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PUBLICATIONS REFEREED JOURNAL PUBLICATIONS 35. P. Ghannad, Y.-C. Lee* (2022). “Optimizing the Modular Building Design for Rapid Post-Disaster Mass Housing Reconstruction,” The ASCE Journal of Construction and Management - Special Collection Series Invitation on Modular Construction and Off-site Construction from the ASCE Journal of Construction and Management. In Press. 34. M. Shariatfar, Y.-C. Lee* (2022). “Urban-level Data Interoperability for Information Models of Building and Civil Infrastructure Systems During the Disaster Phases,” The ASCE Journal of Computing in Civil Engineering. In Press. 33. P. Ghannad, Y.-C. Lee* (2022). “Automated Modular Housing Design using Generative Adversarial Network,” Automation in Construction. 139, 104234, Elsevier. https://doi.org/10.1016/j.autcon.2022.104234. 32. M. Shariatfar, Y.-C. Lee*, K. Choi, M. Kim (2022). “Effects of Flooding on Pavement Performance: A Machine Learning-based Network-Level Assessment,” The Journal of Sustainable and Resilient Infrastructure. Taylor & Francis, https://doi.org/10.1080/23789689.2021.2017736. 31. R. Mostafiz, R. Rohli, C. Friedland, Y.-C. Lee (2022). “Actionable Information in Flood Risk Communications and the Potential for New Web-Based Tools for Long-term Planning for Individuals and Community,” The Journal of Earth Science, section Geohazards and Georisks, Frontiers. https://doi.org/10.3389/feart.2022.840250. 30. M. Scarpinitia, F. Colasanteb, S. Di Tannab, M., Y.-C. Lee, A. Uncini (2021). “Deep Belief Network-based audio classification for construction sites monitoring,” The Expert Systems with Applications, Elsevier, 114839. 29. P. Ghannad, Y.-C. Lee*, J. Choi (2021). “Prioritizing Post-disaster Recovery of Transportation Infrastructure Systems Using Multi-Agent Reinforcement Learning” The ASCE Journal of Management in Engineering. ASCE, 37(1), 04020100, ASCE, https://doi.org/10.1061/(ASCE)ME.1943-5479.0000868, “ASCE International Conference on Computing in Civil Engineering (i3CE) 2019 Conference: Special Collection Series Invitation from the ASCE Journal of Management in Engineering.” 28. R. Ghimire, S. Lee, J.-O. Choi, J-Y Lee, Y.-C. Lee (2021). "Combined Application of 4D BIM Schedule and an Immersive Virtual Reality on a Modular Project: UNLV Solar Decathlon Case". The International Journal of Industrialized Construction, 2(1), 1-14. 27. Y.-C. Lee*, C. M. Eastman, W. Solihin (2021). “Inherent Rules and Validation Frameworks for Interoperable BIM Data Exchange,” The Journal of Computational Design and Engineering, qwaa064, https://doi.org/10.1093/jcde/ Oxford. 26. A. Deria, Y.-C. Lee* (2020). “Drug Use: Impact, Rules, Regulations and Mitigation Practices in the Construction Industry,” Safety. 2020, 6(2), 32, MDPI. 25. W. Solihin, J. Dimyadi, Y.-C. Lee, C. M. Eastman, Robert Amor (2020). “A Simplified BIM Data Model for Supporting a Wide Range of Queries in Complex BIM-Based Rule-Checking Applications,” Automation in Construction. 117, 103248, Elsevier. 24. A. Deria, P. Ghannad, Y.-C. Lee* (2020). “Evaluating Implications of Flood Vulnerability Factors With Respect to Income Levels for Building Long-Term Disaster Resilience of Low-Income Communities,” The International Journal of Disaster Risk Reduction, 48, 101608, Elsevier. 23. P. Ghannad, Y.-C. Lee*, J.-O. Choi (2020). “Feasibility and Implications of the Modular Construction Approach for Rapid Post-Disaster Recovery,” The International Journal of Industrialized Construction, 1(1), 64-75. “the 2019 Modular and Offsite Construction Summit: Special Collection Series Invitation from the The International Journal of Industrialized Construction,” 1(1), 64-75. 