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

Author

T. Le

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Open access Aug 2026

CARTA: Context-Aware Dual Retrieval and Chain-of-Thought Task Allocation for Environment-Grounded Elderly Care

Enabling elderly individuals to age independently at home requires intelligent assistive systems that can understand complex care needs and coordinate appropriate responses. While large language models (LLMs) show promise for adaptive assistance, current eldercare systems suffer from critical limitations: they generate...

Thanh Son Le, Huu-Sy Le, Le Minh Toan Truong et al. · 0 citations
Conference Open access 2026

Spectrally-Regularized Graph Network with Disruption-Aware Training for Out-of-Distribution Robust Traffic Forecasting

SRGNet is proposed, a spectrally-regularized graph network combining three targeted innovations: spectral normalization on all weight matrices to bound the Lipschitz constant, disruption-aware training augmentation synthesizing incident-like flow drops, and stochastic depth creating an implicit ensemble.

Huu Dang Khoi Nguyen, T. Le · 0 citations
Conference Jul 2026

Toward Elderly-Care-Oriented Smart Home HAR via Sensor-Aligned Activity Taxonomy

Smart home environments provide a practical basis for privacy-preserving activity monitoring in elderly-care and independent living settings, where ambient sensors such as motion detectors and door contacts can observe daily routines without requiring any action or device from residents. However, ambient-sensor-based h...

Le Bao Ngoc Tran, Duc Dat Pham, Huu-Sy Le et al. · 0 citations

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