Computer-Aided Civil and Infrastructure Engineering, Volume 35

Volume 35, Number 1, January 2020

Special Issue: Novel Computational Modelling of Connected and Automated Transport Systems
Introduction

• 
  Xiaobo Qu, Bart van Arem, Satish V. Ukkusuri:
  Introduction. 3

Original Articles

• 
  Yiming Bie, Xinyu Xiong, Yadan Yan, Xiaobo Qu:
  Dynamic headway control for high-frequency bus line based on speed guidance and intersection signal adjustment. 4-25
• 
  Yang Liu, Zhiyuan Liu, Hai L. Vu, Cheng Lyu:
  A spatio-temporal ensemble method for large-scale traffic state prediction. 26-44
• 
  Shukai Chen, Hua Wang, Qiang Meng:
  Solving the first-mile ridesharing problem using autonomous vehicles. 45-60
• 
  Yunyi Liang, Zhizhou Wu, Jia Hu:
  Road side unit location optimization for optimum link flow determination. 61-79
• 
  Bahman Madadi, Rob van Nes, Maaike Snelder, Bart van Arem:
  A bi-level model to optimize road networks for a mixture of manual and automated driving: An evolutionary local search algorithm. 80-96

Volume 35, Number 2, February 2020

Editorial

• 
  Khaled F. Abdelghany:
  Thirty-five years of raising the bars. 99-100

Original Articles

• 
  Faeze Ghofrani, Abhishek Pathak, Reza Mohammadi, Amjad J. Aref, Qing He:
  Predicting rail defect frequency: An integrated approach using fatigue modeling and data analytics. 101-115
• 
  Ning Zhang, Alice Alipour:
  A two-level mixed-integer programming model for bridge replacement prioritization. 116-133
• 
  Zhoujing Ye, Haocheng Xiong, Linbing Wang:
  Collecting comprehensive traffic information using pavement vibration monitoring data. 134-149
• 
  Ali Nejat, Roxana J. Javid, Souparno Ghosh, Saeed Moradi:
  A spatially explicit model of postdisaster housing recovery. 150-161
• 
  Mingzhu Wang, Jack C. P. Cheng:
  A unified convolutional neural network integrated with conditional random field for pipe defect segmentation. 162-177
• 
  Jishun Ou, Jingxin Xia, Yuqing Wang, Chen Wang, Zhenbo Lu:
  A data-driven approach to determining freeway incident impact areas with fuzzy and graph theory-based clustering. 178-199

Volume 35, Number 3, March 2020

Original Articles

• 
  Sin-Chi Kuok, Ka-Veng Yuen:
  Broad learning for nonparametric spatial modeling with application to seismic attenuation. 203-218
• 
  Mostafa Ameli, Jean-Patrick Lebacque, Ludovic Leclercq:
  Cross-comparison of convergence algorithms to solve trip-based dynamic traffic assignment problems. 219-240
• 
  Ali Lenjani, Chul Min Yeum, Shirley Dyke, Ilias Bilionis:
  Automated building image extraction from 360° panoramas for postdisaster evaluation. 241-257
• 
  Xiang Zhang, S. Travis Waller, Peng Jiang:
  An ensemble machine learning-based modeling framework for analysis of traffic crash frequency. 258-276
• 
  Niannian Wang, Xuefeng Zhao, Zheng Zou, Peng Zhao, Fei Qi:
  Autonomous damage segmentation and measurement of glazed tiles in historic buildings via deep learning. 277-291
• 
  Shanshan Yu, Jian Zhang:
  Fast bridge deflection monitoring through an improved feature tracing algorithm. 292-302

Volume 35, Number 4, April 2020

Original Articles

• 
  Sikai Chen, Yue Leng, Samuel Labi:
  A deep learning algorithm for simulating autonomous driving considering prior knowledge and temporal information. 305-321
• 
  Chen Xiong, Jin Huang, Xinzheng Lu:
  Framework for city-scale building seismic resilience simulation and repair scheduling with labor constraints driven by time-history analysis. 322-341
• 
  Wen Yi, Shuaian Wang, Abraham Zhang:
  Optimal transportation planning for prefabricated products in construction. 342-353
• 
  Tao Yin, Hong-ping Zhu:
  An efficient algorithm for architecture design of Bayesian neural network in structural model updating. 354-372
• 
  Jianghua Deng, Ye Lu, Vincent Cheng-Siong Lee:
  Concrete crack detection with handwriting script interferences using faster region-based convolutional neural network. 373-388

Industrial Application

• 
  Chaobo Zhang, Chih-Chen Chang, Maziar Jamshidi:
  Concrete bridge surface damage detection using a single-stage detector. 389-409

