| A deep neural network-based method for deep information extraction using transfer learning strategies to support automated compliance checking R Zhang, N El-Gohary Automation in Construction 132, 103834, 2021 | 56 | 2021 |
| A machine-learning approach for semantic matching of building codes and building information models (BIMs) for supporting automated code checking R Zhang, N El-Gohary Recent Research in Sustainable Structures: Proceedings of the 3rd GeoMEast …, 2020 | 20 | 2020 |
| A machine learning-based method for building code requirement hierarchy extraction R Zhang, N El-Gohary Proceedings, Annual Conference-Canadian Society for Civil Engineering, 1-10, 2019 | 20* | 2019 |
| A machine learning approach for compliance checking-specific semantic role labeling of building code sentences R Zhang, N El-Gohary Advances in Informatics and Computing in Civil and Construction Engineering …, 2019 | 15 | 2019 |
| Transformer-based approach for automated context-aware IFC-regulation semantic information alignment R Zhang, N El-Gohary Automation in Construction 145, 104540, 2023 | 14 | 2023 |
| A clustering approach for analyzing the computability of building code requirements R Zhang, NM El-Gohary Construction Research Congress 2018: Construction Information Technology …, 2018 | 14 | 2018 |
| Hierarchical Representation and Deep Learning–Based Method for Automatically Transforming Textual Building Codes into Semantic Computable Requirements R Zhang, N El-Gohary Journal of Computing in Civil Engineering 36 (5), 04022022, 2022 | 12 | 2022 |
| A machine-learning approach for semantically-enriched building-code sentence generation for automatic semantic analysis R Zhang, N El-Gohary Construction Research Congress 2020, 1261-1270, 2020 | 12 | 2020 |
| Clustering-Based Approach for Building Code Computability Analysis R Zhang, N El-Gohary Journal of Computing in Civil Engineering 35 (6), 04021021, 2021 | 11 | 2021 |
| Natural language generation and deep learning for intelligent building codes R Zhang, N El-Gohary Advanced Engineering Informatics 52, 101557, 2022 | 9 | 2022 |
| Semantic Representation Learning and Information Integration of BIM and Regulations R Zhang, N El-Gohary Computing in Civil Engineering 2021, 466-473, 2021 | 4 | 2021 |
| A Deep-Learning Method for Evaluating Semantically-Rich Building Code Annotations R Zhang, N El-Gohary EG-ICE 2020 Workshop, 2020 | 3 | 2020 |
| Unsupervised Machine Learning for Augmented Data Analytics of Building Codes R Zhang, N El-Gohary ASCE International Conference on Computing in Civil Engineering 2019, 74-81, 2019 | 3 | 2019 |
| Building information modeling, natural language processing, and artificial intelligence for automated compliance checking R Zhang, N El-Gohary Research Companion to Building Information Modeling, 2022 | 1 | 2022 |
| Representation Learning Using a Multi-Branch Transformer for Industrial Time Series Anomaly Detection R Zhang, F Cheng, A Pandey | 1 | 2022 |
| Human-Centric Artificial Intelligence of Things–Based Indoor Environment Quality Modeling Framework for Supporting Student Well-Being in Educational Facilities MJ Lee, R Zhang Journal of Computing in Civil Engineering 38 (2), 04024002, 2024 | | 2024 |
| Augmented Reality and Wearable Technology-Supported Biophilic Design of Senior Housing for Improving Quality of Life in Older Adults L Budzevski, N Surana, T Bulbul, R Zhang Computing in Civil Engineering 2023, 280-287, 2023 | | 2023 |
| Adaptive Academic Buildings for Improving Comfort and Well-Being of College Students Using Artificial Intelligence of Things MJ Lee, R Zhang Computing in Civil Engineering 2023, 1072-1079, 2023 | | 2023 |
| Adapting construction staking to modern technology N El-Gohary, K El-Rayes, LY Liu, M Golparvar-Fard, R Zhang Illinois Center for Transportation, 2017 | | 2017 |
