Search Results - "Naji, Hasan A. H."

A Distributed VMD-BiLSTM Model for Taxi Demand Forecasting with GPS Sensor Data by Naji, Hasan A H, Xue, Qingji, Li, Tianfeng

“…With the ubiquitous deployment of mobile and sensor technologies in modes of transportation, taxis have become a significant component of public…”
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A Hypered Deep-Learning-Based Model of Hyperspectral Images Generation and Classification for Imbalanced Data by Naji, Hasan A. H., Li, Tianfeng, Xue, Qingji, Duan, Xindong

“…Recently, hyperspectral image (HSI) classification has become a hot topic in the geographical images research area. Sufficient samples are required for image…”
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Forecasting Taxi Demands Using Generative Adversarial Networks with Multi-Source Data by Naji, Hasan A. H., Xue, Qingji, Zhu, Huijun, Li, Tianfeng

“…As a popular transportation mode in urban regions, taxis play an essential role in providing comfortable and convenient services for travelers. For the sake of…”
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Investigating the Significant Individual Historical Factors of Driving Risk Using Hierarchical Clustering Analysis and Quasi-Poisson Regression Model by Naji, Hasan A H, Xue, Qingji, Zheng, Ke, Lyu, Nengchao

“…Driving risk varies substantially according to many factors related to the driven vehicle, environmental conditions, and drivers. This study explores the…”
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Understanding the Impact of Human Mobility Patterns on Taxi Drivers’ Profitability Using Clustering Techniques: A Case Study in Wuhan, China by Naji, Hasan, Wu, Chaozhong, Zhang, Hui

“…Taxi trajectories reflect human mobility over the urban roads’ network. Although taxi drivers cruise the same city streets, there is an observed variation in…”
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Towards understanding the impact of human mobility patterns on taxi drivers' income based on GPS data: A case study in Wuhan - China by Naji, Hasan A. H., Wu, Chaozhong, Zhang, Hui, Li, Liqun

“…Taxi trajectories can reflect human mobility over urban roads' network. Although taxi drivers cruise the same city roads, there is an observed variation in…”
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Research on taxi drivers' passenger hotspot selecting patterns based on GPS data: A case study in Wuhan by Liqun, Liu, Chaozhong, Wu, Hui, Zhang, Hasan, A. H. Naji, Wenhui, Chu, Charles, Atombo

“…Taxis are the most important components for public transit systems. The model of taxis is more flexible and convenient for passengers compared to other transit…”
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Examining contributing factors on driving risk of naturalistic driving using K-means clustering and ordered logit regression by Naji, Hasan A. H., Lyu, Nengchao, Wu, Chaozhong, Zhang, Hui

“…This paper investigates the contributing factors of the driving risk of naturalistic driving using k-means clustering and ordered logit regression. A…”
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