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Learning node embeddings in transaction networks

"Presented by Jesse Barbour, Chief Data Scientist at Q2ebanking. Due to the specialized and sophisticated nature of many commercially focused financial products offered by banks and fintechs, building recommender systems around those products is especially difficult. Taking inspiration from the...

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Bibliographic Details
Format: eBook
Language:English
Published: [Austin, Texas] Data Science Salon 2020
Subjects:
Réseaux Neuronaux (informatique)
Logiciels D'application / Développement
Application Software / Development / Fast / (ocolc)fst00811707
Transaction Systems (computer Systems) / Fast / (ocolc)fst01154510
Computer Networks / Security Measures / Http://id.loc.gov/authorities/subjects/sh94001277
Recommender Systems (information Filtering) / Fast / (ocolc)fst01743365
Systèmes De Recommandation (filtrage D'information)
Recommender Systems (information Filtering) / Http://id.loc.gov/authorities/subjects/sh2007003098
Neural Networks, Computer
Computer Networks / Security Measures / Fast / (ocolc)fst00872341
Neural Networks (computer Science) / Http://id.loc.gov/authorities/subjects/sh90001937
Transaction Systems (computer Systems) / Http://id.loc.gov/authorities/subjects/sh89002252
Réseaux D'ordinateurs / Sécurité / Mesures
Neural Networks (computer Science) / Fast / (ocolc)fst01036260
Systèmes Transactionnels
Application Software / Development / Http://id.loc.gov/authorities/subjects/sh95009362
Online Access:
Collection: O'Reilly - Collection details see MPG.ReNa
Description
Summary:"Presented by Jesse Barbour, Chief Data Scientist at Q2ebanking. Due to the specialized and sophisticated nature of many commercially focused financial products offered by banks and fintechs, building recommender systems around those products is especially difficult. Taking inspiration from the field of neural language modeling, we will discuss an application of learning node embeddings on a large-scale financial transaction graph in order to solve this problem."--Resource description page
Item Description:Title from resource description page (Safari, viewed November 3, 2020). - Place of publication from title screen
Physical Description:1 streaming video file (21 min., 22 sec.)

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