Eric Haller appointed to lead Experian DataLabs globally
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"Clients are seeking innovative techniques and applications to capture the value that is hidden within their data assets. Experian DataLabs provide a safe and secure environment to partner with our clients to enable breakthrough data experimentation and innovation," said Haller. "In our labs, we're able to combine
Experian DataLabs are staffed by teams of Ph.D. scientists and applied research practitioners with expertise in advanced analytics and machine learning, as well as other advanced statistical methods. The labs can take advantage of
"We've had some fantastic early successes in
Recent Experian DataLabs engagements
- Proprietary recommender system that considers frequency, value, accuracy, diversity and novelty of data. One implementation runs more than 28 quintillion calculations and leverages insight from more than 5 billion transactions. The approaches include collaborative filtering and merchant similarity indexing.
- Historical spend probability calculation and algorithms where individual profiles for consumers and small businesses are updated daily with new transactions; alerts are generated when events take place that are outside of expected behavior parameters. One implementation runs daily updates on more than 120 million individual profiles.
- Income estimation derived from anonymized automated clearinghouse deposits using advanced clustering techniques. The process is able to identify more than 60 distinct income deposit patterns, and the output has been linked to assess direct deposit account liquidity risk and cross-sell product sequencing.
- Other projects include evaluating the impact of multiple social media data sets on commercial credit risk, improving point proximity estimation using geolocation data and assessing consumer sensitivity to changes in product pricing.
Cloud and Big Data environment
Experian DataLabs operate in a compliant, safe and secure environment for both internal and collaborative research to take place. Nearly a petabyte of data storage is provisioned by
"Given Experian DataLabs' success in
For upcoming news about
About
For more information, visit http://www.experian.com.
Contact:
1 714 830 5462
[email protected]
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