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Demand Forecasting

Papers archive 2025-07-28

archive papers tagged: 212 · with a code link: 34 · where Syntology ran a sample: 6 (6 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 (6 of 212 tagged: 6 with a run with no instrument failure, 0 where every run was a failure of Syntology's instrument)

Page 2 of 3: papers 101 to 200 of 212, 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.

• Mitigating Cold-start Forecasting using Cold Causal Demand Forecasting Model
  15 Jun 2023 0 repositories listed
• Deep Learning based Forecasting: a case study from the online fashion industry
  23 May 2023 0 repositories listed
• Stochastic MPC for energy hubs using data driven demand forecasting
  24 Apr 2023 0 repositories listed
• Revenue Management without Demand Forecasting: A Data-Driven Approach for Bid Price Generation
  14 Apr 2023 0 repositories listed
• Situational-Aware Multi-Graph Convolutional Recurrent Network (SA-MGCRN) for Travel Demand Forecasting During Wildfires
  13 Apr 2023 0 repositories listed
• Electricity Demand Forecasting with Hybrid Statistical and Machine Learning Algorithms: Case Study of Ukraine
  11 Apr 2023 0 repositories listed
• Fairness-enhancing deep learning for ride-hailing demand prediction
  10 Mar 2023 0 repositories listed
• Travel Demand Forecasting: A Fair AI Approach
  3 Mar 2023 0 repositories listed
• Masked Multi-Step Probabilistic Forecasting for Short-to-Mid-Term Electricity Demand
  14 Feb 2023 0 repositories listed
• Hierarchical Regularizers for Reverse Unrestricted Mixed Data Sampling Regressions
  25 Jan 2023 0 repositories listed
• News and Load: A Quantitative Exploration of Natural Language Processing Applications for Forecasting Day-ahead Electricity System Demand
  18 Jan 2023 0 repositories listed
• Algorithmic Decision-Making Safeguarded by Human Knowledge
  20 Nov 2022 0 repositories listed
• Exploring the impact of weather on Metro demand forecasting using machine learning method
  24 Oct 2022 0 repositories listed
• Heat Demand Forecasting with Multi-Resolutional Representation of Heterogeneous Temporal Ensemble
  24 Oct 2022 0 repositories listed
• Multimodal Neural Network For Demand Forecasting
  20 Oct 2022 0 repositories listed
• Towards More Efficient Shared Autonomous Mobility: A Learning-Based Fleet Repositioning Approach
  16 Oct 2022 0 repositories listed
• A Secure Federated Learning Framework for Residential Short Term Load Forecasting
  29 Sep 2022 0 repositories listed
• Masked Multi-Step Multivariate Time Series Forecasting with Future Information
  28 Sep 2022 0 repositories listed
• Tab2vox: CNN-Based Multivariate Multilevel Demand Forecasting Framework by Tabular-To-Voxel Image Conversion
  21 Sep 2022 0 repositories listed
• MQRetNN: Multi-Horizon Time Series Forecasting with Retrieval Augmentation
  21 Jul 2022 0 repositories listed
• GUIM -- General User and Item Embedding with Mixture of Representation in E-commerce
  2 Jul 2022 0 repositories listed
• Learning Citywide Patterns of Life from Trajectory Monitoring
  30 Jun 2022 0 repositories listed
• Deep Reinforcement Learning-Assisted Federated Learning for Robust Short-term Utility Demand Forecasting in Electricity Wholesale Markets
  23 Jun 2022 0 repositories listed
• Unsupervised Knowledge Adaptation for Passenger Demand Forecasting
  8 Jun 2022 0 repositories listed
• Practical Skills Demand Forecasting via Representation Learning of Temporal Dynamics
  18 May 2022 0 repositories listed
• Enriching Artificial Intelligence Explanations with Knowledge Fragments
  12 Apr 2022 0 repositories listed
• Optimizing Revenue Maximization and Demand Learning in Airline Revenue Management
  21 Mar 2022 0 repositories listed
• Combining Individual and Joint Networking Behavior for Intelligent IoT Analytics
  7 Mar 2022 0 repositories listed
• Systematic review of deep learning and machine learning for building energy
  23 Feb 2022 0 repositories listed
• LIMREF: Local Interpretable Model Agnostic Rule-based Explanations for Forecasting, with an Application to Electricity Smart Meter Data
  15 Feb 2022 0 repositories listed
