4 Calculation Example
5 Conclusion
Acknowledgment
References
The Possibilistic Gustafson-Kessel Fuzzy Clustering Procedure for Online Data Processing
Abstract
1 Introduction
2 The Primary Fuzzy Clustering Objective Function
3 Methods Stemming from the Gustafson-Kessel Procedure
4 A Possibilistic Version of the Gustafson-Kessel Method
5 Adaptive Variants of the Procedure by Gustafson-Kessel
6 Simulation
7 Conclusion
Acknowledgment
References
Distribution of Resources Between Composite Applications in a Hyperconverged System
Abstract
1 Introduction
1.1 Motivation
1.2 Analysis of Related Works
1.3 Goals and Structure
2 Mathematical Model of Resource Allocation Between Composite Applications
2.1 Features of Composite Applications Functioning in HCS
2.2 Formalization of the Resource Allocation Process in HCS
3 Introduction of Virtual Time
4 Discussion and Conclusion
References
Improvement of Merkle Signature Scheme by Means of Optical Quantum Random Number Generators
Abstract
1 Introduction
1.1 Literature Review
1.2 Digital Signatures
1.2.1 Hash Based Digital Signatures
1.2.2 Document Signature
1.2.3 Signature Verification
2 Merkle Signature Scheme
2.1 Key Generation
2.2 Message Signature
2.3 Signature Verification
3 Merkle with PRNG
3.1 PRNGs in Cryptography
3.2 Secure CSPRNGs for Merkle
4 Radioactivity-Based Quantum Random Number Generators
4.1 Time of Arrival Generators
5 The Proposed Scheme
5.1 Key Generation
5.2 Message Signature
5.3 Signature Verification
5.4 Security
5.5 Pseudo Code of OQRNG Simulation
5.6 Pseudo Code of the Scheme
6 Results and Discussion
7 Conclusions
Acknowledgement
References
Improved Post-quantum Merkle Algorithm Based on Threads
Abstract
1 Introduction
1.1 Related Literature Review
1.2 Lamport-Diffie One-Time Signature Scheme
1.3 Winternitz One-Time Signature Scheme
2 Merkle Crypto-System
2.1 Pseudo Code
2.2 Fractal Merkle Algorithm
3 Algorithm Based on Threads
3.1 Thread Pseudo Code
4 Results Analysis and Discussion
5 Conclusions
Acknowledgement
References
Optimization of Stock Basing on Improved Grey Prediction Model: A Case Study on Garment Supply Chain
Abstract
1 Introduction
2 Methodology for Determination of the Demand Distribution Function Basing on Improved Grey Prediction Model
2.1 Methodology for Determination of the Demand Distribution Function
2.2 Data Pre-processing Basing GM (1, 1)
2.3 Improving Method to Grey Forecast of the Envelope Curve Based on the Oscillatory Area
3 Inventory Strategy Setting Based on the Improving of Grey Forecast Model
4 Simulating Contrast of the Inventory Setting of Clothing Company Based on the Monte Carlo Method
5 Conclusions
Acknowledgment
References
I Computer Science for Medicine and Biology
Smart Prothesis: Sensorization, Humane Vibration and Processor Control
Abstract
1 Introduction
2 The Smart Prosthesis System as an Agent in the Process of the Amputee Tactile Perception
3 The Main Trends in Sensorization
4 Sensorization of the Smart Prosthesis: Experimental Study
5 Conclusions
References
Detection of Ventricular Late Potentials in Electrocardiograms Using Machine Learning
Abstract
1 Introduction
2 Materials and Methods
3 Identification of VLP Features
4 Results and Discussion
5 Conclusions
References
Significant Parameters of the Keystroke for the Formation of the Input Field of a Convolutional Neural Network
Abstract
1 Introduction
2 Analysis of Literature Sources in the Field of Research
3 Research Environment
4 Experiments and Discussion of the Results
5 Conclusion
References
Two-Layer Perceptron for Voice Recognition of Speaker's Identity
Abstract
1 Introduction
2 Analysis of Literature Sources in the Field of Research
3 Development of a Neural Network Model
4 Experiments and Discussion of the Results
5 Conclusion
References
Deduplication Method for Ukrainian Last Names, Medicinal Names, and Toponyms Based on Metaphone Phonetic Algorithm
Abstract
1 Introduction
2 Research Methodology
3 Review of the Literature
4 Analysis of the Sample of Last Names
5 Experiment Conditions
6 Ukrainian Last Names Indexing
7 Multilanguage Pharmacy Names Indexing
8 Multilanguage Toponym Indexing
9 Performance Gains
10 Conclusions and Future Work
Acknowledgments
References
Method of Recognition and Indexing of People's Faces in Videos Using Model of Machine Learning
Abstract
1 Introduction
2 Related Work
3 Problem Statement
4 Description of the Proposed System
5 Cascade Recognition Algorithm
5.1 Integrated Image Representation
5.2 Signs of Class
5.3 The Principle of the Scanning Window
5.4 Classifier Machine Learning Method
