78 citations
- Monash UniversityAU4 papers
- The University of MelbourneAU3 papers
- Defence Science and Technology GroupAU1 paper
- École Polytechnique Fédérale de LausanneCH1 paper
- Fuzhou UniversityCN1 paper
- Minghsin University of Science and TechnologyTW1 paper
- NYU Langone HealthUS1 paper
- Singapore University of Technology and DesignSG1 paper
- University Hospital of BernCH1 paper
- University of BernCH1 paper
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Showing 2021Show all
3 papers · 1 filter
cs.SI2021
Real-time Spatio-temporal Event Detection on Geotagged Social Media
Yasmeen George, Shanika Karunasekera, Aaron Harwood +1
A key challenge in mining social media data streams is to identify events which are actively discussed by a group of people in a specific local or global area. Such events are usef…
cs.CV2021
Uncertainty guided semi-supervised segmentation of retinal layers in OCT images
Suman Sedai, Bhavna Antony, Ravneet Rai +5
Deep convolutional neural networks have shown outstanding performance in medical image segmentation tasks. The usual problem when training supervised deep learning methods is the l…
cs.HC2021★ 78 cited
AutoDS: Towards Human-Centered Automation of Data Science
Dakuo Wang, Josh Andres, Justin Weisz +2
Data science (DS) projects often follow a lifecycle that consists of laborious tasks for data scientists and domain experts (e.g., data exploration, model training, etc.). Only til…