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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

Lie-Qing Lin

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Aug 2026

IA-AD: a contrastive framework with Inception-Attention for time series anomaly detection

IA-AD introduces a one-dimensional Inception-Attention encoder that combines multi-scale temporal convolutions with lightweight attention to capture short-term fluctuations and longer-range variations in multivariate time series anomaly detection.

Lie-Qing Lin, Zhenyu Liang, Yu-Chong Li et al. · 0 citations

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