Deep Learning for Energy Time-Series Analysis and Forecasting

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Deep Learning for Energy Time-Series Analysis and Forecasting

15 June 2023

Maria Tzelepi

Paraskevi Nousi

Efstratios Kakaletsis

Theodoros Manousis

Pavlos Tosidis

Anastasios Tefas

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Papers citing "Deep Learning for Energy Time-Series Analysis and Forecasting"

8 / 8 papers shown

Title
Efficient Deterministic Renewable Energy Forecasting Guided by Multiple-Location Weather Data C. Symeonidis N. Nikolaidis 135 1 0 26 Apr 2024
Short-term Renewable Energy Forecasting in Greece using Prophet Decomposition and Tree-based Ensembles Argyrios S. Vartholomaios Stamatis Karlos E. Kouloumpris Grigorios Tsoumakas 44 11 0 08 Jul 2021
Temporal Fusion Transformers for Interpretable Multi-horizon Time Series Forecasting Bryan Lim Sercan O. Arik Nicolas Loeff Tomas Pfister AI4TS 132 1,476 0 19 Dec 2019
Scene Learning: Deep Convolutional Networks For Wind Power Prediction by Embedding Turbines into Grid Space Ruiguo Yu Zhiqiang Liu Xuewei Li Wenhuan Lu Mei Yu Jianrong Wang Bin Li AI4TS 41 67 0 16 Jul 2018
Short-term Load Forecasting with Deep Residual Networks Kunjin Chen Kunlong Chen Qin Wang Ziyu He Jun Hu Jinliang He 61 471 0 30 May 2018
Focal Loss for Dense Object Detection Nayeon Lee Priya Goyal Ross B. Girshick Kaiming He Piotr Dollár ObjD 132 3,000 0 07 Aug 2017
Mask R-CNN Kaiming He Georgia Gkioxari Piotr Dollár Ross B. Girshick ObjD 381 27,253 0 20 Mar 2017
SSD: Single Shot MultiBox Detector Wen Liu Dragomir Anguelov D. Erhan Christian Szegedy Scott E. Reed Cheng-Yang Fu Alexander C. Berg ObjD BDL 257 29,879 0 08 Dec 2015