Jack C. P. Cheng

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 31

Top Topics

Convolutional Neural Network

Defect Detection

Construction Industry

Top Venues

Adv. Eng. Informatics

J. Comput. Civ. Eng.

J. Inf. Technol. Constr.

Publications

Hao Liu, Vincent J. L. Gan, Jack C. P. Cheng, Shanjing Alexander Zhou
Automatic Fine-Grained BIM element classification using Multi-Modal deep learning (MMDL). Adv. Eng. Informatics 61 (2024)
Xingyu Tao, Zhaoji Wu, Yuqing Xu, Chengliang Zheng, Yihai Fang, Moumita Das, Hao Liu, Xingbo Gong, Jack C. P. Cheng
Smarter smart contracts for automatic BIM metadata compliance checking in blockchain-enabled common data environment. Adv. Eng. Informatics 62 (2024)
Fenghua Liu, Wenli Liu, Ang Li, Jack C. P. Cheng
Geotechnical risk modeling using an explainable transfer learning model incorporating physical guidance. Eng. Appl. Artif. Intell. 137 (2024)
Yuqing Xu, Xingyu Tao, Moumita Das, Helen H. L. Kwok, Hao Liu, Karina K. L. Kuan, Alexis K. H. Lau, Jack C. P. Cheng
A blockchain-based framework for carbon management towards construction material and product certification. Adv. Eng. Informatics 61 (2024)
Xingyu Tao, Peter Kok-Yiu Wong, Yuqing Xu, Yuhan Liu, Xingbo Gong, Chengliang Zheng, Moumita Das, Jack C. P. Cheng
Smart contract swarm and multi-branch structure for secure and efficient BIM versioning in blockchain-aided common data environment. Comput. Ind. 149 (2023)
Liu Yang, Hoon Sohn, Zhanxiong Ma, Ikgeun Jeon, Peipei Liu, Jack C. P. Cheng
Real-time layer height estimation during multi-layer directed energy deposition using domain adaptive neural networks. Comput. Ind. 148 (2023)
Jack C. P. Cheng, Changhao Song, Xiao Zhang, Zhengyi Chen
Pose Graph Relocalization with Deep Object Detection and BIM-Supported Object Landmark Dictionary. J. Comput. Civ. Eng. 37 (5) (2023)
Zaolin Pan, Cheng Su, Yichuan Deng, Jack C. P. Cheng
Image2Triplets: A computer vision-based explicit relationship extraction framework for updating construction activity knowledge graphs. Comput. Ind. 137 (2022)
Peter Kok-Yiu Wong, Han Luo, Mingzhu Wang, Jack C. P. Cheng
Enriched and discriminative convolutional neural network features for pedestrian re-identification and trajectory modeling. Comput. Aided Civ. Infrastructure Eng. 37 (5) (2022)
Jack C. P. Cheng, Kwok Ho Poon, Peter Kok-Yiu Wong
Long-Time gap crowd prediction with a Two-Stage optimized spatiotemporal Hybrid-GCGRU. Adv. Eng. Informatics 54 (2022)
Kwok Ho Poon, Peter Kok-Yiu Wong, Jack C. P. Cheng
Long-time gap crowd prediction using time series deep learning models with two-dimensional single attribute inputs. Adv. Eng. Informatics 51 (2022)
Hao Liu, Jack C. P. Cheng, Vincent J. L. Gan, Shanjing Zhou
A novel Data-Driven framework based on BIM and knowledge graph for automatic model auditing and Quantity Take-off. Adv. Eng. Informatics 54 (2022)
Peter Kok-Yiu Wong, Han Luo, Mingzhu Wang, Pak Him Leung, Jack C. P. Cheng
Recognition of pedestrian trajectories and attributes with computer vision and deep learning techniques. Adv. Eng. Informatics 49 (2021)
Min Deng, Yi Tan, Jyoti Singh, Ajay Joneja, Jack C. P. Cheng
A BIM-based framework for automated generation of fabrication drawings for façade panels. Comput. Ind. 126 (2021)
Mingzhu Wang, Jack C. P. Cheng
A unified convolutional neural network integrated with conditional random field for pipe defect segmentation. Comput. Aided Civ. Infrastructure Eng. 35 (2) (2020)
Keyu Chen, Weiwei Chen, Jack C. P. Cheng, Qian Wang
Developing Efficient Mechanisms for BIM-to-AR/VR Data Transfer. J. Comput. Civ. Eng. 34 (5) (2020)
Jun Ma, Jack C. P. Cheng, Yuexiong Ding, Changqing Lin, Feifeng Jiang, Mingzhu Wang, Chong Zhai
Transfer learning for long-interval consecutive missing values imputation without external features in air pollution time series. Adv. Eng. Informatics 44 (2020)
Jun Ma, Jack C. P. Cheng, Feifeng Jiang, Vincent J. L. Gan, Mingzhu Wang, Chong Zhai
Real-time detection of wildfire risk caused by powerline vegetation faults using advanced machine learning techniques. Adv. Eng. Informatics 44 (2020)
