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Actions of Their Own to Learn

Author:Shapiro Bonnie
Publisher:Brill
Abstract: What does it mean to take actions of one’s own to learn? How do human beings create meaning for the…

Chapter Deep Learning-Based Pose Estimation for Identifying Potential Fall Hazards of Construction Worker

Author:Lee Seungsoo, Choi Woonggyu, Park Minsoo , Jeon Yuntae , Quoc Tran Dai , Park Seunghee
Publisher:Firenze University Press
Abstract: Fall from height (FFH) is one of the major causes of injury and fatalities in construction industry…

Chapter Efficient Data Curation Using Active Learning for a Video-Based Fire Detection

Author:Joshi Keyur, Dietrich Philip, Aziz Angelina , König Markus
Publisher:Firenze University Press
Abstract: Video-based fire detection is a crucial object detection problem that relies on accurate and reliab…

Chapter BIM-Based Open Learning Resources Repository for the Benedict Project

Author:Bragadin Marco Alvise , Morganti Caterina , Ricci Pier Carlo , Witt Emlyn , Kähkönen Kalle , Puolitaival Taija
Publisher:Firenze University Press
Abstract: In the field of AEC, Architecture Engineering and Construction, Building Information Modelling has …

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 Seunghee
Publisher:Firenze University Press
Abstract: The use of closed-circuit television (CCTV) for safety monitoring is crucial for reducing accidents…

Chapter Machine Learning-Based Construction Planning and Forecasting Model

Author:Keser Ahmet Esat, Tokdemir Onur Behzat
Publisher:Firenze University Press
Abstract: Construction planning and scheduling are crucial aspects of project management that require a lot o…

Chapter Automated Extraction of Bridge Gradient from Drawings Using Deep Learning

Author:Bayer Hakan , Faltin Benedikt , König Markus
Publisher:Firenze University Press
Abstract: Digital methods such as Building Information Modeling (BIM) can be leveraged, to improve the effici…

Chapter Deep Learning Based Pose Estimation of Scaffold Fall Accident Safety Monitoring

Author:Lee Seungsoo, Son Seongwoo, Aung Pa Pa Win , Park Minsoo , Park Seunghee
Publisher:Firenze University Press
Abstract: According to the Ministry of Manpower, falling and slipping accidents are one of the most common ac…

Chapter Evaluation of Computer Vision-Aided Multimedia Learning in Construction Engineering Education

Author:Yusuf Anthony, Afolabi Adedeji , Akanmu Abiola , Olayiwola Johnson
Publisher:Firenze University Press
Abstract: Due to the practice-oriented nature of construction engineering education and barriers associated w…

Chapter Scheduling Optimization of Electric Ready Mixed Concrete Vehicles Using an Improved Model-Based Reinforcement Learning

Author:Chen Zhengyi, Zhang Xiao, Song Changhao , Cheng Jack C. P.
Publisher:Firenze University Press
Abstract: Decarbonizing the construction sector has become an imperative global agenda, with electric machine…
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