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Load Forecasting

Papers archive 2025-07-28

archive papers tagged: 235 · with a code link: 50 · where Syntology ran a sample: 5 (5 with a run with no instrument failure, 0 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (5 of 235 tagged: 5 with a run with no instrument failure, 0 where every run was a failure of Syntology's instrument)

Page 3 of 3: papers 201 to 235 of 235, in archive order: by repositories listed in the archive (most first), then newest first, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers that list no repository come after every paper that lists one.

Papers without a page here are shown as plain text. A Syntology line reads “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the figure “where Syntology's instrument failed” counts failures of Syntology's instrument, not of the code. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code); hover it for the repositories the samples that ran came from. Abstracts are on each paper's page.

• Adaptive model selection in photonic reservoir computing by reinforcement learning
  27 Apr 2020 0 repositories listed
• Pattern-based Long Short-term Memory for Mid-term Electrical Load Forecasting
  22 Apr 2020 0 repositories listed
• Industrial Forecasting with Exponentially Smoothed Recurrent Neural Networks
  9 Apr 2020 0 repositories listed
• A Hybrid Residual Dilated LSTM end Exponential Smoothing Model for Mid-Term Electric Load Forecasting
  29 Mar 2020 0 repositories listed
• Pattern Similarity-based Machine Learning Methods for Mid-term Load Forecasting: A Comparative Study
  3 Mar 2020 0 repositories listed
• Effective End-to-End Learning Framework for Economic Dispatch
  22 Feb 2020 0 repositories listed
• Stacked Boosters Network Architecture for Short Term Load Forecasting in Buildings
  23 Jan 2020 0 repositories listed
• Short-Term Load Forecasting Using AMI Data
  28 Dec 2019 0 repositories listed
• Short-term Load Forecasting with Dense Average Network
  8 Dec 2019 0 repositories listed
• Electricity Load Forecasting -- An Evaluation of Simple 1D-CNN Network Structures
  26 Nov 2019 0 repositories listed
• Data Selection for Short Term load forecasting
  2 Sep 2019 0 repositories listed
• LoadCNN: A Low Training Cost Deep Learning Model for Day-Ahead Individual Residential Load Forecasting
  1 Aug 2019 0 repositories listed
• Short-term Electric Load Forecasting Using TensorFlow and Deep Auto-Encoders
  21 Jul 2019 0 repositories listed
• Scenario Forecasting of Residential Load Profiles
  18 Jun 2019 0 repositories listed
• Medium-Term Load Forecasting Using Support Vector Regression, Feature Selection, and Symbiotic Organism Search Optimization
  11 Jun 2019 0 repositories listed
• Probabilistic Load Forecasting via Point Forecast Feature Integration
  26 Mar 2019 0 repositories listed
• Short-term Load Forecasting at Different Aggregation Levels with Predictability Analysis
  26 Mar 2019 0 repositories listed
• Submodular Load Clustering with Robust Principal Component Analysis
  20 Feb 2019 0 repositories listed
• Classification of load forecasting studies by forecasting problem to select load forecasting techniques and methodologies
  21 Dec 2018 0 repositories listed
• A Hybrid Distribution Feeder Long-Term Load Forecasting Method Based on Sequence Prediction
  9 Dec 2018 0 repositories listed
• Zero Initialization of modified Gated Recurrent Encoder-Decoder Network for Short Term Load Forecasting
  9 Dec 2018 0 repositories listed
• Multivariate Ensemble Forecast Framework for Demand Prediction of Anomalous Days
  23 Nov 2018 0 repositories listed
• Short Term Load Forecasting Using Deep Neural Networks
  8 Nov 2018 0 repositories listed
• Reinforcement Learning based Dynamic Model Selection for Short-Term Load Forecasting
  5 Nov 2018 0 repositories listed
• Quantile Regression for Qualifying Match of GEFCom2017 Probabilistic Load Forecasting
  10 Sep 2018 0 repositories listed
• Short-term load forecasting using optimized LSTM networks based on EMD
  16 Aug 2018 0 repositories listed
• OptStream: Releasing Time Series Privately
  6 Aug 2018 0 repositories listed
• Short Term Electric Load Forecast with Artificial Neural Networks
  18 Apr 2018 0 repositories listed
• Electric Vehicle Driver Clustering using Statistical Model and Machine Learning
  12 Feb 2018 0 repositories listed
• Operational thermal load forecasting in district heating networks using machine learning and expert advice
  17 Oct 2017 0 repositories listed
• An overview and comparative analysis of Recurrent Neural Networks for Short Term Load Forecasting
  11 May 2017 0 repositories listed
• Building Energy Load Forecasting using Deep Neural Networks
  29 Oct 2016 0 repositories listed
• Improving Power Generation Efficiency using Deep Neural Networks
  16 Jun 2016 0 repositories listed
• Lasso estimation for GEFCom2014 probabilistic electric load forecasting
  4 Mar 2016 0 repositories listed
• Adaptive Learning of Smoothing Functions: Application to Electricity Load Forecasting
  1 Dec 2012 0 repositories listed