Search Results for author: Andrea Polonioli

Found 3 papers, 0 papers with code

Less (Data) Is More: Why Small Data Holds the Key to the Future of Artificial Intelligence

no code implementations22 Jul 2019 Ciro Greco, Andrea Polonioli, Jacopo Tagliabue

The claims that big data holds the key to enterprise successes and that Artificial Intelligence is going to replace humanity have become increasingly more popular over the past few years, both in academia and in the industry.

Natural Language Processing Small Data Image Classification

Predicting e-commerce customer conversion from minimal temporal patterns on symbolized clickstream trajectories

no code implementations3 Jul 2019 Jacopo Tagliabue, Lucas Lacasa, Ciro Greco, Mattia Pavoni, Andrea Polonioli

Knowing if a user is a buyer or window shopper solely based on clickstream data is of crucial importance for e-commerce platforms seeking to implement real-time accurate NBA (next best action) policies.

Prediction is very hard, especially about conversion. Predicting user purchases from clickstream data in fashion e-commerce

no code implementations30 Jun 2019 Luca Bigon, Giovanni Cassani, Ciro Greco, Lucas Lacasa, Mattia Pavoni, Andrea Polonioli, Jacopo Tagliabue

Knowing if a user is a buyer vs window shopper solely based on clickstream data is of crucial importance for ecommerce platforms seeking to implement real-time accurate NBA (next best action) policies.

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