| Beyond Fixed Variables: Expanding-variate Time Series Forecasting via Flat Scheme and Spatio-temporal Focal Learning | Feb 21, 2025 | Contrastive LearningMultivariate Time Series Forecasting | —Unverified | 0 | 0 |
| ANFIS-based prediction of power generation for combined cycle power plant | Oct 7, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| A Convolutional-Attentional Neural Framework for Structure-Aware Performance-Score Synchronization | Apr 19, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Discovering Common Change-Point Patterns in Functional Connectivity Across Subjects | Apr 26, 2019 | Functional ConnectivityTime Series | —Unverified | 0 | 0 |
| Direct Method for Training Feed-forward Neural Networks using Batch Extended Kalman Filter for Multi-Step-Ahead Predictions | May 12, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Beyond Empirical Windowing: An Attention-Based Approach for Trust Prediction in Autonomous Vehicles | Dec 15, 2023 | Autonomous VehiclesState Estimation | —Unverified | 0 | 0 |
| Direct Mapping Hidden Excited State Interaction Patterns from ab initio Dynamics and Its Implications on Force Field Development | May 28, 2017 | ClusteringTime Series | —Unverified | 0 | 0 |
| Direct Load Control of Thermostatically Controlled Loads Based on Sparse Observations Using Deep Reinforcement Learning | Jul 26, 2017 | Deep Reinforcement LearningReinforcement Learning | —Unverified | 0 | 0 |
| Beyond Data Scarcity: A Frequency-Driven Framework for Zero-Shot Forecasting | Nov 24, 2024 | Few-Shot LearningSynthetic Data Generation | —Unverified | 0 | 0 |
| An Extreme Value Theory Approach for Understanding Queue Length Dynamics in Adaptive Corridors | Aug 1, 2024 | ManagementTime Series | —Unverified | 0 | 0 |
| Direct Estimation of Pharmacokinetic Parameters from DCE-MRI using Deep CNN with Forward Physical Model Loss | Apr 8, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Directed Chain Generative Adversarial Networks | Apr 25, 2023 | Time Series | —Unverified | 0 | 0 |
| Dimension Reduction for time series with Variational AutoEncoders | Apr 23, 2022 | Dimensionality ReductionTime Series | —Unverified | 0 | 0 |
| Better than DFA? A Bayesian Method for Estimating the Hurst Exponent in Behavioral Sciences | Jan 26, 2023 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Aedes-AI: Neural Network Models of Mosquito Abundance | Apr 21, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Dimensionality reduction for time series data | Jun 14, 2014 | Dimensionality ReductionEEG | —Unverified | 0 | 0 |
| Dimensionality Reduction for Stationary Time Series via Stochastic Nonconvex Optimization | Mar 6, 2018 | Dimensionality ReductionStochastic Optimization | —Unverified | 0 | 0 |
| Best of Many in Both Worlds: Online Resource Allocation with Predictions under Unknown Arrival Model | Feb 21, 2024 | PredictionTime Series | —Unverified | 0 | 0 |
| Dimensionality Expansion of Load Monitoring Time Series and Transfer Learning for EMS | Apr 6, 2022 | energy managementManagement | —Unverified | 0 | 0 |
| BERT-PIN: A BERT-based Framework for Recovering Missing Data Segments in Time-series Load Profiles | Oct 26, 2023 | SentenceSuper-Resolution | —Unverified | 0 | 0 |
| The leverage effect and other stylized facts displayed by Bitcoin returns | Apr 13, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| BERTopic-Driven Stock Market Predictions: Unraveling Sentiment Insights | Apr 2, 2024 | Financial AnalysisSentiment Analysis | —Unverified | 0 | 0 |
| Digital Twin Framework for Time to Failure Forecasting of Wind Turbine Gearbox: A Concept | Apr 28, 2022 | Fault DetectionTime Series | —Unverified | 0 | 0 |
| Benign Overfitting in Time Series Linear Models with Over-Parameterization | Apr 18, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| An Explainer for Temporal Graph Neural Networks | Sep 2, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |