AIMC Topic: Environment Design

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Transferability of multivariate extreme value models for safety assessment by applying artificial intelligence-based video analytics.

Accident; analysis and prevention Mar 31, 2022
Traffic conflict techniques represent the state-of-the-art for road safety assessments. However, the lack of research on transferability of conflict-based crash risk models, which refers to applying the developed crash risk estimation models to a set...
Humans Artificial Intelligence Accidents, Traffic Safety Calibration Environment Design Australia Models, Statistical
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Visual Evaluation of Urban Streetscape Design Supported by Multisource Data and Deep Learning.

Computational intelligence and neuroscience Feb 7, 2022
This paper integrates classical design theory, multisource urban data, and deep learning to explore an accurate analytical framework in a new data environment, providing a scientific analysis path for the "where" and "how" of greenways in a high-dens...
Built Environment Residence Characteristics Environment Design Walking Deep Learning
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Machine Learning Algorithm Identifies the Importance of Environmental Factors for Hospital Discharge to Home of Stroke Patients using Wheelchair after Discharge.

Journal of stroke and cerebrovascular diseases : the official journal of National Stroke Association May 21, 2021
BACKGROUND AND PURPOSE: Physical environmental factors are generally likely to become barriers for discharge to home of wheelchair users, compared with non-wheelchair users. However, the importance of environmental factors has not been investigated a...
Machine Learning Decision Support Techniques Databases, Factual Humans Aged, 80 and over Male Treatment Outcome Clinical Decision-Making Female Aged Housing Stroke Rehabilitation Wheelchairs Patient Discharge Self-Help Devices Mobility Limitation Stroke Activities of Daily Living Environment Design Disability Evaluation
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Investigating the safety and operational benefits of mixed traffic environments with different automated vehicle market penetration rates in the proximity of a driveway on an urban arterial.

Accident; analysis and prevention Jan 23, 2021
Traffic congestion is monotonically increasing, especially in large cities, due to rapid urbanization. Traffic congestion not only deteriorates traffic operation and degrades traffic safety, but also imposes costs to the road users. The concerns asso...
Automobile Driving City Planning Humans Environment Design Automobiles Robotics Accidents, Traffic Safety
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Deep Learning-Based Object Detection, Localisation and Tracking for Smart Wheelchair Healthcare Mobility.

International journal of environmental research and public health Dec 24, 2020
This paper deals with the development of an Advanced Driver Assistance System (ADAS) for a smart electric wheelchair in order to improve the autonomy of disabled people. Our use case, built from a formal clinical study, is based on the detection, dep...
Persons with Disabilities Environment Design Wheelchairs Algorithms Deep Learning Humans
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Mapping and Discriminating Rural Settlements Using Gaofen-2 Images and a Fully Convolutional Network.

Sensors (Basel, Switzerland) Oct 25, 2020
New ongoing rural construction has resulted in an extensive mixture of new settlements with old ones in the rural areas of China. Understanding the spatial characteristic of these rural settlements is of crucial importance as it provides essential in...
Humans Neural Networks, Computer Decision Making China Housing Rural Population Environment Design
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The Role of Mobility Digital Ecosystems for Age-Friendly Urban Public Transport: A Narrative Literature Review.

International journal of environmental research and public health Oct 14, 2020
Within the context of the intersection of the global megatrends of urbanisation, ageing societies and digitalisation, this paper explores older people's mobility, with a particular interest in public transport, and a strong consideration of digital/I...
Artificial Intelligence Ecosystem Environment Design Humans Aged Transportation Cities Aged, 80 and over Urban Population
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Fuzzy-Based Approach Using IoT Devices for Smart Home to Assist Blind People for Navigation.

Sensors (Basel, Switzerland) Jun 30, 2020
The demand of devices for safe mobility of blind people is increasing with advancement in wireless communication. Artificial intelligent devices with multiple input and output methods are used for reliable data estimation based on maximum probability...
Persons with Visual Disabilities Fuzzy Logic Internet of Things Housing Humans Computer Simulation Artificial Intelligence Environment Design
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Smart Environments and Social Robots for Age-Friendly Integrated Care Services.

International journal of environmental research and public health May 27, 2020
The world is facing major societal challenges because of an aging population that is putting increasing pressure on the sustainability of care. While demand for care and social services is steadily increasing, the supply is constrained by the decreas...
Aged Quality of Life Environment Design Delivery of Health Care, Integrated Robotics Humans Independent Living Self-Help Devices
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The linkage between the perception of neighbourhood and physical activity in Guangzhou, China: using street view imagery with deep learning techniques.

International journal of health geographics Jul 25, 2019
BACKGROUND: Neighbourhood environment characteristics have been found to be associated with residents' willingness to conduct physical activity (PA). Traditional methods to assess perceived neighbourhood environment characteristics are often subjecti...
Random Allocation Deep Learning China Cities Residence Characteristics Humans Adult Environment Design Female Male Walking Exercise
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