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06/09/2023
Best Practices for Machine Learning Systems: An Industrial Framework for Analysis and Optimization
In the last few years, the Machine Learning (ML) and Artificial Intellig...
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09/14/2021
Simulations in Recommender Systems: An industry perspective
The construction of effective Recommender Systems (RS) is a complex proc...
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07/05/2021
Machine Learning for Fraud Detection in E-Commerce: A Research Agenda
Fraud detection and prevention play an important part in ensuring the su...
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01/26/2021
Mining the Stars: Learning Quality Ratings with User-facing Explanations for Vacation Rentals
Online Travel Platforms are virtual two-sided marketplaces where guests ...
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08/14/2020
Free Lunch! Retrospective Uplift Modeling for Dynamic Promotions Recommendation within ROI Constraints
Promotions and discounts have become key components of modern e-commerce...
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02/09/2018