Srinath Shiv Kumar, Mingzhu Wang, Dulcy M. Abraham, Mohammad R. Jahanshahi, Tom Iseley, Jack C. P. Cheng
Deep Learning-Based Automated Detection of Sewer Defects in CCTV Videos. J. Comput. Civ. Eng. 34 (1) (2020)
Min Deng, Vincent J. L. Gan, Yi Tan, Ajay Joneja, Jack C. P. Cheng
Automatic generation of fabrication drawings for façade mullions and transoms through BIM models. Adv. Eng. Informatics 42 (2019)
Songfei Wu, Qiyu Shen, Yichuan Deng, Jack C. P. Cheng
Natural-language-based intelligent retrieval engine for BIM object database. Comput. Ind. 108 (2019)
Keyu Chen, Weiwei Chen, Chun Ting Li, Jack C. P. Cheng
A BIM-based location aware AR collaborative framework for facility maintenance management. J. Inf. Technol. Constr. 24 (2019)
Vincent J. L. Gan, C. L. Wong, Kam Tim Tse, Jack C. P. Cheng, Irene M. C. Lo, Chun Man Chan
Parametric modelling and evolutionary optimization for cost-optimal and low-carbon design of high-rise reinforced concrete buildings. Adv. Eng. Informatics 42 (2019)
Jun Ma, Yuexiong Ding, Jack C. P. Cheng, Yi Tan, Vincent J. L. Gan, Jingcheng Zhang
Analyzing the Leading Causes of Traffic Fatalities Using XGBoost and Grid-Based Analysis: A City Management Perspective. IEEE Access 7 (2019)
Weiwei Chen, Keyu Chen, Jack C. P. Cheng
Towards an Ontology-based Approach for Information Interoperability Between BIM and Facility Management. EG-ICE (2018)
Qian Wang, Hoon Sohn, Jack C. P. Cheng
Automatic As-Built BIM Creation of Precast Concrete Bridge Deck Panels Using Laser Scan Data. J. Comput. Civ. Eng. 32 (3) (2018)
Mingzhu Wang, Jack C. P. Cheng
Development and Improvement of Deep Learning Based Automated Defect Detection for Sewer Pipe Inspection Using Faster R-CNN. EG-ICE (2018)
Yongze Song, Xiangyu Wang, Yi Tan, Peng Wu, Monty Sutrisna, Jack C. P. Cheng, Keith Hampson
Trends and Opportunities of BIM-GIS Integration in the Architecture, Engineering and Construction Industry: A Review from a Spatio-Temporal Statistical Perspective. ISPRS Int. J. Geo Inf. 6 (12) (2017)
Qian Wang, Jack C. P. Cheng, Hoon Sohn
Automated Estimation of Reinforced Precast Concrete Rebar Positions Using Colored Laser Scan Data. Comput. Aided Civ. Infrastructure Eng. 32 (9) (2017)
M. A. Jun, Jack C. P. Cheng
Selection of target LEED credits based on project information and climatic factors using data mining techniques. Adv. Eng. Informatics 32 (2017)
Xin Liu, Xiangyu Wang, Graeme Wright, Jack C. P. Cheng, Xiao Li, Rui Liu
A State-of-the-Art Review on the Integration of Building Information Modeling (BIM) and Geographic Information System (GIS). ISPRS Int. J. Geo Inf. 6 (2) (2017)
Vincent J. L. Gan, Jack C. P. Cheng
Formulation and analysis of dynamic supply chain of backfill in construction waste management using agent-based modeling. Adv. Eng. Informatics 29 (4) (2015)
Jack C. P. Cheng, Yichuan Deng, Chimay J. Anumba
Mapping BIM schema and 3D GIS schema semi-automatically utilizing linguistic and text mining techniques. J. Inf. Technol. Constr. 20 (2015)
Jack C. P. Cheng, Qiqi Lu
A review of the efforts and roles of the public sector for BIM adoption worldwide. J. Inf. Technol. Constr. 20 (2015)
Yichuan Deng, Jack C. P. Cheng
Automatic Transformation of Different Levels of Detail in 3D GIS City Models in CityGML. Int. J. 3 D Inf. Model. 4 (3) (2015)
Jack C. P. Cheng, Moumita Das
A BIM-based web service framework for green building energy simulation and code checking. J. Inf. Technol. Constr. 19 (2014)
Jack C. P. Cheng, Vignesh Venkataraman
Collaborative System for HK-BEAM Green Building Certification. CDVE (2012)
Jack C. P. Cheng, Moumita Das
Improving Collaboration in the Construction Industry through Context-Aware Web Services. CDVE (2011)
Jack C. P. Cheng, Lauren Y. H. Ma
RFID Supported Cooperation for Construction Waste Management. CDVE (2011)
Jack C. P. Cheng, Kincho H. Law, Hans Bjornsson, Albert T. Jones, Ram D. Sriram
Modeling and monitoring of construction supply chains. Adv. Eng. Informatics 24 (4) (2010)