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Data Science and Algorithms in Systems

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Cover of 'Data Science and Algorithms in Systems'

Table of Contents

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    Book Overview
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    Chapter 1 Understanding the General Framework for Teaching Semantics and Syntaxes of Visual Languages to Computer Education Students Based on Notion of Abstract Visual Syntax Graphs
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    Chapter 2 A Prediction System Using AI Techniques to Predict Students’ Learning Difficulties Using LMS for Sustainable Development at KFU
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    Chapter 3 COVID-19 Detection from Chest X-Ray Images Using Detectron2 and Faster R-CNN
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    Chapter 4 Effective SNOMED-CT Concept Classification from Natural Language using Knowledge Distillation
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    Chapter 5 Analyze Mental Health Disorders from Social Media: A Review
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    Chapter 6 Methods of Solution to the Task on Early Detection of Fire Outbreaks Based on Images and Video Streams from Controlled Territories
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    Chapter 7 3D Building Internal Structural Component Segmentation from Point Cloud Data Using DBSCAN and Modified RANSAC with Normal Deviation Conditions
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    Chapter 8 Contrast Enhancement of UAV-Based Maize Plant Images for Automatic Detection of Fall Armyworm
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    Chapter 9 Smart Services in Education: Facilitating Teachers to Deliver Personalized Learning Experiences
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    Chapter 10 Optimized 8-Parameter Relay-Based Delayed Thermal Process Model Identification via Saturated Relay and Artificial Delay
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    Chapter 11 Augmenting Historical Alphabet Datasets Using Generative Adversarial Networks
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    Chapter 12 Ensemble Machine Learning Models for Simulating the Missile Defense System
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    Chapter 13 Validating Radar and Satellite Precipitation Estimates Against Rain Gauge Records in Slovakia
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    Chapter 14 Improvement on Management of Tags Using an Event Queue
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    Chapter 15 Memetic Algorithm with GPU Optimization
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    Chapter 16 Application of Machine Learning Techniques to Enterprise Model Classification: An Approach and First Experimental Results
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    Chapter 17 Conceptual Linked Data Model for South African Municipalities Public Services Domain
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    Chapter 18 On the CPU Usage of Deep Learning Models on an Edge Device
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    Chapter 19 Stratification Languages of Socio-economic Systems
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    Chapter 20 Analysis and Prediction of the Complementary Dynamics of Computer Viruses
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    Chapter 21 Distance Learning in the Post-pandemic Period: Trends, Limitations and Symmetry of Knowledge
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    Chapter 22 Model of Contact Interaction of Rough Surfaces in Statics
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    Chapter 23 Churn Prediction in Telecoms Using a Random Forest Algorithm
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    Chapter 24 Problems of Non-linear Symmetry
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    Chapter 25 CVR: An Automated CV Recommender System Using Machine Learning Techniques
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    Chapter 26 The Problem of Defining the Concept of “Electronic Document for Long-Term Storage”
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    Chapter 27 Smart Home Defense Against DDoS Attacks
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    Chapter 28 Configuring and Optimizing of Convolutional Neural Networks for Analyzing the Structure of Metageosystems
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    Chapter 29 Sub-region Segmentation of Brain Tumors from Multimodal MRI Images Using 3D U-Net
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    Chapter 30 Mathematical Research of Odd Sigmoid Functions and Their First Two Derivatives
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    Chapter 31 Algorithm of Reconstruction 3D Model by Two of Its Images
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    Chapter 32 Application of Computer Technologies to the Study of Bas Properties in Biological Systems
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    Chapter 33 Datamart of Business Intelligence for the Sales Area of a Peruvian Tourism Company
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    Chapter 34 Artificial Vision and IoT for Automation of Remote Reading for Limnimeters in Hydraulic Weirs
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    Chapter 35 Web Readability Challenges
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    Chapter 36 Road Traffic Control Management and Creation of VANET Networks by VanetSim Simulator
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    Chapter 37 Functional and Cost Analysis of the Econometric Model of Integrated Logistics Support for Technical Operation of Exported Knowledge-Intensive Products
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    Chapter 38 Architecture of Software Platform for Testing Software of Cyber-Physical Systems
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    Chapter 39 Cyber-Physical Approach to Building a Flight Experiment Control System
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    Chapter 40 Analysis of the Interaction Between the Pilot and On-Board Technical Systems in the Automation of Aircraft Control
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    Chapter 41 Synthetic Datasets and Medical Artificial Intelligence Specifics
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    Chapter 42 Robust Control of Air Flow Speed in Laboratory Model of Hot-Air Tunnel: Multiplicative Uncertainty-Based Approach
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    Chapter 43 The Conception of Assessing the Resilience of Critical Infrastructures of Regional Socio-economic Systems
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    Chapter 44 Adaptation of Kohonen’s Self-organizing Map to the Task of Constructing an Individual User Trajectory in an E-learning System
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    Chapter 45 Application of the Computational Intelligence Method to Modeling the Dynamics of Multidimensional Population System
