Lucas Bernardi

Most-cited papers

1. 150 Successful Machine Learning Models: 6 Lessons Learned at Booking.com

   Lucas Bernardi, Themistoklis Mavridis, PabloA . Estevez

   2019Knowledge Discovery and Data Mining83 citations

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2. The Continuous Cold-start Problem in e-Commerce Recommender Systems

   Lucas Bernardi, J. Kamps, Julia Kiseleva, Melanie J. I. Müller

   2015CBRecSys@RecSys54 citations

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3. Free Lunch! Retrospective Uplift Modeling for Dynamic Promotions Recommendation within ROI Constraints

   Dmitri Goldenberg, Javier Albert, Lucas Bernardi, PabloA . Estevez

   2020ACM Conference on Recommender Systems49 citations Open access

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4. Machine Learning for Fraud Detection in E-Commerce: A Research Agenda

   Niek Tax, Kees Jan de Vries, Mathijs de Jong, Nikoleta Dosoula +4 more

   2021Deployable Machine Learning for Security Defense29 citations Open access

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5. UvA-DARE (Digital Academic Repository) Where to go on your next trip? Optimizing travel destinations based on user preferences

   Julia Kiseleva, M. J. Mueller, Lucas Bernardi, Chad Davis +5 more

   23 citations

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6. Recommender Systems for Personalized User Experience: Lessons learned at Booking.com

   Ioannis Kangas, M. Schwoerer, Lucas Bernardi

   2021ACM Conference on Recommender Systems19 citations

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7. Recommending Accommodation Filters with Online Learning

   Lucas Bernardi, PabloA . Estevez, Matias Eidis, Eqbal Osama

   2020ORSUM@RecSys11 citations

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8. Simulations in Recommender Systems: An industry perspective

   Lucas Bernardi, S. Batra, Cintia Bruscantini

   2021arXiv.org10 citations

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9. Beyond Movie Recommendations: Solving the Continuous Cold Start Problem in E-commerceRecommendations

   Julia Kiseleva, A. Tuzhilin, J. Kamps, M. J. Mueller +5 more

   2016arXiv.org10 citations Open access

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10. Mining the Stars: Learning Quality Ratings with User-facing Explanations for Vacation Rentals

    A. Kornilova, Lucas Bernardi

    2021Web Search and Data Mining6 citations Open access

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11. Scalable User Interface Optimization Using Combinatorial Bandits

    Ioannis Kangas, M. Schwoerer, Lucas Bernardi

    2022Annual International ACM SIGIR Conference on Research and Development in Information Retrieval5 citations

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12. Learning to Match

    Themistoklis Mavridis, PabloA . Estevez, Lucas Bernardi

    2018arXiv.org1 citations

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13. Best Practices for Machine Learning Systems: An Industrial Framework for Analysis and Optimization

    G. Chouliaras, Kornel Kielczewski, Amit Beka, D. Konopnicki +1 more

    2023arXiv.org0 citations Open access

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14. New Trends on Content-Based Recommender Systems

    Lucas Bernardi, J. Kamps, Julia Kiseleva, M. J. Mueller

    20150 citations

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