Volume 35, Number 5, May 2020

Editorial

• 
  Ludovic Leclercq:
  Editing a journal in the 21st century. 413-414

Original Articles

• 
  Pier Giuseppe Sessa, Valerio De Martinis, Francesco Corman:
  Filtering approaches for online train motion estimation with onboard power measurements. 415-429
• 
  Ahmed Jaad, Khaled F. Abdelghany:
  Modeling urban growth using video prediction technology: A time-dependent convolutional encoder-decoder architecture. 430-447
• 
  Jimin Kim, Hakpyeong Kim, TaeHoon Hong:
  Automated classification of indoor environmental quality control using stacked ensembles based on electroencephalograms. 448-464
• 
  Yasutaka Narazaki, Vedhus Hoskere, Tu A. Hoang, Yozo Fujino, Akito Sakurai, Billie F. Spencer Jr.:
  Vision-based automated bridge component recognition with high-level scene consistency. 465-482
• 
  Rebecca Napolitano, Branko Glisic:
  Hybrid physics-based modeling and data-driven method for diagnostics of masonry structures. 483-494
• 
  Xiao Pan, Tony T. Y. Yang:
  Postdisaster image-based damage detection and repair cost estimation of reinforced concrete buildings using dual convolutional neural networks. 495-510
• 
  Yu-Fei Liu, Xin Nie, Jiangsheng Fan, Xiao-Gang Liu:
  Image-based crack assessment of bridge piers using unmanned aerial vehicles and three-dimensional scene reconstruction. 511-529

Volume 35, Number 6, June 2020

Special Issue: Innovations in Structural Health Monitoring
Introduction

• 
  James L. Beck, Oreste S. Bursi, Masahiro Kurata:
  Introduction. 533

Original Articles

• 
  James Long, Oral Büyüköztürk:
  Collaborative duty cycling strategies in energy harvesting sensor networks. 534-548
• 
  Shang Jiang, Jian Zhang:
  Real-time crack assessment using deep neural networks with wall-climbing unmanned aerial system. 549-564
• 
  Apostolos Athanasiou, Arvin Ebrahimkhanlou, Jarrod Zaborac, Trevor D. Hrynyk, Salvatore Salamone:
  A machine learning approach based on multifractal features for crack assessment of reinforced concrete shells. 565-578
• 
  Seyed Omid Sajedi, Xiao Liang:
  Vibration-based semantic damage segmentation for large-scale structural health monitoring. 579-596
• 
  Mohsen Azimi, Gokhan Pekcan:
  Structural health monitoring using extremely compressed data through deep learning. 597-614
• 
  Jingyao Zhang, Takayoshi Aoki:
  A frequency-domain noniterative algorithm for structural parameter identification of shear buildings subjected to frequent earthquakes. 615-627

Industrial Application

• 
  Rosario Ceravolo, Giulia De Lucia, Gaetano Miraglia, Marica Leonarda Pecorelli:
  Thermoelastic finite element model updating with application to monumental buildings. 628-642

Volume 35, Number 7, July 2020

Announcement

• 
  Mark Spencer:
  Announcing the 2019 Hojjat Adeli Award for Innovation in Computing. 645

Editorial

• 
  Khalid M. Mosalam:
  Transdisciplinary, expediency, and rigor of CACAIE. 646-648
• 
  Lukasz Jankowski:
  Quality over quantity: The case of a model journal. 649

Original Articles

• 
  Mohammad Miralinaghi, Wubeshet Woldemariam, Dulcy M. Abraham, Sikai Chen, Samuel Labi, Zhibin Chen:
  Network-level scheduling of road construction projects considering user and business impacts. 650-667
• 
  Shangjia Dong, Tianbo Yu, Hamed Farahmand, Ali Mostafavi:
  Bayesian modeling of flood control networks for failure cascade characterization and vulnerability assessment. 668-684
• 
  FuTao Ni, Jian Zhang, Mohammad N. Noori:
  Deep learning for data anomaly detection and data compression of a long-span suspension bridge. 685-700
• 
  Yue Pan, Limao Zhang, Miroslaw J. Skibniewski:
  Clustering of designers based on building information modeling event logs. 701-718
• 
  Marcel Sala, Francesc Soriguera:
  Lane-changing and freeway capacity: A Bayesian inference stochastic model. 719-733
• 
  Baichuan Mo, Ruimin Li, Jingchen Dai:
  Estimating dynamic origin-destination demand: A hybrid framework using license plate recognition data. 734-752

Industrial Application

• 
  Saeed Arabi, Arya Haghighat, Anuj Sharma:
  A deep-learning-based computer vision solution for construction vehicle detection. 753-767

