SHANGHAI (Reuters) - U.S. e-commerce giant Amazon.com Inc's China unit will strengthen regulation of its online sales channels and has closed down a third-party store, the online retailer said on Thursday, after state media criticized Amazon and smaller local rival Dangdang for selling fake cosmetics.