| Pattern Similarity-based Machine Learning Methods for Mid-term Load Forecasting: A Comparative Study | Mar 3, 2020 | BIG-bench Machine LearningLoad Forecasting | —Unverified | 0 |
| Effective End-to-End Learning Framework for Economic Dispatch | Feb 22, 2020 | BIG-bench Machine LearningLoad Forecasting | —Unverified | 0 |
| Stacked Boosters Network Architecture for Short Term Load Forecasting in Buildings | Jan 23, 2020 | Load ForecastingTime Series | —Unverified | 0 |
| Short-Term Load Forecasting Using AMI Data | Dec 28, 2019 | Load Forecasting | —Unverified | 0 |
| Short-term Load Forecasting with Dense Average Network | Dec 8, 2019 | Load Forecasting | —Unverified | 0 |
| Electricity Load Forecasting -- An Evaluation of Simple 1D-CNN Network Structures | Nov 26, 2019 | Load Forecasting | —Unverified | 0 |
| Data Selection for Short Term load forecasting | Sep 2, 2019 | Load Forecasting | —Unverified | 0 |
| LoadCNN: A Low Training Cost Deep Learning Model for Day-Ahead Individual Residential Load Forecasting | Aug 1, 2019 | Deep LearningLoad Forecasting | —Unverified | 0 |
| Deep Learning for Time Series Forecasting: The Electric Load Case | Jul 22, 2019 | Deep Learningimage-classification | CodeCode Available | 0 |
| Short-term Electric Load Forecasting Using TensorFlow and Deep Auto-Encoders | Jul 21, 2019 | Load Forecasting | —Unverified | 0 |
| Scenario Forecasting of Residential Load Profiles | Jun 18, 2019 | Load Forecasting | —Unverified | 0 |
| Medium-Term Load Forecasting Using Support Vector Regression, Feature Selection, and Symbiotic Organism Search Optimization | Jun 11, 2019 | feature selectionLoad Forecasting | —Unverified | 0 |
| Short-term Load Forecasting at Different Aggregation Levels with Predictability Analysis | Mar 26, 2019 | Load Forecasting | —Unverified | 0 |
| Probabilistic Load Forecasting via Point Forecast Feature Integration | Mar 26, 2019 | energy managementFeature Importance | —Unverified | 0 |
| Submodular Load Clustering with Robust Principal Component Analysis | Feb 20, 2019 | ClusteringLoad Forecasting | —Unverified | 0 |
| Classification of load forecasting studies by forecasting problem to select load forecasting techniques and methodologies | Dec 21, 2018 | ArticlesClassification | —Unverified | 0 |
| Zero Initialization of modified Gated Recurrent Encoder-Decoder Network for Short Term Load Forecasting | Dec 9, 2018 | DecoderLoad Forecasting | —Unverified | 0 |
| A Hybrid Distribution Feeder Long-Term Load Forecasting Method Based on Sequence Prediction | Dec 9, 2018 | Feature Engineeringfeature selection | —Unverified | 0 |
| Multivariate Ensemble Forecast Framework for Demand Prediction of Anomalous Days | Nov 23, 2018 | Load ForecastingManagement | —Unverified | 0 |
| Short Term Load Forecasting Using Deep Neural Networks | Nov 8, 2018 | Load Forecasting | —Unverified | 0 |
| Reinforcement Learning based Dynamic Model Selection for Short-Term Load Forecasting | Nov 5, 2018 | BIG-bench Machine LearningLoad Forecasting | —Unverified | 0 |
| Quantile Regression for Qualifying Match of GEFCom2017 Probabilistic Load Forecasting | Sep 10, 2018 | Load Forecastingquantile regression | —Unverified | 0 |
| Short-term load forecasting using optimized LSTM networks based on EMD | Aug 16, 2018 | Load ForecastingTime Series | —Unverified | 0 |
| OptStream: Releasing Time Series Privately | Aug 6, 2018 | Decision MakingLoad Forecasting | —Unverified | 0 |
| Short-term Load Forecasting with Deep Residual Networks | May 30, 2018 | Load Forecasting | CodeCode Available | 0 |
| Short Term Electric Load Forecast with Artificial Neural Networks | Apr 18, 2018 | Load ForecastingManagement | —Unverified | 0 |
| Electric Vehicle Driver Clustering using Statistical Model and Machine Learning | Feb 12, 2018 | BIG-bench Machine LearningClustering | —Unverified | 0 |
| Operational thermal load forecasting in district heating networks using machine learning and expert advice | Oct 17, 2017 | BIG-bench Machine LearningLoad Forecasting | —Unverified | 0 |
| An overview and comparative analysis of Recurrent Neural Networks for Short Term Load Forecasting | May 11, 2017 | Load ForecastingTime Series | —Unverified | 0 |
| Fast and Accurate Time Series Classification with WEASEL | Jan 26, 2017 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Building Energy Load Forecasting using Deep Neural Networks | Oct 29, 2016 | Decision Makingenergy management | —Unverified | 0 |
| Improving Power Generation Efficiency using Deep Neural Networks | Jun 16, 2016 | Load Forecasting | —Unverified | 0 |
| LFRT, A MATLAB Toolbox for Load Forecast & Assesment of Additional Capacity for an Electrical Power System | Apr 12, 2016 | Load Forecasting | CodeCode Available | 0 |
| Lasso estimation for GEFCom2014 probabilistic electric load forecasting | Mar 4, 2016 | Load Forecasting | —Unverified | 0 |
| Adaptive Learning of Smoothing Functions: Application to Electricity Load Forecasting | Dec 1, 2012 | Additive modelsLoad Forecasting | —Unverified | 0 |
