Search Results - "Yao-Yi Chiang"

Efficient Deployment of Electric Vehicle Charging Infrastructure: Simultaneous Optimization of Charging Station Placement and Charging Pile Assignment by Zhang, Ying, Wang, Yanhao, Li, Fanyu, Wu, Bin, Chiang, Yao-Yi, Zhang, Xin

“…Charging infrastructure deployment is to seek the proper plan of settling charging stations and charging piles under multiple constraints, such as recharging…”
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Emerging trends in geospatial artificial intelligence (geoAI): potential applications for environmental epidemiology by VoPham, Trang, Hart, Jaime E, Laden, Francine, Chiang, Yao-Yi

“…Geospatial artificial intelligence (geoAI) is an emerging scientific discipline that combines innovations in spatial science, artificial intelligence methods…”
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A Constraint-based Routing and Charging Methodology for Battery Electric Vehicles with Deep Reinforcement Learning by Zhang, Ying, Li, Muyang, Chen, Yuanchang, Chiang, Yao-Yi, Hua, Yunpeng

“…Electric vehicle route planning (EVRP) is generated from the collaborative operation of smart grids and intelligent transportation systems. It has become an…”
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Traffic volume prediction for scenic spots based on multi‐source and heterogeneous data by Gao, Yuan, Chiang, Yao‐Yi, Zhang, Xiaoxi, Zhang, Min

“…Traffic prediction for scenic spots is an important topic in modeling an urban traffic system. Existing traffic prediction approaches typically use raw traffic…”
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Automatic alignment of contemporary vector data and georeferenced historical maps using reinforcement learning by Duan, Weiwei, Chiang, Yao-Yi, Leyk, Stefan, Uhl, Johannes H., Knoblock, Craig A.

“…With large amounts of digital map archives becoming available, automatically extracting information from scanned historical maps is needed for many domains…”
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Using dynamic time warping self-organizing maps to characterize diurnal patterns in environmental exposures by Li, Kenan, Sward, Katherine, Deng, Huiyu, Morrison, John, Habre, Rima, Franklin, Meredith, Chiang, Yao-Yi, Ambite, Jose Luis, Wilson, John P., Eckel, Sandrah P.

“…Advances in measurement technology are producing increasingly time-resolved environmental exposure data. We aim to gain new insights into exposures and their…”
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Automated Extraction of Human Settlement Patterns From Historical Topographic Map Series Using Weakly Supervised Convolutional Neural Networks by Uhl, Johannes H., Leyk, Stefan, Chiang, Yao-Yi, Duan, Weiwei, Knoblock, Craig A.

“…Information extraction from historical maps represents a persistent challenge due to inferior graphical quality and the large data volume of digital map…”
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Water, Sanitation, and Hygiene (WaSH) insecurity in unhoused communities of Los Angeles, California by Avelar Portillo, Lourdes Johanna, Kayser, Georgia L, Ko, Charlene, Vasquez, Angelica, Gonzalez, Jimena, Avelar, Diego Jose, Alvarenga, Nayib, Franklin, Meredith, Chiang, Yao-Yi

“…Access to water and sanitation is a basic human right; however, in many parts of the world, communities experience water, sanitation, and hygiene (WaSH)…”
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Combining Remote-Sensing-Derived Data and Historical Maps for Long-Term Back-Casting of Urban Extents by Uhl, Johannes H, Leyk, Stefan, Li, Zekun, Duan, Weiwei, Shbita, Basel, Chiang, Yao-Yi, Knoblock, Craig A

“…Spatially explicit, fine-grained datasets describing historical urban extents are rarely available prior to the era of operational remote sensing. However,…”
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W-TSS: A Wavelet-Based Algorithm for Discovering Time Series Shapelets by Li, Kenan, Deng, Huiyu, Morrison, John, Habre, Rima, Franklin, Meredith, Chiang, Yao-Yi, Sward, Katherine, Gilliland, Frank D., Ambite, José Luis, Eckel, Sandrah P.