• Artificial Intelligence and Statistical Techniques in Short-Term Load Forecasting: A Review
  29 Dec 2021 0 repositories listed
• Optimal Latent Space Forecasting for Large Collections of Short Time Series Using Temporal Matrix Factorization
  15 Dec 2021 0 repositories listed
• A Daily Tourism Demand Prediction Framework Based on Multi-head Attention CNN: The Case of The Foreign Entrant in South Korea
  1 Dec 2021 0 repositories listed
• Machine Learning for Air Transport Planning and Management
  30 Nov 2021 0 repositories listed
• Federated Deep Learning in Electricity Forecasting: An MCDM Approach
  27 Nov 2021 0 repositories listed
• An XGBoost-Based Forecasting Framework for Product Cannibalization
  24 Nov 2021 0 repositories listed
• Flight Demand Forecasting with Transformers
  4 Nov 2021 0 repositories listed
• State-Space Models Win the IEEE DataPort Competition on Post-covid Day-ahead Electricity Load Forecasting
  1 Oct 2021 0 repositories listed
• A Clustering-aided Ensemble Method for Predicting Ridesourcing Demand in Chicago
  8 Sep 2021 0 repositories listed
• Model retraining and information sharing in a supply chain with long-term fluctuating demands
  4 Sep 2021 0 repositories listed
• Spatio-temporal Parking Behaviour Forecasting and Analysis Before and During COVID-19
  15 Aug 2021 0 repositories listed
• Electrical peak demand forecasting- A review
  3 Aug 2021 0 repositories listed
• Demand Forecasting in Smart Grid Using Long Short-Term Memory
  28 Jul 2021 0 repositories listed
• Tsformer: Time series Transformer for tourism demand forecasting
  22 Jul 2021 0 repositories listed
• Smoothed Bernstein Online Aggregation for Day-Ahead Electricity Demand Forecasting
  13 Jul 2021 0 repositories listed
• Deep Probabilistic Koopman: Long-term time-series forecasting under periodic uncertainties
  10 Jun 2021 0 repositories listed
• Elasticity Based Demand Forecasting and Price Optimization for Online Retail
  3 Jun 2021 0 repositories listed
• Univariate Long-Term Municipal Water Demand Forecasting
  18 May 2021 0 repositories listed
• XAI-KG: knowledge graph to support XAI and decision-making in manufacturing
  5 May 2021 0 repositories listed
• Implementing Reinforcement Learning Algorithms in Retail Supply Chains with OpenAI Gym Toolkit
  27 Apr 2021 0 repositories listed
• Traveller behaviour in public transport in the early stages of the COVID-19 pandemic in the Netherlands
  22 Apr 2021 0 repositories listed
• Probabilistic water demand forecasting using quantile regression algorithms
  16 Apr 2021 0 repositories listed
• STARdom: an architecture for trusted and secure human-centered manufacturing systems
  2 Apr 2021 0 repositories listed
• Semantic XAI for contextualized demand forecasting explanations
  1 Apr 2021 0 repositories listed
• Towards Active Learning Based Smart Assistant for Manufacturing
  30 Mar 2021 0 repositories listed
• Actionable Cognitive Twins for Decision Making in Manufacturing
  23 Mar 2021 0 repositories listed
• Reframing demand forecasting: a two-fold approach for lumpy and intermittent demand
  23 Mar 2021 0 repositories listed
• A machine learning approach to itinerary-level booking prediction in competitive airline markets
  15 Mar 2021 0 repositories listed
• Application-Driven Learning: A Closed-Loop Prediction and Optimization Approach Applied to Dynamic Reserves and Demand Forecasting
  26 Feb 2021 0 repositories listed
• Demand Forecasting for Platelet Usage: from Univariate Time Series to Multivariate Models
  6 Jan 2021 0 repositories listed
• A Trainable Reconciliation Method for Hierarchical Time-Series
  5 Jan 2021 0 repositories listed
• Privacy Preserving Demand Forecasting to Encourage Consumer Acceptance of Smart Energy Meters
  14 Dec 2020 0 repositories listed
• Efficient Assessment of Electricity Distribution Network Adequacy with the Cross-Entropy Method
  30 Nov 2020 0 repositories listed
• Deep Learning for Flight Demand Forecasting
  6 Nov 2020 0 repositories listed
• Intermittent Demand Forecasting with Renewal Processes
  4 Oct 2020 0 repositories listed
• A Context Integrated Relational Spatio-Temporal Model for Demand and Supply Forecasting
