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Advances in Information Technology in Civil and Building Engineering

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Cover of 'Advances in Information Technology in Civil and Building Engineering'

Table of Contents

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    Book Overview
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    Chapter 1 UAV Image-Based Defect Detection for Ancient Bridge Maintenance
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    Chapter 2 Leveraging AI and IoT for Improved Management of Educational Buildings
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    Chapter 3 Factors Affecting Maintenance Management of Public Buildings in South Africa
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    Chapter 4 Technological Innovation for Improving Energy and Water Consumption Efficiency and Sustainability on Government Buildings in South Africa: A Comprehensive Review of Literature
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    Chapter 5 Lumped Approach to Recognize Types of Construction Defect from Text with Hand-Drawn Circles
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    Chapter 6 Requirements of Machine Learning and Semantic Enrichment for BIM-Based Automated Code Compliance Checking: A Focus Group Study
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    Chapter 7 An Alternative Approach to Automated Code Checking – Application of Graph Neural Networks Trained on Synthetic Data for an Accessibility Check Case Study
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    Chapter 8 Segmentation Tool for Images of Cracks
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    Chapter 9 Generating Pseudo Label of Object Detector for Construction Site Monitoring
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    Chapter 10 Instance Segmentation of Fire Safety Equipment Using Mask R-CNN
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    Chapter 11 Blockchain Technology as a Monitoring Tool for Sensor Data
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    Chapter 12 Worker Activity Classification Using Multimodal Data Fusion from Wearable Sensors
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    Chapter 13 Comparing Object Detection Models for Water Trash Monitoring
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    Chapter 14 Extracting Information from Old and Scanned Engineering Drawings of Existing Buildings for the Creation of Digital Building Models
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    Chapter 15 Context-Aware PPE Compliance Check in Far-Field Monitoring
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    Chapter 16 Challenges in Road Crack Segmentation Due to Coarse Annotation
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    Chapter 17 Comparison of Various Methodologies to Detect Anomalies in a Time Series Data Taken from a Tunnelling Project
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    Chapter 18 Towards Multicriterial Scan Planning in Complex 3D Environments
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    Chapter 19 Image Segmentation on Concrete Damage for Augmented Reality Supported Inspection Tasks
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    Chapter 20 Modelling Sustainable Transportation Systems by Applying Supervised Machine Learning Techniques
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    Chapter 21 Machine Learning Algorithm Application in the Construction Industry – A Review
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    Chapter 22 Identifying Risky Zones in Water Distribution Networks Using Node Burst Indices
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    Chapter 23 Structural Performance of Metal Sheeting versus Tiled Roofs under Extreme Winds
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    Chapter 24 Experimental Testing and Numerical Modelling of Heat Transfer Through a Composite Sandwich Flooring System with Penetrations Exposed to Fire
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    Chapter 25 Residential Envelope Energy Efficient Design Exploration Preparing for Generative Design
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    Chapter 26 Drivers of Machine Learning Applications in the Construction Industry of Developing Economies
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    Chapter 27 An Ontology-Based Framework for Building Energy Simulation in the Operation Phase
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    Chapter 28 A Multi-stage Approach to Understand GIS Model Enrichment Used for Decision-Making Support When Developing Energy Retrofit Strategies on a Neighborhood Level
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    Chapter 29 Feasibility of an Automated Inspection Process Adoption for Quality Housing Delivery in South Africa
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    Chapter 30 Building Information Modelling in Healthcare Design and Construction: A Bibliometric Review and Systematic Review
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    Chapter 31 Digital Twin Technology as a Paradigm for Smart Management in the Built Environment
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    Chapter 32 Ontology-Based Construction Process Library for Process States Inference
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    Chapter 33 A Critical Review of Measuring the Modeling Productivity of Building Information Modeling
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    Chapter 34 Digital Twinning in Additive Manufacturing - Closing the Digital-Physical-Digital Loop by Automated Integration of Captured Geometric Data into Fabrication Information Models
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    Chapter 35 Development of Knowledge Information Model for Highway Route Design
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    Chapter 36 The IFC-Tunnel Project – Extending the IFC Standard to Enable High-Quality Exchange of Tunnel Information Models
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    Chapter 37 Finding Geometric and Topological Similarities in Building Elements for Large-Scale Pose Updates in Scan-vs-BIM
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    Chapter 38 Multimodel Framework for Digital Twin Empowerment
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    Chapter 39 Achieving Macro-Level Bim Adoption in the South African Construction Industry: Key Stakeholders and Constraints
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    Chapter 40 Ontology-Based Computerized Representation Method for BIM Model Quality Standards
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    Chapter 41 An Approach for Fire and Smoke Compartmentation Using the IFC-Structure
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    Chapter 42 Towards a Digital Twin System Design Based on a User-Centered Approach to Improve Quality Control on Construction Sites
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    Chapter 43 Digital Twin-Based Automated Green Building Assessment Framework
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    Chapter 44 Automatically Quantifying Movement of Prefabricated Building Components on Site for a Location-Based Management System: An Ecosystem for Digital Twin Construction
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    Chapter 45 Automatic Parametric Generation of Simulation Models from Project Information in Digital Twin Construction
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    Chapter 46 AEC Digital Twin Data - Why Structure Matters
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    Chapter 47 Industry 4.0-Based Digital Twin Approach for Construction Site Tracking Purposes
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    Chapter 48 Requirements Management for Flow Production of Precast Concrete Modules
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    Chapter 49 Embedding RFID Tags into Precast Structural Components for Tracking and Holistic Real-Time Lean Construction Management
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Title
Advances in Information Technology in Civil and Building Engineering
Published by
Springer International Publishing, August 2023
DOI 10.1007/978-3-031-35399-4
ISBNs
978-3-03-135398-7, 978-3-03-135399-4
Editors

Skatulla, Sebastian, Beushausen, Hans

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