Topology-based Clusterwise Regression for User Segmentation and Demand Forecasting

no code implementations • 8 Sep 2020 • Rodrigo Rivera-Castro, Aleksandr Pletnev, Polina Pilyugina, Grecia Diaz, Ivan Nazarov, Wanyi Zhu, Evgeny Burnaev

Topological Data Analysis (TDA) is a recent approach to analyze data sets from the perspective of their topological structure.

Cloud Computing Clustering +4

Graph Neural Networks for Model Recommendation using Time Series Data

no code implementations • 8 Sep 2020 • Aleksandr Pletnev, Rodrigo Rivera-Castro, Evgeny Burnaev

The results show the relevancy and suitability of GNN as methods for model recommendations in time series forecasting.

Applications