-
Wang, Xiyu / El-Gohary, Nora (2024): Few-shot object detection and attribute recognition from construction site images for improved field compliance. In: Automation in Construction, v. 167 (November 2024).
https://doi.org/10.1016/j.autcon.2024.105539
-
Bucarelli, Nidia / El-Gohary, Nora (2024): Sensor deployment configurations for building energy consumption prediction. In: Energy and Buildings, v. 308 (April 2024).
https://doi.org/10.1016/j.enbuild.2024.113888
-
Bucarelli, Nidia / El-Gohary, Nora (2023): Consensus-based clustering for indoor sensor deployment and indoor condition monitoring. In: Building and Environment, v. 244 (Oktober 2023).
https://doi.org/10.1016/j.buildenv.2023.110550
-
Wang, Xiyu / El-Gohary, Nora (2023): Deep Learning–Based Named Entity Recognition and Resolution of Referential Ambiguities for Enhanced Information Extraction from Construction Safety Regulations. In: Journal of Computing in Civil Engineering, v. 37, n. 5 (September 2023).
https://doi.org/10.1061/(asce)cp.1943-5487.0001064
-
Bucarelli, Nidia / El-Gohary, Nora (2023): Deep learning approach for recognizing cold and warm thermal discomfort cues from videos. In: Building and Environment, v. 242 (August 2023).
https://doi.org/10.1016/j.buildenv.2023.110277
-
Wang, Yanyu / Tang, Pingbo / Liu, Kaijian / Cai, Jiannan / Ren, Ran / Lin, Jacob J. / Cai, Hubo / Zhang, Jiansong / El-Gohary, Nora / Berges, Mario / Golparvar Fard, Mani (2023): Characterizing Data Sharing in Civil Infrastructure Engineering: Current Practice, Future Vision, Barriers, and Promotion Strategies. In: Journal of Computing in Civil Engineering, v. 37, n. 2 (März 2023).
https://doi.org/10.1061/jccee5.cpeng-5077
-
Wang, Xiyu / El-Gohary, Nora (2023): Deep learning-based relation extraction and knowledge graph-based representation of construction safety requirements. In: Automation in Construction, v. 147 (März 2023).
https://doi.org/10.1016/j.autcon.2022.104696
-
Zhang, Ruichuan / El-Gohary, Nora (2023): Transformer-based approach for automated context-aware IFC-regulation semantic information alignment. In: Automation in Construction, v. 145 (Januar 2023).
https://doi.org/10.1016/j.autcon.2022.104540
-
Liu, Kaijian / El-Gohary, Nora (2022): Deep Learning–Based Analytics of Multisource Heterogeneous Bridge Data for Enhanced Data-Driven Bridge Deterioration Prediction. In: Journal of Computing in Civil Engineering, v. 36, n. 5 (September 2022).
https://doi.org/10.1061/(asce)cp.1943-5487.0001018
-
Zhou, Peng / El-Gohary, Nora (2022): Semantic Information Extraction of Energy Requirements from Contract Specifications: Dealing with Complex Extraction Tasks. In: Journal of Computing in Civil Engineering, v. 36, n. 5 (September 2022).
https://doi.org/10.1061/(asce)cp.1943-5487.0001008
-
Zhang, Ruichuan / El-Gohary, Nora (2022): Hierarchical Representation and Deep Learning–Based Method for Automatically Transforming Textual Building Codes into Semantic Computable Requirements. In: Journal of Computing in Civil Engineering, v. 36, n. 5 (September 2022).
https://doi.org/10.1061/(asce)cp.1943-5487.0001014
-
Liu, Kaijian / El-Gohary, Nora (2016): Ontology-based Sequence Labelling for Automated Information Extraction for Supporting Bridge Data Analytics. In: Procedia Engineering, v. 145 ( 2016).
https://doi.org/10.1016/j.proeng.2016.04.035
-
Amasyali, Kadir / El-Gohary, Nora (2016): Building Lighting Energy Consumption Prediction for Supporting Energy Data Analytics. In: Procedia Engineering, v. 145 ( 2016).
https://doi.org/10.1016/j.proeng.2016.04.036
-
Liu, Kaijian / El-Gohary, Nora (2022): Bridge Deterioration Knowledge Ontology for Supporting Bridge Document Analytics. In: Journal of Construction Engineering and Management, v. 148, n. 6 (Juni 2022).
