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Global energy forecasting competition 2017: Hierarchical probabilistic load forecasting
Elsevier | 2019|Keywords: Load forecasting, Hierarchical forecasting, Forecasting competition, Energy forecasting, Probabilistic forecasting -
Probabilistic energy forecasting: Global Energy Forecasting Competition 2014 and beyond
Elsevier | 2016|Keywords: Electric load forecasting, Electricity price forecasting, Wind power forecasting, Solar power forecasting, Probabilistic forecasting, Forecasting competition -
A combined forecasting model for time series: Application to short-term wind speed forecasting
Elsevier | 2019|Keywords: Short-term forecasting, Forecasting accuracy, Wind speed forecasting -
State-of-the-art one-stop handbook on wind forecasting technologies: An overview of classifications, methodologies, and analysis
Elsevier | 2020|Keywords: Wind speed and power forecasting, Spatial correlation forecasting, Regional forecasting, Offshore forecasting, Uncertainty forecasting, Ramp events forecasting -
Current status and future advances for wind speed and power forecasting
Elsevier | 2013|Keywords: Spatial correlation forecasting, Regional forecasting, Probabilistic forecasting, Offshore forecasting -
Assessment of aggregation strategies for machine-learning based short-term load forecasting
Elsevier | 2020|Keywords: Load forecasting, Aggregate forecasting, Hierarchical forecasting, Ensemble forecasting -
A multiple quantile regression approach to the wind, solar, and price tracks of GEFCom2014
Elsevier | 2016|Keywords: Probabilistic forecasting, Solar forecasting, Wind forecasting, Load forecasting, Price forecasting -
Fortune Tellers : The Story of America's First Economic Forecasters
GWLB - Gottfried Wilhelm Leibniz Bibliothek | 2016|Keywords: Business forecasting., Economic forecasting. -
Supply chain forecasting: Theory, practice, their gap and the future
Elsevier | 2015|Keywords: Supply chain forecasting, Forecasting software, Forecasting empirical research -
Ensemble methods for wind and solar power forecasting—A state-of-the-art review
Elsevier | 2015|Keywords: Wind speed forecasting, Wind power forecasting, Solar irradiance forecasting -
Seasonal forecasting of groundwater levels in principal aquifers of the United Kingdom
Elsevier | 2015|Keywords: Seasonal forecasting, Ensemble forecasting, Groundwater level forecasting -
Fast fashion sales forecasting with limited data and time
Elsevier | 2013|Keywords: Fashion forecasting, Quick forecasting, Intelligent forecasting -
Forecasting the urban skyline with extreme value theory
Elsevier | 2019|Keywords: Demographic forecasting, Long term forecasting, Probability forecasting, Government forecasting, Population forecasting -
Comprehensive Evaluation of Runoff Forecast Level Based on Forecasting Difficulty
Wiley | 2022|Keywords: forecasting difficulty, forecasting level evaluation, forecasting accuracy, forecasting situations -
A novel system for multi-step electricity price forecasting for electricity market management
Elsevier | 2019|Keywords: Deterministic forecasting, Interval forecasting, Multi-step forecasting -
Forecasting with temporal hierarchies
Elsevier | 2017|Keywords: Forecasting, Hierarchical forecasting -
Load probability density forecasting by transforming and combining quantile forecasts
Elsevier | 2020|Keywords: Probabilistic load forecasting, Quantile forecasting, Probability density forecasting -
Innovative ensemble system based on mixed frequency modeling for wind speed point and interval forecasting
Elsevier | 2022|Keywords: Point forecasting, Interval forecasting, Ensemble forecasting, Forecasting system -
A novel hybrid system based on multi-objective optimization for wind speed forecasting
Elsevier | 2019|Keywords: Wind speed forecasting, Hybrid forecasting system, Forecasting accuracy and stability -
An application of the ECMWF Ensemble Prediction System for short-term solar power forecasting
Elsevier | 2016|Keywords: Ensemble forecasting, Probabilistic forecasting -
Point and interval forecasting for metal prices based on variational mode decomposition and an optimized outlier-robust extreme learning machine
Elsevier | 2020|Keywords: Metal prices forecasting, Point forecasting, Interval forecasting -
Hierarchical demand forecasting benchmark for the distribution grid
Elsevier | 2020|Keywords: Forecasting, Hierarchical forecasting -
A copula-based Bayesian method for probabilistic solar power forecasting
Elsevier | 2019|Keywords: Solar power forecasting, Probabilistic forecasting -
A review and comparison of strategies for multi-step ahead time series forecasting based on the NN5 forecasting competition