Volume 35, Number 8, August 2020

Editorial

• 
  Daniel P. Loucks:
  A tribute to Professor Hojjat Adeli on this 35th anniversary. 771-772
• 
  Edmundas Kazimieras Zavadskas:
  An exemplary journal and its impact on other journals. 773-774

Original Articles

• 
  Yuriko Okazaki, Shinichiro Okazaki, Shingo Asamoto, Pang-jo Chun:
  Applicability of machine learning to a crack model in concrete bridges. 775-792
• 
  Minghua Zeng, Min Wang, Yang Liu, Jiuh-Biing Sheu:
  Modeling evacuation route choices under influence of variable message signs. 793-817
• 
  M. B. Sushma, Avijit Maji:
  A modified motion planning algorithm for horizontal highway alignment development. 818-831
• 
  Zheng Tong, Dongdong Yuan, Jie Gao, Zhenjun Wang:
  Pavement defect detection with fully convolutional network and an uncertainty framework. 832-849
• 
  Yi Xia, Matthijs Langelaar, Max A. N. Hendriks:
  A critical evaluation of topology optimization results for strut-and-tie modeling of reinforced concrete. 850-869
• 
  Kaveh Karami, Pejman Fatehi, Azad Yazdani:
  On-line system identification of structures using wavelet-Hilbert transform and sparse component analysis. 870-886

Industrial Application

• 
  Dae Kun Kwon, Jae-Seung Hwang, Ahsan Kareem:
  Damping estimation using enhanced virtual dynamic shaker: A web-enabled framework. 887-901

Volume 35, Number 9, September 2020

Editorial

• 
  Dawei Wang, Markus Oeser:
  Outstanding journal leading the future development of civil and infrastructure engineering. 905-906
• 
  Wolfgang Graf:
  A groundbreaking journal for high technology and innovative computing in civil engineering. 907-908
• 
  Ahsan Kareem:
  Editing a journal in the digital age. 909-911
• 
  Masahiro Kurata:
  Genuinely prestigious journal beyond the borders. 912-913
• 
  Dimitrios G. Pavlou:
  A journal of outstanding scientific excellence in the era of digital revolution. 914-915
• 
  Xiaobo Qu:
  A diverse, transdisciplinary, and high-quality journal in the era of digital revolution. 916-917
• 
  Jose M. Roesset:
  A significant achievement for a very significant journal. 918
• 
  Paul M. Schonfeld:
  Key to the long-term excellence of a prestigious journal: A visionary and impactful editor. 919-920
• 
  Bart van Arem:
  35 years of excellence in computational methods for transportation science and technology. 921-922

Original Articles

• 
  Sha Tao, Changzhi Wu, Shao-Long Hu, Feng Xu:
  Construction project scheduling under workspace interference. 923-946
• 
  Chiung-Shiann Huang, Q. T. Le, W. C. Su, C. H. Chen:
  Wavelet-based approach of time series model for modal identification of a bridge with incomplete input. 947-964
• 
  Xiaochun Luo, Heng Li, Yantao Yu, Cheng Zhou, Dongping Cao:
  Combining deep features and activity context to improve recognition of activities of workers in groups. 965-978
• 
  Qi Fang, Heng Li, Xiaochun Luo, Chengqian Li, Wangpeng An:
  A sematic and prior-knowledge-aided monocular localization method for construction-related entities. 979-996
• 
  Carlos M. Gisbert, Jose Antonio Lozano-Galant, Ignacio Paya-Zaforteza, Jose Turmo:
  Calibration of the descent local search algorithm parameters using orthogonal arrays. 997-1008

Industrial Application

• 
  Ravneet Bajwa, Erdem Coleri, Ram Rajagopal, Pravin Varaiya, Christopher Flores:
  Pavement performance assessment using a cost-effective wireless accelerometer system. 1009-1022
• 
  Xuzhong Yan, Hong Zhang, Heng Li:
  Computer vision-based recognition of 3D relationship between construction entities for monitoring struck-by accidents. 1023-1038

Volume 35, Number 10, October 2020

Editorial

• 
  John E. Bolander:
  An enduring, high-quality benchmark within the publishing landscape. 1041
• 
  Max A. N. Hendriks:
  A journal in a league of its own with a personalized review system under a highly dedicated, engaging, and influential editor-in-chief. 1042-1043
• 
  Bruce R. Ellingwood:
  A model for scholarly journals. 1044-1045
• 
  Tony T. Y. Yang:
  A tribute to 35 years of high-impact research and outstanding leadership. 1046

