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Intelligent Computing

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Cover of 'Intelligent Computing'

Table of Contents

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    Book Overview
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    Chapter 1 Estimation of Velocity Field in Narrow Open Channels by a Hybrid Metaheuristic ANFIS Network
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    Chapter 2 Development of a Language Extension for Configuration of Industrial Asset Capabilities in Self-organized Production Systems
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    Chapter 3 Open-Source Mapping Method Applied to Thermal Imagery
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    Chapter 4 Scalable Computing Through Reusability: Encapsulation, Specification, and Verification for a Navigable Tree Position
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    Chapter 5 Generalizing Univariate Predictive Mean Matching to Impute Multiple Variables Simultaneously
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    Chapter 6 Timeline Branching Method for Social Systems Monitoring and Simulation
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    Chapter 7 Webometric Network Analysis of Cybersecurity Cooperation
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    Chapter 8 Safety Instrumented System Design Philosophy Paradigm Shift to Achieve Safe Operations of Interconnected Operating Sites
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    Chapter 9 Bifurcation Revisited Towards Interdisciplinary Applicability
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    Chapter 10 Curious Properties of Latency Distributions
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    Chapter 11 Multicloud API Binding Generation from Documentation
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    Chapter 12 Reducing Web-Latency in Cloud Operating Systems to Simplify User Transitions to the Cloud
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    Chapter 13 Crescoware: A Container-Based Gateway for HPC and AI Applications in the ENEAGRID Infrastructure
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    Chapter 14 Significance in Marlo Diagrams Versus Thoroughness of Venn Diagrams
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    Chapter 15 A Hybrid Real-Time Scheduling Mechanism Based on Multiprocessor for Real-Time Tasks in Weakly Hard Specification
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    Chapter 16 Simulating the Arnaoutova-Kleinman Model of Tubular Formation at Angiogenesis Events Through Classical Electrodynamics
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    Chapter 17 Virtual Critical Care Unit (VCCU): A Powerful Simulator for e-Learning
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    Chapter 18 Silence in Dialogue: A Proposal and Prototype for Psychotherapy
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    Chapter 19 A Standard Content for University Websites Using Heuristic Evaluation
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    Chapter 20 Development of a Mobile Application to Provide Employment Information to Private-Sector Workers in Peru
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    Chapter 21 Analysis of Technical Factors in Interactive Media Arts, with a Focus on Prix Ars Electronica Award Winners
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    Chapter 22 Usability Evaluation of Mobile Application Software Mockups
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    Chapter 23 EasyChat: A Chat Application for Deaf/Dumb People to Communicate with the General Community
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    Chapter 24 Influence of Augmented Reality on Purchase Intention
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    Chapter 25 Encountering Pinchas Gutter in Virtual Reality and as a “Hologram”: Immersive Technologies and One Survivor’s Story of the Holocaust
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    Chapter 26 Strided DMA for Multidimensional Array Copy and Transpose
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    Chapter 27 The Machine Learning Principles Based at the Quantum Mechanics Postulates
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    Chapter 28 The Threat of Quantum Computing to SMEs
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    Chapter 29 Quantum Computation by Means of Josephson Junctions Made of Coherent Domains of Liquid Water
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    Chapter 30 Customer Response Modeling Using Ensemble of Balanced Classifiers: Significance of Web Metrics
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    Chapter 31 What Augmentations are Sensitive to Hyper-Parameters and Why?
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    Chapter 32 Draw-n-Replace: A Novel Interaction Technique for Rapid Human-Correction of AI Semantic Segmentation
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    Chapter 33 Working Towards an AI-Based Clustering of Airports, in the Effort of Improving Humanitarian Disaster Preparedness
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    Chapter 34 Wind Turbine Surface Defect Detection Analysis from UAVs Using U-Net Architecture
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    Chapter 35 Anomaly Detection Using Deep Learning and Big Data Analytics for the Insider Threat Platform
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    Chapter 36 Near Infrared Spectra Data Analysis by Using Machine Learning Algorithms
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    Chapter 37 On Regret Bounds for Continual Single-Index Learning
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    Chapter 38 Text to Image Synthesis using Stacked Conditional Variational Autoencoders and Conditional Generative Adversarial Networks
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    Chapter 39 Analytical Decision-Making System Based on the Analysis of Air Pollution in the City of Nur-Sultan
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    Chapter 40 A Local Geometry of Hyperedges in Hypergraphs, and Its Applications to Social Networks
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    Chapter 41 Extraction of Consumer Emotion Using Diary Data on Purchasing Behavior
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    Chapter 42 Significance in Machine Learning and Data Analytics Techniques on Oceanography Data
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    Chapter 43 Applying Latent Dirichlet Allocation Technique to Classify Topics on Sustainability Using Arabic Text
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    Chapter 44 Metrics for Software Process Quality Assessment in the Late Phases of SDLC
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    Chapter 45 Online Quantitative Research Methodology: Reflections on Good Practices and Future Perspectives
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    Chapter 46 Application of Machine Learning in Predicting the Impact of Air Pollution on Bacterial Flora
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    Chapter 47 Markov Chains for High Frequency Stock Trading Strategies
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    Chapter 48 Scalable Shapeoid Recognition on Multivariate Data Streams with Apache Beam
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    Chapter 49 Detection of Credit Card Frauds with Machine Learning Solutions: An Experimental Approach
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    Chapter 50 ALBU: An Approximate Loopy Belief Message Passing Algorithm for LDA for Small Data Sets
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    Chapter 51 Retrospective Analysis of Global Carbon Dioxide Emissions and Energy Consumption
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    Chapter 52 Application of Weighted Co-expressive Analysis to Productivity and Coping
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    Chapter 53 An Improved Architecture of Group Method of Data Handling for Stability Evaluation of Cross-sectional Bank on Alluvial Threshold Channels
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    Chapter 54 Increasing Importance of Analog Data Processing
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    Chapter 55 New Trends in Big Data Profiling
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    Chapter 56 Finding Structurally Similar Objects Based on Data Sorting Methods
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    Chapter 57 Application of the Proposed Thresholding Method for Rice Paddy Field Detection with Radarsat-2 SAR Imagery Data
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    Chapter 58 Understanding COVID-19 Vaccine Reaction Through Comparative Analysis on Twitter
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    Chapter 59 A Descriptive Literature Review and Classification of Business Intelligence and Big Data Research
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    Chapter 60 Data Mining Solutions for Fraud Detection in Credit Card Payments
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    Chapter 61 Nonexistence of a Universal Algorithm for Traveling Salesman Problems in Constructive Mathematics
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    Chapter 62 Addition-Based Algorithm to Overcome Cover Problem During Anonymization of Transactional Data
Attention for Chapter 36: Near Infrared Spectra Data Analysis by Using Machine Learning Algorithms
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Chapter title
Near Infrared Spectra Data Analysis by Using Machine Learning Algorithms
Chapter number 36
Book title
Intelligent Computing
Published by
Springer, Cham, January 2022
DOI 10.1007/978-3-031-10461-9_36
Book ISBNs
978-3-03-110460-2, 978-3-03-110461-9
Authors

Xiao, Perry, Chen, Daqing

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Geographical breakdown

Country Count As %
Unknown 2 100%

Demographic breakdown

Readers by professional status Count As %
Unknown 2 100%
Readers by discipline Count As %
Medicine and Dentistry 1 50%
Unknown 1 50%