Isolation forest
PulseAugur coverage of Isolation forest — every cluster mentioning Isolation forest across labs, papers, and developer communities, ranked by signal.
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AI framework detects foot anomalies to aid diabetic ulcer prevention
Researchers have developed a baseline feasibility study for an unsupervised anomaly detection framework using wearable foot sensors to help prevent diabetic foot ulcers. The study applied Isolation Forest and K-Nearest …
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New unsupervised method segments multilingual laughter in audio
Researchers have developed a new unsupervised method for segmenting acoustic laughter across multiple languages. This approach treats laughter detection as an anomaly detection problem on audio sequences, utilizing an I…
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AI framework SLEID enhances illicit account detection in Ethereum DeFi
Researchers have developed SLEID, a novel framework designed to detect illicit accounts within Ethereum's Decentralized Finance (DeFi) ecosystem. This self-learning ensemble-based system utilizes an Isolation Forest mod…
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Unsupervised ML detects heavy metal soil contamination for environmental risk assessment
Researchers have developed an unsupervised machine learning framework to identify heavy metal contamination in soils, focusing on urbanizing regions in Ghana. The study analyzed eight metals and health risk indices acro…