no code implementations • 1 Nov 2022 • Moseli Mots'oehli, Anna Sergeevna Bosman, Johan Pieter de Villiers
Algorithmic music composition is a way of composing musical pieces with minimal to no human intervention.
1 code implementation • 21 Nov 2020 • Adolfo Almeida, Johan Pieter de Villiers, Allan De Freitas, Mergandran Velayudan
In this paper, we address the new item cold-start problem by exploring the potential of various deep learning features to provide video recommendations.
Ranked #1 on Recommendation Systems on MovieLens 10M (MAP@5 metric)
no code implementations • 26 Feb 2020 • Joel Janek Dabrowski, Johan Pieter de Villiers, Ashfaqur Rahman, Conrad Beyers
We show that, though the neural network model achieves an accuracy of 80%, it requires long sequences to achieve this (100 samples or more).