22. B. Sherafat, C. Ahn, R. Akhavian, A. Behzadan, M. Golparvar Fard, H. Kim, Y.-C. Lee, A. Rashidi, E. Rezazadeh Azar (2020). “Automated Methods for Activity Recognition of Construction Workers and Equipment: A State-of- the-Art Review,” The ASCE Journal of Construction Engineering and Management, 146(6), 03120002, ASCE. 21. Y.-C. Lee*, M. Scarpiniti, A. Uncini (2020). "Advanced Sound Classifiers and Performance Analyses for Accurate Audio-Based Construction Project Monitoring,” The ASCE Journal of Computing in Civil Engineering, 34(5), 04020030, ASCE. This paper was selected to be featured in the Editor’s Choice section of the Journal of Computing in Civil Engineering page in the ASCE Library https://ascelibrary.org/journal/jccee5. 20. P. Ghannad, Y.-C. Lee*, C. Friedland, J. Choi, E. Yang (2020). "Multi-objective Optimization of Post-Disaster Reconstruction Processes for Ensuring Long-term Socioeconomic Benefits," The ASCE Journal of Management in Engineering, 36, no. 4 (2020): 04020038, ASCE. 19. T. Akanbi, J. Zhang, Y.-C. Lee (2020). “A Data-Driven Reverse Engineering Algorithm Development (D-READ) Method for Developing Interoperable Quantity Takeoff Algorithms Using IFC-Based BIM,” The ASCE Journal of Computing in Civil Engineering, 34(5), 04020036. ASCE. 18. Y.-C. Lee*, M. Shariatfar, A. Rashidi, H.-W. Lee (2020). “Evidence-Driven Sound Event Detection Frameworks for the Prenotification and the Rapid Identification of Construction Safety Hazard and Accidents," Automation in Construction, 113, 103127. Elsevier. 17. Y.-C. Lee, M. Shariatfar, P. Ghannad, J. Zhang, J.-K. Lee (2020). “Generation of Entity-based Integrated Model View Definition Modules for the Development of New BIM Data Exchange Standards,” The ASCE Journal of Computing in Civil Engineering, 34(3), 04020011. ASCE. 16. B. Sherafat, A. Rashidi, Y.-C. Lee, C. R. Ahn (2019). “A Hybrid Kinematic-Acoustic System for Automated Activity Detection of Construction Equipment,” Sensors, 19(19), 4286, MDPI. 15. K.K Kim, Y.-C. Lee* (2019). “Automated Generation of Daily Evacuation Paths in 4D BIM,” Applied Sciences, 9(9), 1789. MDPI. 14. P. Ghannad, Y.-C. Lee*, J. Dimyadib, W. Solihin. (2019). “Automated BIM data validation integrating open- standard schema with visual programming language,” Advanced Engineering Informatics, 40, 14-28. Elsevier. 13. Y.-C. Lee*, C. M. Eastman, W. Solihin. (2019). “The Complexity and Challenges of Validating a Building Information Model Regarding Data Exchange Standards," Automation in Construction. 100, 118-128. Elsevier. 12. E. Yang, Y.-C. Lee, Q. Li, M. (2018). “Energy Disclosure Law in New York City: Building Energy Performance Benchmarking Progress," Facilities 36 (11/12), 571-583. Emerald. 11. Y.-C. Lee*, C. M. Eastman, W. Solihin. (2018). “Logic for ensuring the data exchange integrity of building information models," Automation in Construction, 85, 249-262. Elsevier. (Identified by Advanced in Engineering as a key scientific article contributing to excellence in science and engineering research: Advanced in Engineering Citation Link ) 10. W. Solihin, C. M. Eastman, Y.-C. Lee. (2017). “A Simplified Relational Database Schema for Transformation of BIM Data into a Query-Efficient and Spatially Enabled Database,” Automation in Construction, 84, 367-383. Elsevier. 9. P. Pauwels, S. Zhang, Y.-C. Lee. (2017). “Semantic Web Technologies in AEC industry: A Literature Overview,” Automation in Construction, 73, 145-165. Elsevier. 8. W. Solihin, C. M. Eastman, Y.-C. Lee. (2017). “Multiple Representation Approach to Achieve High-Performance Spatial Queries of 3D BIM Data Using a Relational Database,” Automation in Construction, 81, 369-388. Elsevier. 7. S-K, Park, Y.-C. Lee, J.