Search Results - "Yinhai Wang"

Traffic Graph Convolutional Recurrent Neural Network: A Deep Learning Framework for Network-Scale Traffic Learning and Forecasting by Cui, Zhiyong, Henrickson, Kristian, Ke, Ruimin, Wang, Yinhai

“…Traffic forecasting is a particularly challenging application of spatiotemporal forecasting, due to the time-varying traffic patterns and the complicated…”
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Large-scale transportation network congestion evolution prediction using deep learning theory by Ma, Xiaolei, Yu, Haiyang, Wang, Yunpeng, Wang, Yinhai

“…Understanding how congestion at one location can cause ripples throughout large-scale transportation network is vital for transportation researchers and…”
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Uncovering urban human mobility from large scale taxi GPS data by Tang, Jinjun, Liu, Fang, Wang, Yinhai, Wang, Hua

“…Taxi GPS trajectories data contain massive spatial and temporal information of urban human activity and mobility. Taking taxi as mobile sensors, the…”
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An Improved Fuzzy Neural Network for Traffic Speed Prediction Considering Periodic Characteristic by Tang, Jinjun, Liu, Fang, Zou, Yajie, Zhang, Weibin, Wang, Yinhai

“…This paper proposes a new method in construction fuzzy neural network to forecast travel speed for multi-step ahead based on 2-min travel speed data collected…”
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Long short-term memory neural network for traffic speed prediction using remote microwave sensor data by Ma, Xiaolei, Tao, Zhimin, Wang, Yinhai, Yu, Haiyang, Wang, Yunpeng

“…•A Long Short-Term Memory Neural Network (LSTM) is developed for travel speed prediction.•The LSTM NN can capture the long-term temporal dependency for time…”
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Real-Time Bidirectional Traffic Flow Parameter Estimation From Aerial Videos by Ruimin Ke, Zhibin Li, Sung Kim, Ash, John, Zhiyong Cui, Yinhai Wang

“…Unmanned aerial vehicles (UAVs) are gaining popularity in traffic monitoring due to their low cost, high flexibility, and wide view range. Traffic flow…”
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Machine Vision Based Traffic Sign Detection Methods: Review, Analyses and Perspectives by Liu, Chunsheng, Li, Shuang, Chang, Faliang, Wang, Yinhai

“…Traffic signs recognition (TSR) is an important part of some advanced driver-assistance systems (ADASs) and auto driving systems (ADSs). As the first key step…”
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Mining smart card data for transit riders’ travel patterns by Ma, Xiaolei, Wu, Yao-Jan, Wang, Yinhai, Chen, Feng, Liu, Jianfeng

“…•We proposed an efficient and effective data-mining procedure that models the travel patterns of transit riders using the transit smart card data.•Transit…”
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Accessibility impacts of China’s high-speed rail network by Cao, Jing, Liu, Xiaoyue Cathy, Wang, Yinhai, Li, Qingquan

“…► Accessibility impacts of China’s high-speed rail are evaluated at macro level. ► Most cities have accessibility gain by HSR compared to their conventional…”
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Extracting Global Shipping Networks from Massive Historical Automatic Identification System Sensor Data: A Bottom-Up Approach by Wang, Zhihuan, Claramunt, Christophe, Wang, Yinhai

“…The increasing availability of big Automatic Identification Systems (AIS) sensor data offers great opportunities to track ship activities and mine…”
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Label-free prediction of cell painting from brightfield images by Cross-Zamirski, Jan Oscar, Mouchet, Elizabeth, Williams, Guy, Schönlieb, Carola-Bibiane, Turkki, Riku, Wang, Yinhai

“…Cell Painting is a high-content image-based assay applied in drug discovery to predict bioactivity, assess toxicity and understand mechanisms of action of…”
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A novel resilience analysis methodology for airport networks system from the perspective of different epidemic prevention and control policy responses by Guo, Jiuxia, Yang, Zongxin, Zhong, Qingwei, Sun, Xiaoqian, Wang, Yinhai

“…As the COVID-19 pandemic fades, the aviation industry is entering a fast recovery period. To analyze airport networks' post-pandemic resilience during the…”
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Two-echelon logistics delivery and pickup network optimization based on integrated cooperation and transportation fleet sharing by Wang, Yong, Peng, Shouguo, Xu, Chengcheng, Assogba, Kevin, Wang, Haizhong, Xu, Maozeng, Wang, Yinhai

“…•Vertical and horizontal synergies are combined to optimize logistics networks.•Customer and fleet sharing is considered to minimize total operating costs.•An…”
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A Two-Layer Model for Taxi Customer Searching Behaviors Using GPS Trajectory Data by Tang, Jinjun, Jiang, Han, Li, Zhibin, Li, Meng, Liu, Fang, Wang, Yinhai

“…This paper proposes a two-layer decision framework to model taxi drivers' customer-search behaviors within urban areas. The first layer models taxi drivers'…”
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Optimizing Minimum and Maximum Green Time Settings for Traffic Actuated Control at Isolated Intersections by Zhang, Guohui, Wang, Yinhai

“…Optimization of signal control at isolated intersections has been an important research focus in traffic engineering over the past few years. Due to its…”
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Design and experiment verification of a novel analysis framework for recognition of driver injury patterns: From a multi-class classification perspective by Zhu, Mengtao, Li, Yunjie, Wang, Yinhai

“…[Display omitted] •The injury pattern in crashes is modeled from a multi-class classification perspective for accurate recognition.•A machine learning based…”
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Not getting in too deep: A practical deep learning approach to routine crystallisation image classification by Milne, Jamie, Qian, Chen, Hargreaves, David, Wang, Yinhai, Wilson, Julie

“…Using a relatively small training set of ~16 thousand images from macromolecular crystallisation experiments, we compare classification results obtained with…”
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A fuzzy-based customer clustering approach with hierarchical structure for logistics network optimization by Wang, Yong, Ma, Xiaolei, Lao, Yunteng, Wang, Yinhai

“…•A hierarchical analysis structure for customer clustering is proposed to optimize the logistics network.•A fuzzy integration method is used to map the…”
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A Facile Approach to Prepare Black TiO₂ with Oxygen Vacancy for Enhancing Photocatalytic Activity by Chen, Shihao, Xiao, Yang, Wang, Yinhai, Hu, Zhengfa, Zhao, Hui, Xie, Wei

“…Black TiO₂ has triggered worldwide research interest due to its excellent photocatalytic properties. However, the understanding of its structure-property…”
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A real-time traffic control method for the intersection with pre-signals under the phase swap sorting strategy by Bie, Yiming, Liu, Zhiyuan, Wang, Yinhai

“…To deal with the conflicts between left-turn and through traffic streams and increase the discharge capacity, this paper addresses the pre-signal which is…”
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