Elsevier | 2012|Keywords: Time series forecasting, Multi-step ahead forecasting, Long-term forecasting, Strategies of forecasting, NN5 forecasting competition -
A review of deep learning for renewable energy forecasting
Elsevier | 2019|Keywords: Deterministic forecasting, Probabilistic forecasting -
Household electricity demand forecasting using adaptive conditional density estimation
Elsevier | 2017|Keywords: Short-term load forecasting, Adaptive load forecasting, Density forecasting -
DeepAR: Probabilistic forecasting with autoregressive recurrent networks
Elsevier | 2019|Keywords: Probabilistic forecasting, Demand forecasting -
A center-of-concentrated-based prediction interval for wind power forecasting
Elsevier | 2021|Keywords: Wind power forecasting, Forecasting models -
Short-term and regionalized photovoltaic power forecasting, enhanced by reference systems, on the example of Luxembourg
Elsevier | 2018|Keywords: Photovoltaic forecasting, Forecasting performance, Solar forecasting -
A novel hybrid system based on a new proposed algorithm—Multi-Objective Whale Optimization Algorithm for wind speed forecasting
Elsevier | 2017|Keywords: Wind speed forecasting, Hybrid forecasting system, Forecasting accuracy and stability -
Multi-site solar power forecasting using gradient boosted regression trees
Elsevier | 2017|Keywords: Solar power forecasting, Multi-site forecasting, Spatio-temporal forecasting -
Forecasting a water-surface wave train with artificial intelligence- A case study
Elsevier | 2020|Keywords: Forecasting time series, Forecasting ocean waves, Forecasting motions -
Research and application of a novel hybrid forecasting system based on multi-objective optimization for wind speed forecasting
Elsevier | 2017|Keywords: Wind speed forecasting, Hybrid forecasting system, Forecasting accuracy and stability -
The M4 Competition: 100,000 time series and 61 forecasting methods
Elsevier | 2019|Keywords: Forecasting competitions, Forecasting accuracy, Practice of forecasting -
Investigating the added value of integrating human judgement into statistical demand forecasting systems
Elsevier | 2017|Keywords: Demand forecasting, Judgmental forecasting -
Review of photovoltaic power forecasting
Elsevier | 2016|Keywords: Solar power forecasting, Value of forecasting -
Variable weights combined model based on multi-objective optimization for short-term wind speed forecasting
Elsevier | 2019|Keywords: Short-term forecasting, Forecasting accuracy -
An ensemble methodology for hierarchical probabilistic electric vehicle load forecasting at regular charging stations
Elsevier | 2020|Keywords: Ensemble forecasting, Hierarchical load forecasting -
Prediction of Landsliding using Univariate Forecasting Models
Wiley | 2022|Keywords: Landslide Forecasting, Time Series Forecasting -
A leading macroeconomic indicators’ based framework to automatically generate tactical sales forecasts
Elsevier | 2019|Keywords: Forecasting, Sales forecasting, Tactical sales forecasting -
Historical perspective: earlier ensembles and forecasting forecast skill
Wiley | 2019|Keywords: Combining multiple forecasting systems (Poor person ensembles), Forecasting forecast skill, Early ensemble forecasting -
Combining probabilistic forecasts of intermittent demand
Elsevier | 2024|Keywords: Forecasting, Probabilistic forecasting, Forecasting combination -
A novel ensemble model based on artificial intelligence and mixed-frequency techniques for wind speed forecasting
Elsevier | 2021|Keywords: Wind speed forecasting, Ensemble forecasting, Mixed-frequency forecasting -
Forecasting Performance
Wiley | 2021|Keywords: forecasting error, forecasting metrics, traditional forecasting error metrics, forecasting performance -
Hierarchical forecasting with a top-down alignment of independent-level forecasts
Elsevier | 2021|Keywords: Forecasting reconciliation, Hierarchical forecasting, Deep learning forecasting -
Adaptive modelling and forecasting of offshore wind power fluctuations with Markov‐switching autoregressive models
Wiley | 2012|Keywords: wind power forecasting, interval forecasting, point forecasting -
Forecasting the annual electricity consumption of Turkey using an optimized grey model
Elsevier | 2014|Keywords: Energy demand forecasting, Direct forecasting -
Reviews on uncertainty analysis of wind power forecasting
Elsevier | 2015|Keywords: Wind power forecasting, Probabilistic forecasting, Interval forecasting -
Can we justify producing univariate machine-learning forecasts with satellite-derived solar irradiance?
Elsevier | 2019|Keywords: Ensemble forecasting, Solar forecasting -
A review on time series forecasting techniques for building energy consumption
Elsevier | 2017|Keywords: Time series forecasting, Energy forecasting
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