| Short-term Electric Load Forecasting Using TensorFlow and Deep Auto-Encoders | Jul 21, 2019 | Load Forecasting | —Unverified | 0 |
| Short Term Electric Load Forecast with Artificial Neural Networks | Apr 18, 2018 | Load ForecastingManagement | —Unverified | 0 |
| Short-Term Forecasting of Thermostatic and Residential Loads Using Long Short-Term Memory Recurrent Neural Networks | Dec 20, 2024 | energy managementLoad Forecasting | —Unverified | 0 |
| Electrical load forecasting using hybrid of extreme gradient boosting and light gradient boosting machine | Mar 3, 2022 | Electrical EngineeringEnsemble Learning | CodeCode Available | 0 |
| Privacy-Preserving Distributed Learning for Residential Short-Term Load Forecasting | Feb 2, 2024 | Federated LearningLoad Forecasting | CodeCode Available | 0 |
| Short-term forecasting of Amazon rainforest fires based on ensemble decomposition model | Jul 15, 2020 | Load Forecasting | CodeCode Available | 0 |
| Efficient mid-term forecasting of hourly electricity load using generalized additive models | May 27, 2024 | Additive modelsenergy trading | CodeCode Available | 0 |
| E2E-AT: A Unified Framework for Tackling Uncertainty in Task-aware End-to-end Learning | Dec 17, 2023 | Decision MakingLoad Forecasting | CodeCode Available | 0 |
| Residential Load Forecasting: An Online-Offline Deep Kernel Learning Method | Jul 28, 2023 | Load ForecastingProbabilistic Time Series Forecasting | CodeCode Available | 0 |
| Contextually Enhanced ES-dRNN with Dynamic Attention for Short-Term Load Forecasting | Dec 18, 2022 | Load ForecastingTime Series | CodeCode Available | 0 |
| DeepTSF: Codeless machine learning operations for time series forecasting | Jul 28, 2023 | Load ForecastingManagement | CodeCode Available | 0 |
| Fast and Accurate Time Series Classification with WEASEL | Jan 26, 2017 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Transfer Learning in Deep Learning Models for Building Load Forecasting: Case of Limited Data | Jan 25, 2023 | Deep LearningLoad Forecasting | CodeCode Available | 0 |
| Short-term Load Forecasting with Deep Residual Networks | May 30, 2018 | Load Forecasting | CodeCode Available | 0 |
| Just In Time Transformers | Oct 22, 2024 | energy managementLoad Forecasting | CodeCode Available | 0 |
| Deep Learning for Time Series Forecasting: The Electric Load Case | Jul 22, 2019 | Deep Learningimage-classification | CodeCode Available | 0 |
| Coronavirus Optimization Algorithm: A bioinspired metaheuristic based on the COVID-19 propagation model | Mar 30, 2020 | Load ForecastingTime Series | CodeCode Available | 0 |
| Utilizing Language Models for Energy Load Forecasting | Oct 26, 2023 | Decision MakingDescriptive | CodeCode Available | 0 |
| An Ensemble Framework for Probabilistic Short-Term Load Forecasting Based on BiTCN and Deep Attention Networks | Feb 25, 2025 | Decision MakingDeep Attention | CodeCode Available | 0 |
| From Dense to Sparse: Event Response for Enhanced Residential Load Forecasting | Jan 6, 2025 | Load ForecastingScheduling | CodeCode Available | 0 |
| An Interpretable Approach to Load Profile Forecasting in Power Grids using Galerkin-Approximated Koopman Pseudospectra | Apr 16, 2023 | Computational EfficiencyInterpretable Machine Learning | CodeCode Available | 0 |
| Availability Adversarial Attack and Countermeasures for Deep Learning-based Load Forecasting | Jan 4, 2023 | Adversarial AttackLoad Forecasting | CodeCode Available | 0 |
| Generative Modeling and Data Augmentation for Power System Production Simulation | Dec 10, 2024 | Data AugmentationLoad Forecasting | CodeCode Available | 0 |
| Navigating Out-of-Distribution Electricity Load Forecasting during COVID-19: Benchmarking energy load forecasting models without and with continual learning | Sep 8, 2023 | BenchmarkingContinual Learning | CodeCode Available | 0 |
| Hierarchical transfer learning with applications for electricity load forecasting | Nov 16, 2021 | Additive modelsLoad Forecasting | CodeCode Available | 0 |
