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| Sparse Regularization in Marketing and Economics | Sep 1, 2017 | Demand ForecastingMarketing | —Unverified | 0 |
| Machine Learning Approaches to Energy Consumption Forecasting in Households | Jun 29, 2017 | BIG-bench Machine LearningDemand Forecasting | —Unverified | 0 |
| Short-Term Forecasting of Passenger Demand under On-Demand Ride Services: A Spatio-Temporal Deep Learning Approach | Jun 20, 2017 | Demand Forecastingfeature selection | —Unverified | 0 |
| Large-Scale Price Optimization via Network Flow | Dec 1, 2016 | Demand Forecasting | —Unverified | 0 |
| Temporal Regularized Matrix Factorization for High-dimensional Time Series Prediction | Dec 1, 2016 | Demand ForecastingMissing Values | CodeCode Available | 0 |
| Bayesian Intermittent Demand Forecasting for Large Inventories | Dec 1, 2016 | Demand Forecasting | —Unverified | 0 |
| Inertial Regularization and Selection (IRS): Sequential Regression in High-Dimension and Sparsity | Oct 23, 2016 | Demand ForecastingModel Selection | —Unverified | 0 |
| Electricity Demand Forecasting by Multi-Task Learning | Dec 27, 2015 | Additive modelsDemand Forecasting | —Unverified | 0 |
| High-dimensional Time Series Prediction with Missing Values | Sep 28, 2015 | Demand ForecastingMatrix Completion | —Unverified | 0 |
| Interval Forecasting of Electricity Demand: A Novel Bivariate EMD-based Support Vector Regression Modeling Framework | Jun 15, 2014 | Demand Forecastingregression | —Unverified | 0 |
| Household Electricity Demand Forecasting -- Benchmarking State-of-the-Art Methods | Apr 1, 2014 | BenchmarkingDemand Forecasting | —Unverified | 0 |