  25 Sep 2020 0 repositories listed
• Demand Forecasting in Bike-sharing Systems Based on A Multiple Spatiotemporal Fusion Network
  23 Sep 2020 0 repositories listed
• An Exponential Factorization Machine with Percentage Error Minimization to Retail Sales Forecasting
  22 Sep 2020 0 repositories listed
• Demand Forecasting of Individual Probability Density Functions with Machine Learning
  15 Sep 2020 0 repositories listed
• Robust MPC with data-driven demand forecasting for frequency regulation with heat pumps
  15 Sep 2020 0 repositories listed
• Knowledge Adaption for Demand Prediction based on Multi-task Memory Neural Network
  12 Sep 2020 0 repositories listed
• Topology-based Clusterwise Regression for User Segmentation and Demand Forecasting
  8 Sep 2020 0 repositories listed
• ATM Cash demand forecasting in an Indian Bank with chaos and deep learning
  24 Aug 2020 0 repositories listed
• DeepSTCL: A Deep Spatio-temporal ConvLSTM for Travel Demand Prediction
  22 Aug 2020 0 repositories listed
• Demand Forecasting using Long Short-Term Memory Neural Networks
  19 Aug 2020 0 repositories listed
• A Bayesian Approach for Predicting Food and Beverage Sales in Staff Canteens and Restaurants
  26 May 2020 0 repositories listed
• Probabilistic Multi-Step-Ahead Short-Term Water Demand Forecasting with Lasso
  9 May 2020 0 repositories listed
• Ensemble Forecasting of Monthly Electricity Demand using Pattern Similarity-based Methods
  29 Mar 2020 0 repositories listed
• Data Pre-Processing and Evaluating the Performance of Several Data Mining Methods for Predicting Irrigation Water Requirement
  1 Mar 2020 0 repositories listed
• A New Decomposition Ensemble Approach for Tourism Demand Forecasting: Evidence from Major Source Countries
  21 Feb 2020 0 repositories listed
• Tourism Demand Forecasting: An Ensemble Deep Learning Approach
  19 Feb 2020 0 repositories listed
• Recurrent Transform Learning
  11 Dec 2019 0 repositories listed
• Hierarchical Demand Forecasting Benchmark for the Distribution Grid
  3 Oct 2019 0 repositories listed
• Deep Neural Networks for Choice Analysis: A Statistical Learning Theory Perspective
  16 Sep 2019 0 repositories listed
• Energy Predictive Models with Limited Data using Transfer Learning
  6 Jun 2019 0 repositories listed
• Multi-Modal Graph Interaction for Multi-Graph Convolution Network in Urban Spatiotemporal Forecasting
  27 May 2019 0 repositories listed
• Demand forecasting techniques for build-to-order lean manufacturing supply chains
  20 May 2019 0 repositories listed
• Learning Spatiotemporal Features of Ride-sourcing Services with Fusion Convolutional Network
  15 Apr 2019 0 repositories listed
• Application of Deep Learning Long Short-Term Memory in Energy Demand Forecasting
  4 Mar 2019 0 repositories listed
• Ensembling methods for countrywide short term forecasting of gas demand
  31 Jan 2019 0 repositories listed
• Short-term Demand Forecasting for Online Car-hailing Services using Recurrent Neural Networks
  29 Jan 2019 0 repositories listed
• Forecasting residential gas demand: machine learning approaches and seasonal role of temperature forecasts
  4 Jan 2019 0 repositories listed
• Influence of introducing high speed railways on intercity travel behavior in Vietnam
  29 Sep 2018 0 repositories listed
• Combining time-series and textual data for taxi demand prediction in event areas: a deep learning approach
  16 Aug 2018 0 repositories listed
• Regret Bounds for Robust Adaptive Control of the Linear Quadratic Regulator
  23 May 2018 0 repositories listed
• Taxi demand forecasting: A HEDGE based tessellation strategy for improved accuracy
  17 May 2018 0 repositories listed
• Utilizing Device-level Demand Forecasting for Flexibility Markets - Full Version
  2 May 2018 0 repositories listed
• ARMDN: Associative and Recurrent Mixture Density Networks for eRetail Demand Forecasting
  10 Mar 2018 0 repositories listed
• Australia's long-term electricity demand forecasting using deep neural networks
  7 Jan 2018 0 repositories listed
• Utilizing artificial neural networks to predict demand for weather-sensitive products at retail stores
  20 Nov 2017 0 repositories listed