| Learning to Forget: Bayesian Time Series Forecasting using Recurrent Sparse Spectrum Signature Gaussian Processes | Dec 27, 2024 | Gaussian ProcessesGPU | —Unverified | 0 |
| Day-ahead time series forecasting: application to capacity planning | Nov 6, 2018 | ClusteringTime Series | —Unverified | 0 |
| Analysis of Indian foreign exchange markets: A Multifractal Detrended Fluctuation Analysis (MFDFA) approach | Jun 28, 2023 | Time Series | —Unverified | 0 |
| Day-ahead regional solar power forecasting with hierarchical temporal convolutional neural networks using historical power generation and weather data | Mar 4, 2024 | Time Series | —Unverified | 0 |
| Long Input Sequence Network for Long Time Series Forecasting | Jul 18, 2024 | Time SeriesTime Series Forecasting | —Unverified | 0 |
| Attention-Based Reading, Highlighting, and Forecasting of the Limit Order Book | Sep 3, 2024 | Time SeriesTime Series Forecasting | —Unverified | 0 |
| Day-ahead electricity price prediction applying hybrid models of LSTM-based deep learning methods and feature selection algorithms under consideration of market coupling | Jan 13, 2021 | Feature Importancefeature selection | —Unverified | 0 |
| DeepTrend: A Deep Hierarchical Neural Network for Traffic Flow Prediction | Jul 11, 2017 | PredictionTime Series | —Unverified | 0 |
| A Deep Learning Framework using Passive WiFi Sensing for Respiration Monitoring | Apr 19, 2017 | Activity RecognitionDeep Learning | —Unverified | 0 |
| Longitudinal Support Vector Machines for High Dimensional Time Series | Feb 22, 2020 | FormTime Series | —Unverified | 0 |
| Learning User Intent from Action Sequences on Interactive Systems | Dec 4, 2017 | Intent RecognitionMarketing | —Unverified | 0 |
| Long-Range Correlation Underlying Childhood Language and Generative Models | Dec 11, 2017 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Learning who is in the market from time series: market participant discovery through adversarial calibration of multi-agent simulators | Aug 2, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Long-range memory and multifractality in gold markets | May 17, 2015 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Learning Wildfire Model from Incomplete State Observations | Nov 28, 2021 | Managementmodel | —Unverified | 0 |
| Long-Term Online Smoothing Prediction Using Expert Advice | Nov 8, 2017 | PredictionTime Series | —Unverified | 0 |
| Learning with little mixing | Jun 16, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Inferring linear and nonlinear Interaction networks using neighborhood support vector machines | Aug 2, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Learning zero-cost portfolio selection with pattern matching | May 15, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Inferring Individual Level Causal Models from Graph-based Relational Time Series | Jan 16, 2020 | Causal InferenceTime Series | —Unverified | 0 |
| LEAVES: Learning Views for Time-Series Data in Contrastive Learning | Oct 13, 2022 | Contrastive LearningData Augmentation | —Unverified | 0 |
| DATSING: Data Augmented Time Series Forecasting with Adversarial Domain Adaptation | Oct 19, 2020 | Domain AdaptationTime Series | —Unverified | 0 |
| Causal Graph Discovery from Self and Mutually Exciting Time Series | Jun 4, 2021 | Causal Discoveryfeature selection | —Unverified | 0 |
| Inferring Global Dynamics Using a Learning Machine | Sep 28, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Date-Driven Approach for Identifying State of Hemodialysis Fistulas: Entropy-Complexity and Formal Concept Analysis | Sep 25, 2023 | Time Series | —Unverified | 0 |