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cs.LG2024
Comparative Analysis of Machine Learning-Based Imputation Techniques for Air Quality Datasets with High Missing Data Rates
Sen Yan, David J. O'Connor, Xiaojun Wang +3
Urban pollution poses serious health risks, particularly in relation to traffic-related air pollution, which remains a major concern in many cities. Vehicle emissions contribute to…
cs.LG2024
Dynamic Indoor Fingerprinting Localization based on Few-Shot Meta-Learning with CSI Images
Jiyu Jiao, Xiaojun Wang, Chenpei Han +2
While fingerprinting localization is favored for its effectiveness, it is hindered by high data acquisition costs and the inaccuracy of static database-based estimates. Addressing…