Hybrid deep learning model for automating constraint modelling in advanced working packaging
Published 2021 View Full Article
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Title
Hybrid deep learning model for automating constraint modelling in advanced working packaging
Authors
Keywords
Project management, Bridge maintenance, Constraint management, Information extraction, Deep learning, Bi-LSTM-CRF, Knowledge representation learning, Entity extraction, Relation extraction
Journal
AUTOMATION IN CONSTRUCTION
Volume 127, Issue -, Pages 103733
Publisher
Elsevier BV
Online
2021-04-27
DOI
10.1016/j.autcon.2021.103733
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- Automated content analysis for construction safety: A natural language processing system to extract precursors and outcomes from unstructured injury reports
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- A critical review of the use of 3-D printing in the construction industry
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- (2016) Jiansong Zhang et al. JOURNAL OF COMPUTING IN CIVIL ENGINEERING
- A survey on production planning system in construction projects based on Last Planner System
- (2015) Ha Duy Khanh et al. KSCE Journal of Civil Engineering
- Adaptation of WorkFace Planning for construction contexts
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- A theoretical framework of a BIM-based multi-disciplinary collaboration platform
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- A Survey on Transfer Learning
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