6 Algorithm Results
7 Conclusion
References
Operational Intelligence Software Concepts for Continuous Healthcare Monitoring and Consolidated Data Storage Ecosystem
Abstract
1 Introduction
2 Analysis of the Recent Research and Publications
3 Data-Driven Solution for Operational Intelligence Medicine
3.1 Application Concepts and Architecture
3.2 Data Processing Capabilities
4 Conclusion
References
Relations of the Genetic Code with Algebraic Codes and Hypercomplex Double Numbers
Abstract
1 Introduction
2 The Genetic Code, DNA Alphabets and Genetic Matrices
3 The Genetic Code, Dyadic Groups and the Matrix of Dyadic Shifts
4 The Genetic Code and the Matrix of Hamming Distances
5 Hypercomplex Double Numbers and Inherited Macrobiological Phenomena
6 Results and Discussions
References
Use of Sustainable Innovation in Information System: Integrate Individual's Spirit and Team Climate
Abstract
1 Introduction
2 Theoretical Basis and Hypotheses
2.1 Employee Entrepreneurship and Future Innovation Aspiration
2.2 Team Climate Theory and Aspiration to Sustained Innovation
2.3 Mediating Role of Attitude to Innovation
3 Questionnaire Design and Sample Features
3.1 Questionnaire Design
3.2 Sample Features
4 Reliability and Validity Analysis and Structural Model Testing
4.1 Scale Reliability and Validity Test
4.2 Structural Model Test and Results Interpretation
4.2.1 Direct Effect Test
4.2.2 Mediating Effect Test
5 Research Conclusions and Significance
5.1 Research Conclusions
5.2 Theoretical Significance
5.3 Practical Significance
Acknowledgement
References
Health Status Recognition System for Communication Equipment Based on Data Mining
Abstract
1 Introduction
2 Communication Equipment Intelligent Control Model
2.1 Determination Model of Health Status Indicators
2.2 Clustering Analysis Model
2.3 Stable Operating Condition Library Establishment Model
2.4 Real-Time Health Status Evaluation Model
2.5 Health Status Prediction Evaluation Model
3 Application Cases and Analysis
3.1 Data Acquisition and Preprocessing
3.2 Health Characteristics Indicator Determination
4 Comparative Analysis of Health Status Recognition System Operating Effects
4.1 Field Operation Data Selection
4.2 Characteristics Evaluation of Power Consumption
5 Conclusions
Acknowledgments
References
I Computer Science and Education
Technology-Enhanced Financial Education and Sustainability Goals
Abstract
1 Introduction
2 Literature Review
3 Data Analysis
3.1 Some Relevant Figures
3.2 Evidence from the Financial Industry
4 Discussion
4.1 Investing in Intangible Capital
4.2 Financial Literacy as a Life Skill
5 Results
5.1 The Role of Technological Innovations
5.2 Technology and Financial Educators
6 Conclusions
References
Construction of Individual Learning Scenarios
Abstract
1 Introduction
1.1 Literature Review
2 Students' Models Based on the Parameters of the Education Level and Cognitive Characteristics
3 Building Gap Maps of User's Knowledge
4 Technology of Constructing an Individual Scenario of Adaptive User Testing
5 Implementation of a Remote Adaptive Learning System
6 Testing the Results
7 Conclusion
References
Mathematical Models of Formation and Functioning of Teams of Software Systems Developers
Abstract
1 Introduction
2 Dynamic Career Management Model for Members of Software Development Teams
3 Result
4 Discussion and Conclusion
References
Open Data Platform Architecture and Its Advantages for an Open E-Government
Abstract
1 Introduction. Literature Review and the Task
2 Open Data Platform Architecture
3 Open Data Platform Properties. The Result and the Discussion
3.1 Availability
3.2 Productivity
3.3 Reliability
3.4 Security
3.5 Summary and Analysis
4 Conclusion
References
The Problem of Double Costs in Blockchain Systems
Abstract
1 Introduction
2 The Investigated Model
3 The Probability of the Attacker's Victory
4 Results of Calculating the Probability of a Successful Double Spend Attack
5 Results and Discussion
6 Conclusions
References
Collaboration Based Simulation Model for Predicting Students' Performance in Blended Learning
Abstract
1 Introduction
2 Background and Related Work
3 Data, Methods and the Models
4 Results Analysis and Discussion
5 Conclusion
6 Limitations and Future Work
Acknowledgments
References
Experimental Evaluation of Phishing Attack on High School Students
Abstract
1 Introduction
2 Related Works
3 Problem Statement
4 Method of Research
5 Research Results
6 Conclusions and Further Research
Acknowledgments
References
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