In the vector case the discussion centres on the spurious polygon problem.Michael F. GoodchildMap Data ProcessingGoodchild MF (1980) The effects of generalization in geographical data encoding. In: Freeman A, P
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Deep learning has gained widespread applications in computer vision, thanks to its powerful learning and representation capabilities. The key to its success lies in two factors: the advancement of powerful GPU devices and the availability of large-scale labeled data [1]. However, obtaining a large ...
If the virologist believed that pathogenic viruses within the new group should be very different from each other in their number of spikes? This example illustrates our research question: Would people generalize initial experiences more broadly when they expect more variability between the learning set...
Instances of a workflow arrive dynamically at a data center to be scheduled and processed. A workflow instance Wi is associated with an arrival time ATi and a deadline DLi as well as DAG structure information such as the task size of each task TSij. In view of this, a workflow set is...
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the John C. Malone Associate Professor of computer science at the Whiting School of Engineering. “This has been a key area of our focus over the last five years and this new work takes an important step in that direction. The methods we’ve developed here are directly a...
Symbolic Regression (SR) on high-dimensional datasets often encounters significant challenges, resulting in models with poor generalization capabilities. W
To address the issue of hazardous lane-changing scenario construction in automated vehicle virtual testing, proposed a data-model-driven method for generally producing hazardous lane-changing scenarios. Based on emergency lane-changing data in NGSIM US10
Journal 2019, Computer Science ReviewVartika Puri, ... Parmeet Kaur Chapter Hierarchies in Data Modeling 10.1 Types of Hierarchies A generalization hierarchy can be either overlapping or disjoint. In an overlapping hierarchy, an entity can be a member of several subclasses. For example, people at...