Search Results - "Alhasoun, Fahad"
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Urban attractors: Discovering patterns in regions of attraction in cities
Published in PloS one (26-04-2021)“…Understanding the dynamics by which urban areas attract visitors is important in today's cities that are continuously increasing in population towards higher…”
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Street context of various demographic groups in their daily mobility
Published in Applied network science (01-12-2021)“…We present an urban science framework to characterize phone users’ exposure to different street context types based on network science, geographical…”
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Age density patterns in patients medical conditions: A clustering approach
Published in PLoS computational biology (26-06-2018)“…This paper presents a data analysis framework to uncover relationships between health conditions, age and sex for a large population of patients. We study a…”
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A data science framework for planning the growth of bicycle infrastructures
Published in Transportation research. Part C, Emerging technologies (01-06-2020)“…•Planning bike trips with novel data sources.•Using percolation theory to optimize cost and maximize global connectivity.•Network Science for detecting…”
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Streetify: Using Street View Imagery And Deep Learning For Urban Streets Development
Published in 2019 IEEE International Conference on Big Data (Big Data) (01-12-2019)“…The classification of streets on road networks has been focused on the vehicular transportational features of streets such as arterials, major roads, minor…”
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Conference Proceeding -
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Urban Street Contexts Classification Using Convolutional Neural Networks and Streets Imagery
Published in 2019 18th IEEE International Conference On Machine Learning And Applications (ICMLA) (01-12-2019)“…The classification of streets on road networks has been focused on the vehicular transportational features of streets. Examples of street labels include…”
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Conference Proceeding -
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Streetify: Using Street View Imagery And Deep Learning For Urban Streets Development
Published 18-11-2019“…The classification of streets on road networks has been focused on the vehicular transportational features of streets such as arterials, major roads, minor…”
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Probabilistic Programming Bots in Intuitive Physics Game Play
Published 05-04-2021“…Recent findings suggest that humans deploy cognitive mechanism of physics simulation engines to simulate the physics of objects. We propose a framework for…”
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Demographical Priors for Health Conditions Diagnosis Using Medicare Data
Published 07-12-2016“…This paper presents an example of how demographical characteristics of patients influence their susceptibility to certain medical conditions. In this paper, we…”
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Urban Attractors: Discovering Patterns in Regions of Attraction in Cities
Published 30-11-2016“…Understanding the dynamics by which urban areas attract visitors is significant for urban development in cities. In addition, identifying services that relate…”
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The path most travelled: Mining road usage patterns from massive call data
Published 03-03-2014“…Rapid urbanization places increasing stress on already burdened transportation systems, resulting in delays and poor levels of service. Billions of…”
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Journal Article