Single-Sensor AI Spots Bridge Damage From Bumpy Vehicle Rides
An unsupervised AI framework detects bridge condition changes from a single accelerometer by fusing time and frequency features and comparing ...
Tag: reconstruction error
Autoencoder Flags IoT Network Attacks with Near-Perfect Precision Under Extreme Imbalance
Most intrusion detection research is tested on artificially balanced datasets, where attack and benign records appear in equal numbers. A ...
Fuzzy autoencoder improves containment of adversarial malware
A fuzzy autoencoder classified none of 10,000 adversarially generated executable samples as legitimate and reached a reported safety-aware accuracy of ...
Dual-encoder AI framework sharpens anomaly detection in multivariate time series
Researchers at East China Jiaotong University have developed DE-SVDD, a dual-encoder framework that separates reconstruction learning from one-class boundary modeling ...
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Mothers who receive childcare support from maternal grandparents show more parental warmth, finds NTU Singapore study
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University of Seville Breaks 120-Year-Old Mystery, Revises a Key Einstein Concept
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Bee body mass, pathogens and local climate influence heat tolerance
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Researchers record first-ever images and data of a shark experiencing a boat strike
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Groundbreaking Clinical Trial Reveals Lubiprostone Enhances Kidney Function
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