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Chapter A Systematic Literature Review to Identify a Methodological Approach for Use in the Modelling and Forecasting of Capital Expenditure of Hyper…

Author:King David, Wanigarathna Nadeeshani, Jones Keith, Ofori-Kuragu Josep
Publisher:Firenze University Press
Abstract: The theme of ‘Managing the digital transformation of the construction industry’ emphasises the impo…

Chapter Utilizing 360-Degree Images for Synthetic Data Generation in Construction Scenarios

Author:Sabir Aqsa, Hussain Rahat, Zaidi Syed Farhan Alam, Pedro Akeem, Soltani Mehrtash, Lee Dongmin, Park Chansi
Publisher:Firenze University Press
Abstract: Computer vision-based safety monitoring requires machine learning models trained on generalized dat…

Chapter Early Detection and Reconstruction of Abnormal Data Using Hybrid VAE-LSTM Framework

Author:Hou Fangli, Ma Jun, Cheng Jack C. P., Kwok Helen H.L
Publisher:Firenze University Press
Abstract: Early failure detection and abnormal data reconstruction in sensor data provided by building ventil…

Chapter Identifying Hazards in Construction Sites Using Deep Learning-Based Multimodal with CCTV Data

Author:Son Seongwoo, Quoc Tran Dai, Jeon Yuntae, Park Minsoo, Park Seunghe
Publisher:Firenze University Press
Abstract: The use of closed-circuit television (CCTV) for safety monitoring is crucial for reducing accidents…

Chapter Linked Data for the Categorization of Failures Mechanisms in Existing Unreinforced Masonry Buildings

Author:Leonardi Maria Laura, Cursi Stefano, Oliveira Daniel V., Azenha Miguel, Gigliarelli Elen
Publisher:Firenze University Press
Abstract: Assessing the structural integrity of unreinforced masonry structures is a complex and time-consumi…

Chapter Enhancing Disaster Resilience Studies: Leveraging Linked Data and Natural Language Processing for Consistent Open-Ended Interviews

Author:Katebi Milad, Zihayat Kermani Morteza, Poshdar Mani, Babaeian Jelodar Mostaf
Publisher:Firenze University Press
Abstract: Researchers have long focused on disaster resilience to mitigate calamity disruption. Disaster resi…

Chapter Solar Potential and Energy Assessment Data in U-BEM Models: Interoperability Analysis Between Performance Simulation Tools and OpenBIM/GIS Pl…

Author:Donatiello Maria Grazia, Rossi Federico, ZANCHETTA CARLO, Giorio Martina, Paparella Rossan
Publisher:Firenze University Press
Abstract: To evaluate the energy and solar potential of the building stock and address feasibility studies of…

Chapter Construction of a Practical Finite Element Model from Point Cloud Data for an Existing Steel Truss Bridge

Author:Hidaka Nao, Hashimoto Naofumi, Nonaka Tetsuya, Obata Makoto, Magoshi Kazuya, Watanabe E
Publisher:Firenze University Press
Abstract: The objective of this paper is to develop a semi-automatic method for constructing a practical fini…

AI, Data, and Digitalization

Author:Akerkar Rajendra
Publisher:Springer Nature
Abstract: This open access book constitutes the revised selected papers of the First International Symposium …

The Boundaries of Data

Author:van der sloot bart, van Schendel Sascha
Publisher:Amsterdam University Press
Abstract: The legal domain distinguishes between different types of data and attaches a different level of pr…
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