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    Chapter 46 The Relationship Between Gender Inequality and the Performance of Large Corporations
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    Chapter 47 An Empirical Study on Price Determinants of the Primary Real Estate Market
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    Chapter 48 Simulation of Massive Transmission in Wide Area UNB LPWANs
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    Chapter 49 Intelligent Monitoring System Formation in Modern Production in the Context of Manufacturing Digitalization
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    Chapter 50 Predicting Mitigation on Catastrophic Event Such as Tsunami—Automatization of a Model Alert
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    Chapter 51 Trends in Voice Recording Classification - Comparison of Conventional Features and Image Analysis Approach
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    Chapter 52 Protection Efficiency Assessment Method Key Infrastructures in Distributed Ledger Technology
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    Chapter 53 Modular Scalable System for Registration of Biomedical Indicators of Activity of the Exoskeleton User
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    Chapter 54 Enhancing Border Security and Countering Terrorism Through Computer Vision: A Field of Artificial Intelligence
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    Chapter 55 Comparative Study of Pre-processing Data on Scoliosis Type Classification on X-Ray Image Using CNN Algorithm
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    Chapter 56 Kerberos Golden Ticket Attack
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    Chapter 57 A Novel Multimodal Hybrid Classifier Based Cyberbullying Detection for Social Media Platform
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    Chapter 58 A Network Science-Based Approach for Temporal Hot Spot Policing
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    Chapter 59 Fuzzy Logic in Determination of Sensory Characteristics of Freeze-Dried Yoghurts with Fruit Fillers
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    Chapter 60 GeoDD: End-to-End Spatial Data De-duplication System
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    Chapter 61 Deep Learning in Damage Assessment with Remote Sensing Data: A Review
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    Chapter 62 Stress Mining from Sleep-Related Parameters
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    Chapter 63 Computational Contextual Framework for Dynamic Tracking of Numerous Mobile Object
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    Chapter 64 Comparative Approach of Sentiment Analysis Algorithms to Classify Social Media Information Gathering in the Spanish Language
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    Chapter 65 Method for Assessing Optimality of Mechanical Motion of Modular RS Formations Over Different Sections of Terrain, Represented by Complex Surfaces
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    Chapter 66 High-Order Non-uniform Grid Scheme for Numerical Analysis of Queueing System with a Small Parameter
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    Chapter 67 Integrated Tuning of Hidden Markov Parametric Optimization Model with Genetic Algorithm for Electricity Market Forecasting
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    Chapter 68 Topic Mining Based Literature Analysis for Face Recognition
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    Chapter 69 Computational Assessment Model for Blind Medical Image Watermarking with Deep Learning
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    Chapter 70 Predicting the Health Status of Cows Using Machine Learning
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    Chapter 71 Intelligent Frame and Table Segmentation in Blueprint Documents: Method and Implementation
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    Chapter 72 Object Detection in Images by Verifying Corners at Predicted Positions
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    Chapter 73 Values Definition of the Leading Threshold of the Primary Process Colors by the Method of Color Separation and Image Segmentation by Thresholding
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    Chapter 74 Machine Learning for Face Recognition in Shallow Data
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    Chapter 75 The Problem of Dynamical Chaos in Heat Performance Parameters
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    Chapter 76 Biotechnology Among Computer Science and Data Science: A Review of Scientific Development
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    Chapter 77 Evaluation of the Public Transport Route Network of the City of Kursk and Recommendations for Its Improvement
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    Chapter 78 Artificial Neural Networks in Dermatology
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    Chapter 79 Marginal Effects Models of Scientific and Technological Fields’ Integration in Heterogeneous Systems
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    Chapter 80 SGRC System as a Basis for Building Business Processes and Measuring the Digital Sustainability of a Business
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    Chapter 81 Realization of Astatic Control Systems with Respect to External Disturbances
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    Chapter 82 Prospects for the Use of Artificial Intelligence to Combat Fraud in Bank Payments
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    Chapter 83 Computer Processing of Laser Beam Profile Dynamics Changing During Interaction with a Thermal Convective Flow
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    Chapter 84 Multiple Data Cubes and the Best Compromise Matrix for the OLAP in Multi-agent System
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    Chapter 85 Problems of Data Processing in the Problem of Modeling Advertising Campaigns in Social Networks Using Python Libraries
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    Chapter 86 The Effects of Vertical and Horizontal Knowledge Inflows on Collaborative Innovation of Research Institutes
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    Chapter 87 Effect of e-Learning Strategies on Learners’ Academic Engagement
Attention for Chapter 76: Biotechnology Among Computer Science and Data Science: A Review of Scientific Development
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Chapter title
Biotechnology Among Computer Science and Data Science: A Review of Scientific Development
Chapter number 76
Book title
Data Science and Algorithms in Systems
Published by
Springer, Cham, January 2023
DOI 10.1007/978-3-031-21438-7_76
Book ISBNs
978-3-03-121437-0, 978-3-03-121438-7
Authors

Nasution, Mahyuddin K. M., Nasution, Raditya Macy Widyatamaka, Syah, Rahmad, Elveny, Marischa

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