# From Big Noise to Big Data: Toward the Verification of Large Data sets for Understanding Regional Retail Flows

> Research article (Geographical Analysis, 2015) · cited 72× · AI/ML

**Wikidata**: [openalex:W2158319633](https://www.wikidata.org/wiki/openalex:W2158319633)  
**Source**: https://4ort.xyz/entity/from-big-noise-to-big-data-toward-the-verification-of-large-data-sets-for-understanding-regional-retail-flows