Fast record linkage for company entities
Record linkage is an essential part of nearly all real-world systems that consume structured
and unstructured data coming from different sources. Typically no common key is available …
and unstructured data coming from different sources. Typically no common key is available …
Siamese graph neural networks for data integration
Data integration has been studied extensively for decades and approached from different
angles. However, this domain still remains largely rule-driven and lacks universal …
angles. However, this domain still remains largely rule-driven and lacks universal …
Data series similarity using correlation-aware measures
The increased availability of unprecedented amounts of sequential data (generated by
Internet-of-Things, as well as scientific applications) has led in the past few years to a …
Internet-of-Things, as well as scientific applications) has led in the past few years to a …
[PDF][PDF] Hidden Layer Models for Company Representations and Product Recommendations.
An increasing amount of marketing intelligence data is becoming available today. This
includes data that describes information technology (IT) inventories, ie IT products …
includes data that describes information technology (IT) inventories, ie IT products …
Linking IT product records
Today's enterprise decision making relies heavily on insights derived from vast amounts of
data from different sources. To acquire these insights, the available data must be cleaned …
data from different sources. To acquire these insights, the available data must be cleaned …