Improving OpenStreetMap missing building detection using few‐shot transfer learning in sub‐Saharan Africa
OpenStreetMap (OSM) has been intensively used to support humanitarian aid activities,
especially in the Global South. Its data availability in the Global South has been greatly …
especially in the Global South. Its data availability in the Global South has been greatly …
Rethink geographical generalizability with unsupervised self-attention model ensemble: A case study of openstreetmap missing building detection in africa
The recent advance of adapting pre-trained task-agnostic artificial intelligence (AI) models
leads to great successes in downstream tasks via fine-tuning, or low-resource (ie, few-shot …
leads to great successes in downstream tasks via fine-tuning, or low-resource (ie, few-shot …
Evaluating the usefulness of VGI from Waze for the reporting of flash floods
Using volunteered geographic information (VGI) to supplement disaster risk management
systems, including forecasting, risk assessment, and disaster recovery, is increasingly …
systems, including forecasting, risk assessment, and disaster recovery, is increasingly …
Human-machine hybrid prediction market: a promising sales forecasting solution for e-commerce enterprises
L Dong, H Zheng, L Li, L Hao - Electronic Commerce Research and …, 2022 - Elsevier
Integrating machine models and humans in the prediction market could generate hybrid
intelligence for sales forecasting which is of great significance to e-commerce enterprises …
intelligence for sales forecasting which is of great significance to e-commerce enterprises …
Remote Sensing and Deep Learning to Understand Noisy OpenStreetMap
The OpenStreetMap (OSM) project is an open-source, community-based, user-generated
street map/data service. It is the most popular project within the state of the art for …
street map/data service. It is the most popular project within the state of the art for …
Using gamification to increase map data production during humanitarian volunteered geographic information (VGI) campaigns
Volunteered geographic information (VGI) offers a solution to inequalities in authoritative
map data that can limit our response to humanitarian crises. However, sustaining voluntary …
map data that can limit our response to humanitarian crises. However, sustaining voluntary …
Prevalence and spatial patterns of major limb loss in the acholi sub-region of Uganda
JJ Huck, P Atim, EB Moro, M Nirmalan - Prosthesis, 2022 - mdpi.com
There is a widely reported yet poorly understood preponderance of major limb loss in
Northern Uganda, caused in large part by prolonged civil war. Access to rehabilitation …
Northern Uganda, caused in large part by prolonged civil war. Access to rehabilitation …
Centaur VGI: An evaluation of engagement, speed, and quality in hybrid humanitarian mapping
Volunteered geographic information (VGI) is often cited as a potential solution to persistent
global inequalities in map data, particularly in areas undergoing humanitarian crises. Poor …
global inequalities in map data, particularly in areas undergoing humanitarian crises. Poor …
[PDF][PDF] How digital geographies render value: Geofences, the blockchain, and the possibilities of slow alternatives
J Crampton - Knowledge and Digital Technology, 2024 - library.oapen.org
This chapter examines how digital geographies can be mobilized to create, capture, and
extract innovative forms of value that enable and deepen (post) neoliberal forms of urban …
extract innovative forms of value that enable and deepen (post) neoliberal forms of urban …
Do Urban Golf Courses Provide Barriers to Equitable Greenspace Access in the United States?
JC Ryan - Annals of the American Association of Geographers, 2023 - Taylor & Francis
Providing equitable access to greenspace requires innovative strategies in urban areas
where land is scarce and expensive. One potential solution is to make golf courses, which …
where land is scarce and expensive. One potential solution is to make golf courses, which …