Articles with "predictive clustering" as a keyword



Semi-Supervised Multi-Label Classification of Land Use/Land Cover in Remote Sensing Images With Predictive Clustering Trees and Ensembles

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Published in 2024 at "IEEE Transactions on Geoscience and Remote Sensing"

DOI: 10.1109/tgrs.2024.3426981

Abstract: The task of remote sensing image (RSI) classification has been studied extensively in the geoscience and remote sensing (RS) community. While deep learning methods have shown great success in solving this task, their reliance on… read more here.

Keywords: classification; predictive clustering; land; semi supervised ... See more keywords

1359-P: Predictive Clustering of Type 2 Diabetes Phenotypes for Targeted Risk Management Using Health Checkup Data

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Published in 2025 at "Diabetes"

DOI: 10.2337/db25-1359-p

Abstract: Introduction and Objective: This study introduces a novel predictive clustering method to stratify Type 2 Diabetes (T2D) risk, overcoming the limitations of traditional clustering methods. By leveraging feature importance profiles, this approach provides a more… read more here.

Keywords: predictive clustering; health checkup; risk; type diabetes ... See more keywords