-K. Lee. (2016). “Definition of a Domain-Specific Language for Korean Building Act Sentences as an Explicit Computable Form,” Journal of Information Technology in Construction, 21, 422-433. 6. Y.-C. Lee*, C. M. Eastman, W. Solihin. (2016). “An Ontology-Based Approach for Developing Data Exchange Requirements and Model Views for Building Information Modeling,” Advanced Engineering Informatics, 30(3), 354-367. Elsevier. 5. W. Solihin, C. M. Eastman, Y.-C. Lee. (2016). “A Framework for Fully Integrated Building Information Models in a Federated Environment,” Advanced Engineering Informatics, 30(2), 168-189. Elsevier. 4. Y.-C. Lee*, C. M. Eastman, W. Solihin, R. See. (2016). “Modularized Rule-Based Validation of IFC Model View Definitions,” Automation in Construction. 63, 1–11. Elsevier. 3. Y.-C. Lee*, C. M. Eastman, J.-K. Lee. (2015). “Validations for ensuring the interoperability of data exchange of a building information model,” Automation in Construction, 58, 176-195. Elsevier. 2. W. Solihin, C. M. Eastman, Y.-C. Lee. (2015). “Toward Robust and Quantifiable Automated IFC Quality Validation,” Advanced Engineering Informatics, 29(3), 739-756. Elsevier. 1. J.-K. Lee, C. M. Eastman, Y.-C. Lee. (2014). “Implementation of a BIM Domain-specific Language for the Building Environment Rule and Analysis,” Journal of Intelligent & Robotic Systems, 79(3-4), 507-522. Springer. BOOKS 1. “BIM Handbook 3rd Edition," Y-C Lee participated in translating the book in Korean. (2020) (Preview 1, 2) CONFERENCE PUBLICATIONS & PRESENTATIONS 41. M. Shariatfar, Y.-C. Lee*, A. Ahmad, S. Ferwati (2022). “Design Structure Matrices for Developing Urban Level Information Delivery Manuals," The International Conference on Sustainable Built Environment (SBE22 SEOUL), Seoul, Korea. 40. M. Scarpiniti, D. Comminiello, S. Scardapane, A. Uncini, Y.-C. Lee (2022). “CoVal-SGAN: A Complex-Valued Spectral GAN architecture for the effective audio data augmentation in construction sites," The IEEE WORLD CONGRESS ON COMPUTATIONAL INTELLIGENCE, IEEE. Padova, Italy. 39. M. Scarpiniti, E. Bini, M. Ferraro, A. Giannetti, D. Comminiello, Y.-C. Lee, A. Uncini (2022). “Leaky Echo State Network for Audio Classification in Construction Sites," The The Italian Workshop on Neural Networks (WIRN) 2022. Vietri sul Mare, Italy. 38. A. Deria, P. Ghannad, Y.-C. Lee* (2022). “Framework for Measuring Infrastructure Vulnerability and Resiliency of Communities during a Flood Disaster,” Construction Research Congress 2022 (CRC), Arlington, Virginia. 37. M. Shariatfar, A. Deria, Y.-C. Lee* (2022). “Digital Twin in Construction Safety and Its Implications for Automated Monitoring and Management,” Construction Research Congress 2022 (CRC), Arlington, Virginia. 36. A. Deria, P. Ghannad, Y.-C. Lee* (2022). “Integrating AI in an Audio-based Digital Twin for Autonomous Management of Roadway Construction,” Construction Research Congress 2022 (CRC), Arlington, Virginia. 35. P. Ghannad, Y.-C. Lee* (2021). “Developing an advanced automated modular housing design system using deep learning and Building Information Modeling (BIM),” Proceedings of ASCE International Conference on Computing in Civil Engineering (i3CE) 2019 Conference, Orlando, Florida. 34. M. Shariatfar, Y.-C. Lee* (2021). “Similarity Evaluation of the Predeveloped MVD Concepts for Improving Reusability of Existing MVDs,” Proceedings of CIB W78 Conference, Luxembourg. 33. A. Deria, P.Dominguez, Y.-C. Lee*, J.-W. Choi (2021). “A Sound-based Digital Twin Framework for Autonomous Update on Project Schedule in Civil Infrastructure Construction,” Proceedings of CIB W78 Conference, Luxembourg. 32. H. Tao, R. Mostafiz, M. Farris, P. Jenkins, C. Friedland, R. Rohli, Y.