Identifying and characterizing suicide decedent subtypes using deep embedded clustering
Sign Up to like & getrecommendations! Published in 2025 at "Scientific Reports"
DOI: 10.1038/s41598-025-07007-4
Abstract: Subtypes of suicide decedents have not been studied at a population level using linked clinical and public health surveillance records. Identifying suicide subtypes can help facilitate the development and deployment of population-level prevention strategies. This… read more here.
Keywords: suicide decedent; embedded clustering; identifying characterizing; population level ... See more keywords
A deep embedded clustering method for location-specific driving safety profiling using trajectory data
Sign Up to like & getrecommendations! Published in 2025 at "Scientific Reports"
DOI: 10.1038/s41598-025-25538-8
Abstract: Understanding driver behavior is critical for enhancing road safety and enabling proactive interventions. While prior studies have largely focused on driver-specific profiles (e.g., aggressive, cautious, safe), such approaches overlook the fact that crashes are often… read more here.
Keywords: specific driving; trajectory data; location; location specific ... See more keywords
Multi-Modal Deep Embedded Clustering (MM-DEC): A Novel Framework for Mineral Detection Using Hyperspectral Imagery
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DOI: 10.1109/access.2025.3554837
Abstract: Identification of minerals through remote sensing imagery plays an important role in mineral exploration, especially when ground truth data or field work is not accessible. Hyperspectral imaging, which collects information from hundreds of narrow spectral… read more here.
Keywords: embedded clustering; multi modal; clustering dec; index ... See more keywords
Cluster Analysis of Slope Hazard Seismic Recordings Based Upon Unsupervised Deep Embedded Clustering
Sign Up to like & getrecommendations! Published in 2023 at "Seismological Research Letters"
DOI: 10.1785/0220230011
Abstract: Slope disasters, such as landslides and rockfalls, can cause significant safety issues for land and road use in many countries. Therefore, it is important to have effective monitoring and early warning systems in place. Although… read more here.
Keywords: seismic recordings; slope; deep embedded; cluster analysis ... See more keywords