OOIR: Observatory of International Research

Papers

(The TQCC of Advanced Engineering Informatics is 40. The table below lists those papers that are above that threshold based on CrossRef citation counts. The publications cover those that have been published in the past four years, i.e., from 2019-05-01 to 2023-05-01.)

Article	Citations
A survey of smart product-service systems: Key aspects, challenges and future perspectives	174
Applications of 3D point cloud data in the construction industry: A fifteen-year review from 2004 to 2018	168
BIM-enabled facilities operation and maintenance: A review	163
Times-series data augmentation and deep learning for construction equipment activity recognition	159
A deep learning-based approach for mitigating falls from height with computer vision: Convolutional neural network	111
Differential received signal strength based RFID positioning for construction equipment tracking	105
A novel data-driven graph-based requirement elicitation framework in the smart product-service system context	87
Intelligent fault diagnosis for rotating machinery using deep Q-network based health state classification: A deep reinforcement learning approach	78
Edge-cloud orchestration driven industrial smart product-service systems solution design based on CPS and IIoT	76
An Internet of Things-enabled BIM platform for modular integrated construction: A case study in Hong Kong	75
Multi-objective optimization design of a complex building based on an artificial neural network and performance evaluation of algorithms	72
Assessing the influence of repeated exposures and mental stress on human wayfinding performance in indoor environments using virtual reality technology	72
Towards an automatic engineering change management in smart product-service systems – A DSM-based learning approach	71
Construction automation and robotics for high-rise buildings over the past decades: A comprehensive review	71
A structural service innovation approach for designing smart product service systems: Case study of smart beauty service	70
Convolutional neural network: Deep learning-based classification of building quality problems	65
Efficient algorithms for mining up-to-date high-utility patterns	60
Locating electric vehicle charging stations with service capacity using the improved whale optimization algorithm	57
A design for disassembly tool oriented to mechatronic product de-manufacturing and recycling	57
BA-PNN-based methods for power transformer fault diagnosis	56
Modeling and simulation of complex manufacturing phenomena using sensor signals from the perspective of Industry 4.0	55
Xgboost application on bridge management systems for proactive damage estimation	54
Development of an IoT-based big data platform for day-ahead prediction of building heating and cooling demands	53
Parametric modelling and evolutionary optimization for cost-optimal and low-carbon design of high-rise reinforced concrete buildings	50
A new distributed time series evolution prediction model for dam deformation based on constituent elements	50

An automatic literature knowledge graph and reasoning network modeling framework based on ontology and natural language processing	49
One class based feature learning approach for defect detection using deep autoencoders	47
Sensor data reconstruction using bidirectional recurrent neural network with application to bridge monitoring	45
An augmented self-adaptive parameter control in evolutionary computation: A case study for the berth scheduling problem	44
A framework for data-driven informatization of the construction company	44
Smart robotic mobile fulfillment system with dynamic conflict-free strategies considering cyber-physical integration	44
Road pothole extraction and safety evaluation by integration of point cloud and images derived from mobile mapping sensors	43
Yard crane scheduling problem in a container terminal considering risk caused by uncertainty	42
State of the art in big data applications in microgrid: A review	40