Region Embedding with Adaptive Correlation Discovery for Predicting Urban Socioeconomic Indicators
Sign Up to like & getrecommendations! Published in 2025 at "IEEE Transactions on Knowledge and Data Engineering"
DOI: 10.1109/tkde.2025.3631025
Abstract: A recent trend in urban computing involves utilizing multi-modal data for urban region embedding, which can be further expanded in a variety of downstream urban sensing tasks. Many previous studies rely on multi-graph embedding techniques… read more here.
Keywords: region embedding; correlation discovery; region; multi graph ... See more keywords
Zero-Shot Learning With Attentive Region Embedding and Enhanced Semantics.
Sign Up to like & getrecommendations! Published in 2022 at "IEEE transactions on neural networks and learning systems"
DOI: 10.1109/tnnls.2022.3202014
Abstract: The performance of zero-shot learning (ZSL) can be improved progressively by learning better features and generating pseudosamples for unseen classes. Existing ZSL works typically learn feature extractors and generators independently, which may shift the unseen… read more here.
Keywords: semantics; attentive region; enhanced semantics; region embedding ... See more keywords