https://doi.org/10.1061/(asce)co.1943-7862.0002210
-
Amasyali, Kadir / El-Gohary, Nora (2022): Hybrid approach for energy consumption prediction: coupling data-driven and physical approaches. In: Energy and Buildings, v. 259 (März 2022).
https://doi.org/10.1016/j.enbuild.2021.111758
-
Zhang, Ruichuan / El-Gohary, Nora (2021): A deep neural network-based method for deep information extraction using transfer learning strategies to support automated compliance checking. In: Automation in Construction, v. 132 (Dezember 2021).
https://doi.org/10.1016/j.autcon.2021.103834
-
Zhang, Ruichuan / El-Gohary, Nora (2021): Clustering-Based Approach for Building Code Computability Analysis. In: Journal of Computing in Civil Engineering, v. 35, n. 6 (November 2021).
https://doi.org/10.1061/(asce)cp.1943-5487.0000967
-
Liu, Kaijian / El-Gohary, Nora (2021): Semantic Neural Network Ensemble for Automated Dependency Relation Extraction from Bridge Inspection Reports. In: Journal of Computing in Civil Engineering, v. 35, n. 4 (Juli 2021).
https://doi.org/10.1061/(asce)cp.1943-5487.0000961
-
Liu, Kaijian / El-Gohary, Nora (2020): Fusing Data Extracted from Bridge Inspection Reports for Enhanced Data-Driven Bridge Deterioration Prediction: A Hybrid Data Fusion Method. In: Journal of Computing in Civil Engineering, v. 34, n. 6 (November 2020).
https://doi.org/10.1061/(asce)cp.1943-5487.0000921
-
Bartels, Louis B. / Liu, Liang Y. / El-Rayes, Khaled / El-Gohary, Nora / Golparvar, Mani / Grussing, Michael N. (2020): Work Optimization with Association Rule Mining of Accelerated Deterioration in Building Components. In: Journal of Performance of Constructed Facilities (ASCE), v. 34, n. 3 (Juni 2020).
https://doi.org/10.1061/(asce)cf.1943-5509.0001441
-
Zhou, Peng / El-Gohary, Nora (2016): Ontology-Based Multilabel Text Classification of Construction Regulatory Documents. In: Journal of Computing in Civil Engineering, v. 30, n. 4 (Juli 2016).
https://doi.org/10.1061/(asce)cp.1943-5487.0000530
-
Zhou, Peng / El-Gohary, Nora (2016): Domain-Specific Hierarchical Text Classification for Supporting Automated Environmental Compliance Checking. In: Journal of Computing in Civil Engineering, v. 30, n. 4 (Juli 2016).
https://doi.org/10.1061/(asce)cp.1943-5487.0000513
-
Becerik-Gerber, Burcin / Siddiqui, Mohsin K. / Brilakis, Ioannis / El-Anwar, Omar / El-Gohary, Nora / Mahfouz, Tarek / Jog, Gauri M. / Li, Shuai / Kandil, Amr A. (2014): Civil Engineering Grand Challenges: Opportunities for Data Sensing, Information Analysis, and Knowledge Discovery. In: Journal of Computing in Civil Engineering, v. 28, n. 4 (Juli 2014).
https://doi.org/10.1061/(asce)cp.1943-5487.0000290
-
Chi, Nai-Wen / Lin, Ken-Yu / El-Gohary, Nora / Hsieh, Shang-Hsien (2016): Evaluating the strength of text classification categories for supporting construction field inspection. In: Automation in Construction, v. 64 (April 2016).
https://doi.org/10.1016/j.autcon.2016.01.001
-
Zhou, Peng / El-Gohary, Nora (2017): Ontology-based automated information extraction from building energy conservation codes. In: Automation in Construction, v. 74 (Februar 2017).
https://doi.org/10.1016/j.autcon.2016.09.004
-
Liu, Kaijian / El-Gohary, Nora (2017): Ontology-based semi-supervised conditional random fields for automated information extraction from bridge inspection reports. In: Automation in Construction, v. 81 (September 2017).
https://doi.org/10.1016/j.autcon.2017.02.003
-
Grussing, Michael N. / Liu, Liang Y. / Uzarski, Donald R. / El-Rayes, Khaled / El-Gohary, Nora (2016): Discrete Markov Approach for Building Component Condition, Reliability, and Service-Life Prediction Modeling. In: Journal of Performance of Constructed Facilities (ASCE), v. 30, n. 5 (Oktober 2016).
https://doi.org/10.1061/(asce)cf.1943-5509.0000865