OOIR: Observatory of International Research

Papers

(The H4-Index of Computer-Aided Civil and Infrastructure Engineering is 42. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2021-08-01 to 2025-08-01.)

Article	Citations
	158
Introduction	105
Response to discussion on “Simultaneous Optimization of 3‐D Alignments and Station Locations for Dedicated High‐Speed Railways,” Computer‐Aided Civil and Infrastructure Engineering, 37:4, March	102
Issue Information ‐ TOC	101
Parallel heterogeneous data‐fusion convolutional neural networks for improved rail bridge strike detection	101
Geoacoustic and geophysical data‐driven seafloor sediment classification through machine learning algorithms with property‐centered oversampling techniques	83
Issue Information	82
A dynamic neural network model for the identification of asbestos roofings in hyperspectral images covering a large regional area	80
Deep generative Bayesian optimization for sensor placement in structural health monitoring	78
Infrastructure deterioration modeling with an inhomogeneous continuous time Markov chain: A latent state approach with analytic transition probabilities	72
Genetic algorithm optimized frequency‐domain convolutional blind source separation for multiple leakage locations in water supply pipeline	69
	69
Using machine learning to analyze and predict construction task productivity	67
A hierarchical progressive recognition network for building change detection in high‐resolution remote sensing images	64
Aggregation formulation for on‐site multidepot vehicle scheduling scenario	64
A structure‐oriented loss function for automated semantic segmentation of bridge point clouds	61
Aeroelastic force prediction via temporal fusion transformers	61
Vision‐based fatigue crack automatic perception and geometric updating of finite element model for welded joint in steel structures	60
Cover Image, Volume 39, Issue 7	59
Cover Image, Volume 39, Issue 7	59
Multi‐stage detection of warped ceiling panel using ensemble vision models for automated localization and quantification	59
Cover Image, Volume 38, Issue 5	55
Cover Image, Volume 37, Issue 14	52
Cover Image, Volume 38, Issue 9	51
Tiny‐Crack‐Net: A multiscale feature fusion network with attention mechanisms for segmentation of tiny cracks	50

A deep learning framework based on improved self‐supervised learning for ground‐penetrating radar tunnel lining inspection	50
	49
Damage‐level classification considering both correlation between image and text data and confidence of attention map	49
Issue Information	49
Issue Information	48
Bolt loosening assessment using ensemble vision models for automatic localization and feature extraction with target‐free perspective adaptation	47
Training of construction robots using imitation learning and environmental rewards	47
A 2D‐connected automated vehicle car‐following control algorithm	46
Issue Information	46
	46
An adversarial diverse deep ensemble approach for surrogate‐based traffic signal optimization	45
An automation solution to convert CAD engineering drawings into railroad station models	45
Deep spatial‐temporal embedding for vehicle trajectory validation and refinement	44
A coordinated ramp metering framework based on heterogeneous causal inference	44
A deep learning‐based image captioning method to automatically generate comprehensive explanations of bridge damage	43
Integrating spatial and channel attention mechanisms with domain knowledge in convolutional neural networks for friction coefficient prediction	42
Cover Image, Volume 39, Issue 16	42