Original Articles

• 
  Mostafa Ameli, Jean-Patrick Lebacque, Ludovic Leclercq:
  Simulation-based dynamic traffic assignment: Meta-heuristic solution methods with parallel computing. 1047-1062
• 
  Arman Ganji, Maryam Shekarrizfard, Aakash Harpalani, Jesse Coleman, Marianne Hatzopoulou:
  Methodology for spatio-temporal predictions of traffic counts across an urban road network and generation of an on-road greenhouse gas emission inventory. 1063-1084
• 
  Bartlomiej Blachowski, Andrzej Swiercz, Mariusz Ostrowski, Piotr Tauzowski, Piotr Olaszek, Lukasz Jankowski:
  Convex relaxation for efficient sensor layout optimization in large-scale structures subjected to moving loads. 1085-1100
• 
  Binaya Pudasaini, Mohsen Shahandashti:
  Topological surrogates for computationally efficient seismic robustness optimization of water pipe networks. 1101-1114
• 
  Xu Huang, Oh-Sung Kwon:
  An integrated simulation method for coupled dynamic systems. 1115-1131
• 
  Shuaichao Zhang, Lingxiao Zhou, Xiqun Michael Chen, Lei Zhang, Li Li, Meng Li:
  Network-wide traffic speed forecasting: 3D convolutional neural network with ensemble empirical mode decomposition. 1132-1147
• 
  Fan Wang, Yuren Chen, Jasper S. Wijnands, Jingqiu Guo:
  Modeling and interpreting road geometry from a driver's perspective using variational autoencoders. 1148-1159

Industrial Application

• 
  Jie Xu, Changqing Gui, Qinghua Han:
  Recognition of rust grade and rust ratio of steel structures based on ensembled convolutional neural network. 1160-1174

Volume 35, Number 11, November 2020

Special Issue: Computational Modelling of Pavement Materials and Multiscale Characterization
Introduction

• 
  Francisco J. Rodríguez-Lozano, Fernando León García, Juan Carlos Gámez-Granados, José M. Palomares, Joaquín Olivares:
  Benefits of ensemble models in road pavement cracking classification. 1194-1208
• 
  Jong-Hyun Jeong, Hongki Jo, Gregory Ditzler:
  Convolutional neural networks for pavement roughness assessment using calibration-free vehicle dynamics. 1209-1229
• 
  Linyi Yao, Qiao Dong, Jiwang Jiang, Fujian Ni:
  Deep reinforcement learning for long-term pavement maintenance planning. 1230-1245
• 
  Chaoyang Wu, Hao Wang, Jingnan Zhao, Xin Jiang, Yanjun Qiu:
  Asphalt pavement modulus backcalculation using surface deflections under moving loads. 1246-1260

Industrial Application

• 
  Zejiao Dong, Zhiyang Liu, Chen Yang, Xiangbing Gong:
  Viscosity characterization of confined bitumen considering microaggregate-bitumen interactions. 1261-1275
• 
  Shi Dong, Xian-Xun Yuan, Peiwen Hao:
  An advanced local calibration method for mechanistic-empirical pavement design. 1276-1290
• 
  Jingwei Liu, Xu Yang, Stephen Lau, Xin Wang, Sang Luo, Vincent Cheng-Siong Lee, Ling Ding:
  Automated pavement crack detection and segmentation based on two-step convolutional neural network. 1291-1305

Volume 35, Number 12, December 2020

Editorial

• 
  Eugenio Pellicer:
  The best of the field. 1309-1311
• 
  Ka-Veng Yuen:
  A unique journal by a unique editor in chief. 1312-1314

Original Articles

• 
  Neetesh Sharma, Armin Tabandeh, Paolo Gardoni:
  Regional resilience analysis: A multiscale approach to optimize the resilience of interdependent infrastructure. 1315-1330
• 
  Cheng Zhang, Wenlin Yao, Yang Yang, Ruihong Huang, Ali Mostafavi:
  Semiautomated social media analytics for sensing societal impacts due to community disruptions during disasters. 1331-1348
• 
  Nur Sila Gulgec, Martin Takác, Shamim N. Pakzad:
  Structural sensing with deep learning: Strain estimation from acceleration data for fatigue assessment. 1349-1364
• 
  Taoran Song, Hao Pu, Paul M. Schonfeld, Hong Zhang, Wei Li, Jianping Hu, Jie Wang:
  Mountain railway alignment optimization considering geological impacts: A cost-hazard bi-objective model. 1365-1386
• 
  Kamol Chandra Roy, Samiul Hasan, Pallab Mozumder:
  A multilabel classification approach to identify hurricane-induced infrastructure disruptions using social media data. 1387-1402
• 
  Jingjing Guo, Qian Wang, Yiting Li, Pengkun Liu:
  Façade defects classification from imbalanced dataset using meta learning-based convolutional neural network. 1403-1418

Industrial Application

• 
  Wenju Zhao, Guangwei Zhang, Jian Zhang:
  Cable force estimation of a long-span cable-stayed bridge with microwave interferometric radar. 1419-1433