Automatic Machine Learning Derived from Scholarly Big Data

no code implementations • 6 Mar 2020 • Asnat Greenstein-Messica, Roman Vainshtein, Gilad Katz, Bracha Shapira, Lior Rokach

One of the challenging aspects of applying machine learning is the need to identify the algorithms that will perform best for a given dataset.

BIG-bench Machine Learning

New Item Consumption Prediction Using Deep Learning

no code implementations • 5 May 2019 • Michael Shekasta, Gilad Katz, Asnat Greenstein-Messica, Lior Rokach, Bracha Shapira

Our experiments show that PISA outperforms a well-known deep learning baseline when new items are introduced.

Recommendation Systems