Explainable boosted linear regression for time series forecasting

Explainable boosted linear regression for time series forecasting

18 September 2020

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Papers citing "Explainable boosted linear regression for time series forecasting"

12 / 12 papers shown

Title
Towards Accurate Forecasting of Renewable Energy : Building Datasets and Benchmarking Machine Learning Models for Solar and Wind Power in France Eloi Lindas Yannig Goude Philippe Ciais 18 0 0 14 Apr 2025
Explainable Adaptive Tree-based Model Selection for Time Series Forecasting Matthias Jakobs Amal Saadallah 47 5 0 02 Jan 2024
Integrating Transformations in Probabilistic Circuits Tom Schierenbeck Vladimir Vutov Thorsten Dickhaus Michael Beetz TPM 21 0 0 06 Oct 2023
QXAI: Explainable AI Framework for Quantitative Analysis in Patient Monitoring Systems T. Shaik Xiaohui Tao Haoran Xie Lin Li Juan D. Velásquez Niall Higgins 32 2 0 19 Sep 2023
Explaining Exchange Rate Forecasts with Macroeconomic Fundamentals Using Interpretive Machine Learning Davood Pirayesh Neghab Mucahit Cevik M. Wahab 35 3 0 23 Mar 2023
DANLIP: Deep Autoregressive Networks for Locally Interpretable Probabilistic Forecasting Ozan Ozyegen Juyoung Wang Mucahit Cevik BDL AI4TS 14 1 0 05 Jan 2023
A Concurrent CNN-RNN Approach for Multi-Step Wind Power Forecasting Syed Kazmi Berk Görgülü Mucahit Cevik M. Baydogan 30 5 0 02 Jan 2023
Federated Coordinate Descent for Privacy-Preserving Multiparty Linear Regression Xinlin Leng Chenxu Li Weifeng Xu Yuyan Sun Hongtao Wang FedML 32 1 0 16 Sep 2022
POP: Mining POtential Performance of new fashion products via webly cross-modal query expansion Christian Joppi Geri Skenderi Marco Cristani 18 3 0 22 Jul 2022
Explainable Deep Belief Network based Auto encoder using novel Extended Garson Algorithm Satyam Kumar V. Ravi AI4CE 21 1 0 18 Jul 2022
Well Googled is Half Done: Multimodal Forecasting of New Fashion Product Sales with Image-based Google Trends Geri Skenderi Christian Joppi Matteo Denitto Marco Cristani AI4TS 27 24 0 20 Sep 2021
A novel weighted approach for time series forecasting based on visibility graph Tianxiang Zhan Fuyuan Xiao AI4TS 31 4 0 14 Mar 2021