Trajectory data, eg mobility data, is often sparse and incomplete.
To solve it, see our #newpaper: Multiple-level Point Embedding for Solving Human Trajectory Imputation with Prediction in ACM Trans.on Spatial Algorithms and Systems
https://doi.acm.org?doi=3582427
Preprint: https://arxiv.org/abs/2301.04482
#data #imputation #trajectory #timeseries #spatiotemporal #ML #attention
Sparsity is a common issue in many trajectory datasets, including human mobility data. This issue frequently brings more difficulty to relevant learning tasks, such as trajectory imputation and prediction. Nowadays, little existing work simultaneously ...
It’s time for some #introductions
#UNSW is a significant world player in the development of #ArtificialIntelligence (AI), #DataScience (#DS) and MachineLearning (#ML) technology.
UNSW’s extensive track record in the #ResearchAndDevelopment of #AI and its application is well recognised globally. Our academic staff hold many prestigious fellowships, and our staff, students and alumni have started many AI technology enterprises.
We will be sharing about our #projects and #innovations and look forward to building new #collaborations
Also our #robots 🤖 are some of the best #soccer (#football) players in the world.
Write a 700 word statement of purpose for admission to a PhD program in information science at University of Colorado Boulder. The applicant wants to study human-computer interaction with a focus on online communities, and has research experience as a collaborator on an interview study about Blac...
Bad reasons to reject good papers and vice versa by Peter Sewell along with examples of satirical peer review comments specific to PL but quite spot on across all areas of CS https://m-cacm.acm.org/blogs/blog-cacm/267440-bad-reasons-to-reject-good-papers-and-vice-versa/fulltext
Quite shattered now. First full day back to work and of course now I’ve very sore.
Tomorrow we host our industry advisory board with #microsoft and #vodafone and #commbank etc and school meeting and farewells and our research forum with @flosalim and Sri as speakers (both of whom serve on the @ARC_Tracker) college of experts.
Computer Science and Engineering #unsw