“…Many approaches to time series classification rely on machine learning methods. However, there is growing interest in going beyond black box prediction models…”
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Applying Multivariate Segmentation Methods to Human Activity Recognition From Wearable Sensors' Data by Li, Kenan, Habre, Rima, Deng, Huiyu, Urman, Robert, Morrison, John, Gilliland, Frank D, Ambite, José Luis, Stripelis, Dimitris, Chiang, Yao-Yi, Lin, Yijun, Bui, Alex At, King, Christine, Hosseini, Anahita, Vliet, Eleanne Van, Sarrafzadeh, Majid, Eckel, Sandrah P

“…Time-resolved quantification of physical activity can contribute to both personalized medicine and epidemiological research studies, for example, managing and…”
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Map Archive Mining: Visual-Analytical Approaches to Explore Large Historical Map Collections by Uhl, Johannes H, Leyk, Stefan, Chiang, Yao-Yi, Duan, Weiwei, Knoblock, Craig A

“…Historical maps are unique sources of retrospective geographical information. Recently, several map archives containing map series covering large spatial and…”
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Multiple ground/aerial parcel delivery problem: a Weighted Road Network Voronoi Diagram based approach by Harn, Po-wei, Zhang, Ji, Shen, Ting, Wang, Wenlu, Jiang, Xunfei, Ku, Wei-Shinn, Sun, Min-Te, Chiang, Yao-Yi

“…The Multiple Ground/Aerial Parcel Delivery Problem (MGAPDP), an extension of the Ground/Aerial Parcel Delivery Problem (GAPDP), aims to find an optimal…”
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A Scalable Data Integration and Analysis Architecture for Sensor Data of Pediatric Asthma by Stripelis, Dimitris, Ambite, Jose Luis, Yao-Yi Chiang, Eckel, Sandrah P., Habre, Rima

“…According to the Centers for Disease Control, in the United States there are 6.8 million children living with asthma. Despite the importance of the disease,…”
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A Matching Algorithm Based on Voronoi Diagram for Multi-Scale Polygonal Residential Areas by Wu, Jianhua, Wan, Yangyang, Chiang, Yao-Yi, Fu, Zhongliang, Deng, Min

“…Matching spatial entities (e.g., polygonal residential areas) from sources of significantly different map scales is challenging. The reason is that the same…”
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A Review of Air Quality Modeling by Karroum, Khaoula, Lin, Yijun, Chiang, Yao-Yi, Ben Maissa, Yann, El Haziti, Mohamed, Sokolov, Anton, Delbarre, Hervé

“…Air quality models (AQMs) are useful for studying various types of air pollutions and provide the possibility to reveal the contributors of air pollutants…”
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A New Gabor Filter-Based Method for Automatic Recognition of Hatched Residential Areas by Wu, Jianhua, Wei, Pengjie, Yuan, Xiaofang, Shu, Zhigang, Chiang, Yao-Yi, Fu, Zhongliang, Deng, Min

“…Extracting residential areas from historical raster topographic maps benefits to analyze land type change. The existing algorithms have the shortcomings…”
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Optimal and efficient planning of charging stations for electric vehicles in urban areas: formulation, complexity and solutions by Zhang, Ying, Hua, Yunpeng, Kang, Ao, He, Jiyuan, Jia, Meng, Chiang, Yao-Yi

“…The deployment of charging infrastructure for electric vehicles is crucial in extending their range. Many studies on the charging infrastructure deployment…”
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Automatic and Accurate Extraction of Road Intersections from Raster Maps by Chiang, Yao-Yi, Knoblock, Craig A., Shahabi, Cyrus, Chen, Ching-Chien

“…Since maps are widely available for many areas around the globe, they provide a valuable resource to help understand other geospatial sources such as to…”
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Towards the automated large-scale reconstruction of past road networks from historical maps by Uhl, Johannes H., Leyk, Stefan, Chiang, Yao-Yi, Knoblock, Craig A.

“…Transportation infrastructure, such as road or railroad networks, represent a fundamental component of our civilization. For sustainable planning and informed…”
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