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- The University of MelbourneAU6 papers
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- Australian College of OptometryAU1 paper
- Dalian University of TechnologyCN1 paper
- Data61AU1 paper
- Defence Science and Technology GroupAU1 paper
- Duke UniversityUS1 paper
- École Polytechnique Fédérale de LausanneCH1 paper
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- IBM (Brazil)BR1 paper
25 papers
Toward the Automated Construction of Probabilistic Knowledge Graphs for the Maritime Domain
Fatemeh Shiri, Teresa Wang, Shirui Pan +5
International maritime crime is becoming increasingly sophisticated, often associated with wider criminal networks. Detecting maritime threats by means of fusing data purely relate…
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…
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…
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…
Interaction Between Coordinated and Droop Control PV Inverters
Peter Lusis, Lachlan L. H. Andrew, Ariel Liebman +1
Autonomous droop control PV inverters have improved voltage regulation compared to the inverters without grid support functions, but more flexible control techniques will be requir…
Invariance Principles and Observability in Switched Systems with an Application in Consensus
Ti-Chung Lee, Ying Tan, Youfeng Su +1
Using any nonnegative function with a nonpositive derivative along trajectories to define a virtual output, the classic LaSalle invariance principle can be extended to switched non…