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11/29/2021
NeuralProphet: Explainable Forecasting at Scale
We introduce NeuralProphet, a successor to Facebook Prophet, which set a...
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10/10/2020
TOTOPO: Classifying univariate and multivariate time series with Topological Data Analysis
This work is devoted to a comprehensive analysis of topological data ana...
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09/08/2020
Topology-based Clusterwise Regression for User Segmentation and Demand Forecasting
Topological Data Analysis (TDA) is a recent approach to analyze data set...
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09/07/2020
Topological Data Analysis for Portfolio Management of Cryptocurrencies
Portfolio management is essential for any investment decision. Yet, trad...
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08/27/2020