-C. Lee, A. Taghinezhad, S. Mithila, J. Lee, E. Gnan (2021). “Incentives and Barriers to Increased Freeboard to Enhance Flood Resilience with FloodSafeHome,” 2021 EPA Regional 6 Stormwater Conference, New Orleans, Louisiana, August 8-12, 2021. 31. M. Scarpiniti, D. Comminiello, S. Scardapane, A. Uncini, Y.-C. Lee (2021). “A Deep Recurrent Neural Network for Audio Classification in Construction Sites," The 28th European Association for Signal Processing (EURASIP) (pp. 810-814), IEEE. Amsterdam, Netherlands. https://doi.org/10.23919/ Eusipco47968.2020.9287802. 30. C. Friedland, M. Farris, P. Jenkins, Y.-C. Lee, R. Rohli, A. Taghinezhad, E. Gnan, R. Mostafiz, H. Tao (2020). “Incentives and Barriers to Increased Freeboard to Enhance Flood Resilience: Louisiana Perspectives,” 45th Annual Natural Hazards Research and Applications Workshop 2020, Virtual. 29. Y.-C. Lee*, P. Ghannad, J. Dimyadi, J.-K. Lee, W. Solihin and J. Zhang (2020). “A Comparative Analysis of Five Rule-Based Model Checking Platforms", 2020 CRC Conference, Tempe, AZ. 28. P. Ghannad, Y.-C. Lee* (2020). “Prioritization of Post-disaster Reconstruction of Transportation Network using an integrated AHP and Genetic Algorithm", 2020 CRC Conference, Tempe, AZ. 27. A. Deria, Y.-C. Lee* (2020). “Awareness Regarding Risks of Drug and Substance Abuse Among Construction Workers", 2020 CRC Conference, Tempe, AZ. 26. A. Deria, Y.-C. Lee* (2020). “Vulnerability of Lower Income Communities to Natural Disasters", 2020 CRC Conference, Tempe, AZ. 25. M. Shariatfar, Y.-C. Lee*, P. Ghannad (2020). “Urban-level Data Interoperability of Buildings and Civil Infrastructure Systems for Enhancing Disaster Resilience", 2020 CRC Conference, Tempe, AZ. 24. A. Maccagno, A. Mastropietro, U. Mazziotta, M. Scarpiniti, Y.-C. Lee, A. Uncini (2019). “A CNN Approach for Audio Classification in Construction Sites,” the 29th Italian Workshop on Neural Networks (WIRN 2019), Vietri sul Mare, Salerno, Italy 23. P. Ghannad, Y.-C. Lee*, J. Choi (2019). “Investigating Stakeholders' Perceptions of Feasibility and Implications of Modular Construction-Based Post-Disaster Reconstruction,” The Modular and Offsite Construction (MOC) Summit 2019, Banff, AB, Canada. 22. Y. Xie, Y.-C. Lee*, T. Costa, J. Park, J. Jui, J. Choi, Z. Zhang (2019). “Construction Data-Driven Dynamic Sound Data Training and Hardware Requirements for Autonomous Audio-based Site Monitoring,” The 2019 International Symposium on Automation and Robotics in Construction (ISARC) Banff, AB, Canada. 21. P. Ghannad, Y.-C. Lee*, C. Friedland, E. Yang (2019). “Optimizing the socioeconomic benefit of post-disaster strategy by prioritizing reconstruction of damaged facilities,” The 2019 ASCE International Conference on Computing in Civil Engineering (i3CE), Atlanta, GA. 20. Y.-C. Lee*, P. Ghannad, M. Shariatfar, J. Zhang, J.-K. Lee (2019). “Entity-based MVD Concept Module Generation for Development of New BIM Data Exchange Standards,” The 2019 ASCE International Conference on Computing in Civil Engineering (i3CE), Atlanta, GA. 19. Y. Xie, Y.-C. Lee*, M. Shariatfar, Z. D. Zhang, A. Rashidi, H. W. Lee (2019). “Historical Accident and Injury Database-driven Audio-based Autonomous Construction Safety Surveillance,” The 2019 ASCE International Conference on Computing in Civil Engineering (i3CE), Atlanta, GA. 18. T. Akanbi, J. Zhang, Y.-C. Lee (2019). “Level of Detail (LOD) Guideline for Wood Building Elements to Support BIM-Based Wood Construction Cost Estimation,” The 2019 ASCE International Conference on Computing in Civil Engineering (i3CE), Atlanta, GA. 17. B. Sherafat, A. Rashidi, Y.-C. Lee, C. R. Ahn (2019). “Automated Activity Recognition of Construction Equipment Using a Data Fusion Approach,” The 2019 ASCE International Conference on Computing in Civil Engineering (i3CE), Atlanta, GA. 16. P. Ghannad, Y.