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cs.LG2025
A Survey of TinyML Applications in Beekeeping for Hive Monitoring and Management
Willy Sucipto, Jianlong Zhou, Ray Seung Min Kwon +1
Honey bee colonies are essential for global food security and ecosystem stability, yet they face escalating threats from pests, diseases, and environmental stressors. Traditional h…
cs.CY2025
Explainable AI Systems Must Be Contestable: Here's How to Make It Happen
Catarina Moreira, Anna Palatkina, Dacia Braca +4
As AI regulations around the world intensify their focus on system safety, contestability has become a mandatory, yet ill-defined, safeguard. In XAI, "contestability" remains an em…
cs.CY2025
E-LENS: User Requirements-Oriented AI Ethics Assurance
Jianlong Zhou, Fang Chen
Despite the much proliferation of AI ethical principles in recent years, there is a challenge of assuring AI ethics with current AI ethics frameworks in real-world applications. Wh…