Complex Texture Contour Feature Extraction of Cracks in Timber Structures of Ancient Architecture Based on YOLO Algorithm by Jian Ma, Weidong Yan, Guoqi Liu, Shiyu Xing, Siqi Niu, Tong Wei

“…Deep learning has achieved good results in the crack detection of roads and bridges. However, the timber structures of ancient architecture have strong orthotropic anisotropy and complex microscopic structures, and the law of cracks development is extremely complex. …”
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Risk Oriented Design of Protective Highway Structures by Egidijus R. Vaidogas

“…The paper discusses how to apply a risk oriented approach to the design of protective components of road infrastructure. A simulation- based procedure developed for a design of a protective highway structure by means of a multi-attribute selection is suggested. …”
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Seismic resilience optimization of urban transportation network during emergency medical response: A case study in Tehran metropolis by Yaser Hosseini, Reza Karami Mohammadi

“…A Simulated Annealing-based framework is developed to maximize resilience. The optimization algorithm gives the maximum amount of needed resources and the optimal order of network recovery. …”
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DESIGN AND FIELD TEST OF FUZZY PID CONTROL SYSTEM OF ACTIVE SUSPENSION FOR BLUEBERRY HARVESTER by Cun Chu, Haibin Wang, Ruiqing Zhang, Zhiyong Chu

“…To mitigate these effects, an active suspension (AS) control system was developed. First, considering the coherence and time lag of the four-wheel tracks, the filtered white noise method was chosen to generate road excitations. …”
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Developing Arabic License Plate Recognition System Using Artificial Neural Network and Canny Edge Detection by Bydaa Ali Hussain, Mohammed Sadoon Hathal

“…In recent years, there has been expanding development in the vehicular part and the number of vehicles moving on the roads in all the sections of the country. …”
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Performance of a HER2 testing algorithm tailored for urothelial bladder cancer: A Bi-centre study by Aoling Huang, Yizhi Zhao, Feng Guan, Hongfeng Zhang, Bin Luo, Ting Xie, Shuaijun Chen, Xinyue Chen, Shuying Ai, Xianli Ju, Honglin Yan, Lin Yang, Jingping Yuan

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Using Multidimensional Data to Analyze Freeway Real-Time Traffic Crash Precursors Based on XGBoost-SHAP Algorithm by Jie Li, Yang Yang, Yanran Hu, Xinyuan Zhu, Naixuan Ma, Xiaojing Yuan

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A low-carbon scheduling method based on improved ant colony algorithm for underground electric transportation vehicles by Yizhe Zhang, Yinan Guo, Yao Huang, Shirong Ge

“…A specific energy consumption model for ETVs is formulated, considering factors such as road conditions, load, and driving state. To solve this problem, an improved ant colony optimization algorithm integrated with Q-learning (ACO-QL) is proposed. …”
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Basic aspects of methodology for justifying the performance characteristics of a tracked machine with electromechanical transmission by V. N. Kuznetsova, R. V. Romanenko

“…High rates of new territories development, the development of the construction and road-transport complex, mining and transportation of minerals is impossible without machinery and equipment. …”
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Model-Driven Clock Synchronization Algorithms for Random Loss of GNSS Time Signals in V2X Communications by Wei Hu, Jiajie Zhang, Ximing Cheng

“…An optimized Kalman-filter-based time compensation algorithm is then devised to compensate for time errors during PPS signal loss. …”
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Comparative study of indirect and direct feature extraction algorithms in classifying tea varieties using near-infrared spectroscopy by Xuefan Zhou, Xiaohong Wu, Bin Wu

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Developing a Prediction Model for Real-Time Incident Detection Leveraging User-Oriented Participatory Sensing Data by Md Tufajjal Hossain, Joyoung Lee, Dejan Besenski, Branislav Dimitrijevic, Lazar Spasovic

“…Real crash data from the New Jersey Department of Transportation (NJDOT) and crowdsourced data from Waze were matched using the Density-Based Spatial Clustering of Applications with Noise (DBSCAN) algorithm to differentiate true and false alerts. A binary logit model was constructed to reveal significant predictors such as time categories around peak hours, road type, report ratings, and crash type. …”
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DEVELOPMENT OF ANTI DROWSINESS AND ALERT SYSTEM FOR AUTOMOBILE DRIVERS by Nastaran Reza Nazar Zadeh, Ramerson Abais, Maxine Joie Mananqui, Jhon Person Cabarles, Eireena Patricia Estudillo, Mary Donnabell Rivera

“…Drowsy Driving has been one of the leading causes of traffic and road accidents. According to the National Safety Council (2021), sleepy driving causes 100,000 collisions and 71,0 injuries, including 1,550 deaths per year. …”
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Applying Machine Learning Algorithms for Spatial Modeling of Flood Susceptibility Prediction over São Paulo Sub-Region by Temitope Seun Oluwadare, Marina Pannunzio Ribeiro, Dongmei Chen, Masoud Babadi Ataabadi, Saba Hosseini Tabesh, Abiodun Esau Daomi

“…This study employs four ML algorithms—differential evolution (DE), naïve Bayes (NB), random forest (RF), and support vector machines (SVMs)—to develop flood susceptibility models using 16 predictor variables. …”
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Development of wireless electronic nose and using of remote monitoring by HU Ying, WANG Jun

“…The past research about it was focused on little road data or information transmission control, but rarely on multi-channel data transmission. …”
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Determination method for structuring specialists skilled in motor transport in the region by N. N. Yakunin, N. V. Yakunina, O. Yu. Frolov, I. Kh. Khasanov

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Digital-twin enabled evacuation to improve individual and community resilience of building occupants against indoor Fires: Framework and route-finding algorithm by Jonathan Koon Ngee Tan, Shuai Zhang, Adrian Wing-Keung Law, Sai Hung Cheung

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Factors Affecting Single and Multivehicle Motorcycle Crashes: Insights from Day and Night Analysis Using XGBoost-SHAP Algorithm by Panuwat Wisutwattanasak, Chamroeun Se, Thanapong Champahom, Rattanaporn Kasemsri, Sajjakaj Jomnonkwao, Vatanavongs Ratanavaraha

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Dynamic Error Modeling and Predictive Compensation for Direct-Drive Turntables Based on CEEMDAN-TPE-LightGBM-APC Algorithm by Manzhi Yang, Hao Ren, Shijia Liu, Bin Feng, Juan Wei, Hongyu Ge, Bin Zhang

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Analysis of methods and techniques for promoting passenger transport among the population of major and largest cities by Alexander A. Izyumsky, Irina N. Kotenkova, Tatyana V. Konovalova, Sofia L. Nadiryan

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