-C. Lee*, J. Dimyadi, W. Solihin, (2019). “Modularized BIM Data Validation Framework Integrating Visual Programming Language with LegalRuleML,” Advances in Informatics and Computing in Civil and Construction Engineering. Springer, Cham, 85-93 15. Y.-C. Lee*, P. Ghannad, J.-K. Lee (2019). “Reusability and Its Limitations of the Modules of Existing BIM Data Exchange Requirements for New MVDs,” Advances in Informatics and Computing in Civil and Construction Engineering. Springer, Cham, 103-110 14. W. Solihin, J. Dimyadi, Y.-C. Lee, (2019). “In search of open and practical language-driven BIM-based automated rule checking systems,” Advances in Informatics and Computing in Civil and Construction Engineering. Springer, Cham, 577-584 13. T. Zhang, Y.-C. Lee*, M. Scarpiniti, A. Uncini (2018). “A Supervised Machine Learning-based Sound Identification for Construction Activity Monitoring and Performance Evaluation,” 2018 CRC Conference, New Orleans, LA. 12. Y.-C. Lee*, P. Ghannad, N. Shang, C. Eastman, S. Barrett (2018). “Graphical Scripting Approach Integrated with Speech Recognition for BIM-based Rule Checking,” 2018 CRC Conference, New Orleans, LA. 11. T. Zhang, Y.-C. Lee*, Y. Zhu, J. Hernando (2018). “A Conversation Analysis Framework Using Speech Recognition and Naïve Bayes Classification for Construction Process Monitoring,” 2018 CRC Conference, New Orleans, LA. 10. T. Zhang, Y.-C. Lee*, S. Yang (2018). “Web-based Data Federation, Archiving, and Curating of Construction Activity and Operation Sounds,” 2018 CRC Conference, New Orleans, LA. 9. W. Solihin, J. Dimyadi, Y.-C. Lee , C. Eastman, R. Amor (2017). “The Critical Role of Accessible Data For BIM-Based Automated Rule Checking Systems” CIBW78, Crete, Greece. (Ranked among the top 9 papers of the 118 papers) 8. Y.-C. Lee*, E. Yang, C. Eastman, K. Roper (2017). “Modularized Validation of A Building Information Model According to the Specifications of the Facility Management Handover and COBIE” CIBW78, Crete, Greece. 7. C. Cho, Y.-C. Lee*, T. Zhang (2017). “Sound Recognition Techniques for Multi-Layered Construction Activities and Events,” IWCCE, Seattle, WA. (1st Place Best Paper Award) 6. W. Wei, C. Wang, Y.-C. Lee (2017). “BIM-based Construction Noise Hazard Prediction and Visualization for Occupational Safety and Health Awareness Improvement,” IWCCE, Seattle, WA. 5. Y.-C. Lee*, C. M. Eastman (2015). “The Validation Rules and Structure of a Building Information Model Pertaining to a Model View Definition”, Proceedings of the 32rd International CIB W78 Conference, Eindhoven, The Netherlands. 4. Y.-C. Lee*, C. M. Eastman, J.-K. Lee. (2015). “Automated Rule-Based Checking for the Validation of Accessibility and Visibility of a Building Information Model”, Proceedings of the ASCE International Workshop on Computing i in Civil Engineering Committee (IWCCE), Austin, Texas. 3. J.-K. Lee, C. M. Eastman, Y.-C. Lee. (2014). “Implementation of a BIM Domain-specific Language for the Building Environment Rule and Analysis”, ITC2014: International Conference on Innovative Technologies in Construction, Shenyang, China. 2. Y.-C. Lee, M.-J. Maing. (2013). “Advanced Building Skins’ Design by Mechanical Design Approach”, The 5th International Conference on Construction Engineering and Project Management (ICCEPM), Anaheim, Los Angeles. 1. M.-J. Maing, Y.-C. Lee. (2012). “Mechanical Design Approach and Its Virtual Mock-Up Test for a Building Retrofit Project, The 2nd International Conference on Computational Design in Engineering (CODE) Conference, JeJu, Seoul, South Korea.
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