| Practical Skills Demand Forecasting via Representation Learning of Temporal Dynamics | May 18, 2022 | Demand ForecastingRepresentation Learning | —Unverified | 0 | 0 |
| Perceiver-based CDF Modeling for Time Series Forecasting | Oct 3, 2023 | PredictionTime Series | —Unverified | 0 | 0 |
| Learning Causality: Synthesis of Large-Scale Causal Networks from High-Dimensional Time Series Data | May 6, 2019 | Gaussian ProcessesTime Series | —Unverified | 0 | 0 |
| Precise analysis of ridge interpolators under heavy correlations -- a Random Duality Theory view | Jun 13, 2024 | FormTime Series | —Unverified | 0 | 0 |
| Precise localization within the GI tract by combining classification of CNNs and time-series analysis of HMMs | Oct 11, 2023 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Autoregressive Quantile Flows for Predictive Uncertainty Estimation | Dec 9, 2021 | Density Estimationobject-detection | —Unverified | 0 | 0 |
| PrecTime: A Deep Learning Architecture for Precise Time Series Segmentation in Industrial Manufacturing Operations | Jan 27, 2023 | SegmentationTime Series | —Unverified | 0 | 0 |
| An Efficient Model Maintenance Approach for MLOps | Dec 5, 2024 | modelTime Series | —Unverified | 0 | 0 |
| Predictability of Power Grid Frequency | Apr 17, 2020 | PredictionTime Series | —Unverified | 0 | 0 |
| Predicting Bad Goods Risk Scores with ARIMA Time Series: A Novel Risk Assessment Approach | Feb 23, 2025 | Decision MakingTime Series | —Unverified | 0 | 0 |
| Advancing Enterprise Spatio-Temporal Forecasting Applications: Data Mining Meets Instruction Tuning of Language Models For Multi-modal Time Series Analysis in Low-Resource Settings | Aug 24, 2024 | Decision MakingMixture-of-Experts | —Unverified | 0 | 0 |
| Predicting Blood Pressure Response to Fluid Bolus Therapy Using Attention-Based Neural Networks for Clinical Interpretability | Dec 3, 2018 | regressionTime Series | —Unverified | 0 | 0 |
| Predicting Chaotic System Behavior using Machine Learning Techniques | Aug 11, 2024 | Time SeriesTime Series Forecasting | —Unverified | 0 | 0 |
| Predicting China's CPI by Scanner Big Data | Nov 30, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Learning binary or real-valued time-series via spike-timing dependent plasticity | Dec 15, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Learning Beyond Similarities: Incorporating Dissimilarities between Positive Pairs in Self-Supervised Time Series Learning | Sep 14, 2023 | Self-Supervised LearningTime Series | —Unverified | 0 | 0 |
| Learning Behavioral Representations of Routines From Large-scale Unlabeled Wearable Time-series Data Streams using Hawkes Point Process | Jul 10, 2023 | Time Series | —Unverified | 0 | 0 |
| Predicting crypto-currencies using sparse non-Gaussian state space models | Feb 13, 2018 | State Space ModelsTime Series | —Unverified | 0 | 0 |
| Learning-Based Real-Time Event Identification Using Rich Real PMU Data | Jun 17, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Deep Learning with Long Short-Term Memory for Time Series Prediction | Oct 24, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Predicting dynamical system evolution with residual neural networks | Oct 11, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Predicting Electricity Consumption with Random Walks on Gaussian Processes | Sep 9, 2024 | Decision MakingFew-Shot Learning | —Unverified | 0 | 0 |
| Predicting Energy Budgets in Droplet Dynamics: A Recurrent Neural Network Approach | Mar 24, 2024 | Time Series | —Unverified | 0 | 0 |
| Predicting Extubation Readiness in Extreme Preterm Infants based on Patterns of Breathing | Aug 24, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Predicting Financial Market Trends using Time Series Analysis and Natural Language Processing | Aug 31, 2023 | Decision MakingTime Series | —Unverified | 0 | 0 |
