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A Hybrid Statistical-Machine Learning Approach for Analysing Online
Customer Behavior: An Empirical Study

A Hybrid Statistical-Machine Learning Approach for Analysing Online Customer Behavior: An Empirical Study

1 December 2022

Papers citing "A Hybrid Statistical-Machine Learning Approach for Analysing Online Customer Behavior: An Empirical Study"

11 / 11 papers shown

Title
Rollage: Efficient Rolling Average Algorithm to Estimate ARMA Models for Big Time Series Data A. Eshragh G. Livingston Thomas McCarthy McCann Luke Yerbury 95 4 0 16 Mar 2021
LSAR: Efficient Leverage Score Sampling Algorithm for the Analysis of Big Time Series Data A. Eshragh Fred Roosta A. Nazari Michael W. Mahoney AI4TS 50 14 0 27 Nov 2019
Recurrent Neural Networks for Time Series Forecasting: Current Status and Future Directions Hansika Hewamalage Christoph Bergmeir Kasun Bandara AI4TS 81 890 0 02 Sep 2019
GluonTS: Probabilistic Time Series Models in Python A. Alexandrov Konstantinos Benidis Michael Bohlke-Schneider Valentin Flunkert Jan Gasthaus ... David Salinas J. Schulz Lorenzo Stella Ali Caner Türkmen Bernie Wang BDL AI4TS 48 115 0 12 Jun 2019
Sales Demand Forecast in E-commerce using a Long Short-Term Memory Neural Network Methodology Kasun Bandara Peibei Shi Christoph Bergmeir Hansika Hewamalage Quoc-Huy Tran Brian Seaman AI4TS 90 148 0 13 Jan 2019
Interpretable Optimal Stopping D. Ciocan V. Mišić 52 44 0 18 Dec 2018
ARMDN: Associative and Recurrent Mixture Density Networks for eRetail Demand Forecasting Srayanta Mukherjee Devashish Shankar Atin Ghosh Nilam Tathawadekar Pramod Kompalli Sunita Sarawagi K. Chaudhury BDL 43 30 0 10 Mar 2018
A Unified Approach to Interpreting Model Predictions Scott M. Lundberg Su-In Lee FAtt 1.1K 21,939 0 22 May 2017
DeepAR: Probabilistic Forecasting with Autoregressive Recurrent Networks David Salinas Valentin Flunkert Jan Gasthaus AI4TS UQCV BDL 81 2,112 0 13 Apr 2017
Towards A Rigorous Science of Interpretable Machine Learning Finale Doshi-Velez Been Kim XAI FaML 399 3,798 0 28 Feb 2017
European Union regulations on algorithmic decision-making and a "right to explanation" B. Goodman Seth Flaxman FaML AILaw 63 1,901 0 28 Jun 2016

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