| Learning a Warping Distance from Unlabeled Time Series Using Sequence Autoencoders | Dec 1, 2018 | Dynamic Time WarpingTime Series | —Unverified | 0 | 0 |
| Learning Auto-regressive Models from Sequence and Non-sequence Data | Dec 1, 2011 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Predicting Future Sales of Retail Products using Machine Learning | Aug 18, 2020 | BIG-bench Machine LearningTime Series | —Unverified | 0 | 0 |
| Deep Learning with Kernel Flow Regularization for Time Series Forecasting | Sep 23, 2021 | Deep LearningTime Series | —Unverified | 0 | 0 |
| Automated Data Augmentation for Few-Shot Time Series Forecasting: A Reinforcement Learning Approach Guided by a Model Zoo | Sep 10, 2024 | Data AugmentationDiversity | —Unverified | 0 | 0 |
| Learning-assisted Stochastic Capacity Expansion Planning: A Bayesian Optimization Approach | Jan 19, 2024 | Bayesian OptimizationStochastic Optimization | —Unverified | 0 | 0 |
| Deep Learning with Convolutional Neural Network for Objective Skill Evaluation in Robot-assisted Surgery | Jun 15, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| An Efficient Federated Distillation Learning System for Multi-task Time Series Classification | Dec 30, 2021 | Knowledge DistillationTime Series | —Unverified | 0 | 0 |
| Predicting Intraoperative Hypoxemia with Hybrid Inference Sequence Autoencoder Networks | Apr 30, 2021 | Decision MakingDecoder | —Unverified | 0 | 0 |
| Learned Feature Importance Scores for Automated Feature Engineering | Jun 6, 2024 | Automated Feature EngineeringFeature Engineering | —Unverified | 0 | 0 |
| Deep Learning with Attention Mechanism for Predicting Driver Intention at Intersection | Jun 10, 2020 | Autonomous VehiclesTime Series | —Unverified | 0 | 0 |
| Predicting Lifespan of Ground-to-Air Multipath Components in mmWave UAV Channels | Mar 12, 2025 | Time Series | —Unverified | 0 | 0 |
| Predicting machine failures from multivariate time series: an industrial case study | Feb 27, 2024 | Binary ClassificationPrediction | —Unverified | 0 | 0 |
| On model selection for scalable time series forecasting in transport networks | Nov 29, 2019 | ClusteringDeep Learning | —Unverified | 0 | 0 |
| Predicting Online Item-choice Behavior: A Shape-restricted Regression Perspective | Apr 18, 2020 | Computational Efficiencyregression | —Unverified | 0 | 0 |
| Distributional uncertainty of the financial time series measured by G-expectation | Nov 18, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Deep Learning to Predict Glaucoma Progression using Structural Changes in the Eye | Jun 9, 2024 | Contrastive LearningTime Series | —Unverified | 0 | 0 |
| Large-step neural network for learning the symplectic evolution from partitioned data | Aug 30, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Leaning Time-Varying Instruments for Identifying Causal Effects in Time-Series Data | Nov 26, 2024 | EpidemiologyTime Series | —Unverified | 0 | 0 |
| Deep Learning to Attend to Risk in ICU | Jul 17, 2017 | Decision MakingDeep Learning | —Unverified | 0 | 0 |
| Predicting Mutual Funds' Performance using Deep Learning and Ensemble Techniques | Sep 18, 2022 | Bayesian OptimizationDeep Learning | —Unverified | 0 | 0 |
| Predicting Remaining Useful Life using Time Series Embeddings based on Recurrent Neural Networks | Sep 4, 2017 | Missing ValuesTime Series | —Unverified | 0 | 0 |
| Predicting Sector Index Movement with Microblogging Public Mood Time Series on Social Issues | Oct 1, 2015 | Sentiment AnalysisStock Prediction | —Unverified | 0 | 0 |
| Predicting Solar Energy Generation with Machine Learning based on AQI and Weather Features | Aug 22, 2024 | Deep LearningPrediction | —Unverified | 0 | 0 |
| Autoregressive models for biomedical signal processing | Apr 17, 2023 | Brain Computer Interfaceparameter estimation | —Unverified | 0 | 0 |